67. Tutorial#
In questo notebook esamineremo il tutorial proposto da Sijtsma and van der Ark [SvdA17], i quali usano un campione (N = 541; 68 donne e 473 uomini) con un’età compresa tra i 23 e gli 89 anni (M = 58.7). I partecipanti erano pazienti affetti da lieve malattia coronarica, a cui è stata somministrata una batteria di questionari, tra cui il DS14, un questionario di 14 item che misura la personalità di Tipo D (Denollet, 2005). Sette item misurano l’affettività negativa (NA) e gli altri sette item misurano l’inibizione sociale (SI).
La somma dei punteggi dei 14 item, denominata punteggio DS14, misura la personalità di Tipo D. Gli item consistono in un’affermazione seguita da una scala di valutazione a cinque punti, da 0 a 4.
I make contact easily when I meet people
I often make a fuss about unimportant things
I often talk to strangers
I often feel unhappy
I am often irritated
I often feel inhibited in social interactions
I take a gloomy view of things
I find it hard to start a conversation
I am often in a bad mood
I am a closed kind of person
I would rather keep other people at a distance
I often find myself worrying about something
I am often down in the dumps
When socializing, I don’t find the right things to talk about
suppressPackageStartupMessages({
library("mokken")
library("tidyverse")
library("mice")
})
data(DS14)
head(DS14)
| Male | Age | Si1* | Na2 | Si3* | Na4 | Na5 | Si6 | Na7 | Si8 | Na9 | Si10 | Si11 | Na12 | Na13 | Si14 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 59 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 4 |
| 1 | 54 | 2 | 0 | 3 | 0 | 0 | 2 | 0 | 2 | 0 | 2 | 4 | 3 | 0 | 2 |
| 1 | 50 | 1 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 |
| 1 | 52 | 2 | 3 | 2 | 0 | 0 | 1 | 0 | 2 | 1 | 3 | 1 | 1 | 0 | 1 |
| 1 | 59 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 3 | 1 | 3 |
| 0 | 58 | 4 | 3 | 4 | 1 | 2 | 0 | 1 | 0 | 2 | 0 | 0 | 4 | 2 | 0 |
# Define Male, Age, and item scores,
male <- DS14[, "Male"]
age <- DS14[, "Age"]
itemScores <- DS14[, 3:16] |> as.data.frame()
# Define
# N = sample size,
# J = number of items
# m = highest item score,
# Na = items in Na scale
# Si = items in Si scale
N <- nrow(itemScores)
J <- ncol(itemScores)
m <- 4
Na <- c(2, 4, 5, 7, 9, 12, 13)
Si <- c(1, 3, 6, 8, 10, 11, 14)
67.1. Dieci passi per l’analisi di una scala Mokken#
Descriviamo le tre fasi contenenti dieci passi per eseguire un’analisi di scala Mokken (MSA):
i. Esame dei dati. Analizzare i dati e adottare misure appropriate quando si verificano particolari problemi con i dati (passi 1–3).
itemsScores <- as.data.frame(itemScores)
colnames(itemsScores) <- c(
'Si1','Na2','Si3','Na4','Na5','Si6','Na7','Si8','Na9','Si10','Si11','Na12','Na13','Si14'
)
head(itemsScores)
| Si1 | Na2 | Si3 | Na4 | Na5 | Si6 | Na7 | Si8 | Na9 | Si10 | Si11 | Na12 | Na13 | Si14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 4 |
| 2 | 2 | 0 | 3 | 0 | 0 | 2 | 0 | 2 | 0 | 2 | 4 | 3 | 0 | 2 |
| 3 | 1 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 |
| 4 | 2 | 3 | 2 | 0 | 0 | 1 | 0 | 2 | 1 | 3 | 1 | 1 | 0 | 1 |
| 5 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 3 | 1 | 3 |
| 6 | 4 | 3 | 4 | 1 | 2 | 0 | 1 | 0 | 2 | 0 | 0 | 4 | 2 | 0 |
67.2. Step 1#
Ricodifica. Ricodificare i punteggi degli item che sono formulati negativamente rispetto all’attributo di interesse, in modo che per tutti gli item punteggi più alti indichino una posizione più elevata sulla scala dell’attributo.
itemsScores$Si1 <- 4 - itemsScores$Si1
itemsScores$Si3 <- 4 - itemsScores$Si3
head(itemsScores)
| Si1 | Na2 | Si3 | Na4 | Na5 | Si6 | Na7 | Si8 | Na9 | Si10 | Si11 | Na12 | Na13 | Si14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 4 |
| 2 | 2 | 0 | 1 | 0 | 0 | 2 | 0 | 2 | 0 | 2 | 4 | 3 | 0 | 2 |
| 3 | 3 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 |
| 4 | 2 | 3 | 2 | 0 | 0 | 1 | 0 | 2 | 1 | 3 | 1 | 1 | 0 | 1 |
| 5 | 2 | 2 | 3 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 3 | 1 | 3 |
| 6 | 0 | 3 | 0 | 1 | 2 | 0 | 1 | 0 | 2 | 0 | 0 | 4 | 2 | 0 |
67.3. Step 2#
Punteggi inammissibili e dati mancanti. Trattare i punteggi inammissibili come valori mancanti. Determinare la percentuale totale di punteggi mancanti nel set di dati e i rispondenti che hanno lasciato un numero irragionevole di risposte incomplete. Impostare i punteggi degli item mancanti utilizzando un qualche procedura di imputazione.
# STEP 2: INADMISSIBLE SCORES AND MISSING DATA
# No inadmissible scores
summary(male)
Min. 1st Qu. Median Mean 3rd Qu. Max.
0.0000 1.0000 1.0000 0.8743 1.0000 1.0000
summary(age)
Min. 1st Qu. Median Mean 3rd Qu. Max.
23.00 51.00 59.00 58.67 66.00 89.00
summary(itemsScores)
Si1 Na2 Si3 Na4
Min. :0.00 Min. :0.000 Min. :0.000 Min. :0.0000
1st Qu.:0.00 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:0.0000
Median :1.00 Median :2.000 Median :2.000 Median :0.0000
Mean :1.28 Mean :1.871 Mean :1.809 Mean :0.8965
3rd Qu.:2.00 3rd Qu.:3.000 3rd Qu.:3.000 3rd Qu.:2.0000
Max. :4.00 Max. :4.000 Max. :4.000 Max. :4.0000
NA's :1 NA's :5 NA's :1
Na5 Si6 Na7 Si8 Na9
Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.00 Min. :0.000
1st Qu.:1.000 1st Qu.:0.000 1st Qu.:0.000 1st Qu.:0.00 1st Qu.:0.000
Median :2.000 Median :1.000 Median :0.000 Median :1.00 Median :1.000
Mean :1.671 Mean :1.213 Mean :0.963 Mean :1.27 Mean :0.939
3rd Qu.:3.000 3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:2.00 3rd Qu.:2.000
Max. :4.000 Max. :4.000 Max. :4.000 Max. :4.00 Max. :4.000
NA's :1
Si10 Si11 Na12 Na13
Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.0000
1st Qu.:0.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:0.0000
Median :1.000 Median :2.000 Median :2.000 Median :0.0000
Mean :1.457 Mean :1.565 Mean :1.824 Mean :0.8706
3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:3.000 3rd Qu.:2.0000
Max. :4.000 Max. :4.000 Max. :4.000 Max. :4.0000
NA's :1 NA's :1
Si14
Min. :0.000
1st Qu.:0.000
Median :1.000
Mean :1.177
3rd Qu.:2.000
Max. :4.000
Eseguiamo l’imputazione multipla.
# Deterministic regression imputation
imp <- mice(itemsScores, method = "norm.predict", m = 1) # Impute data
iter imp variable
1 1 Si1 Na2 Si3 Si8 Si10 Si11
2 1 Si1 Na2 Si3 Si8 Si10 Si11
3 1 Si1 Na2 Si3 Si8 Si10 Si11
4 1 Si1 Na2 Si3 Si8 Si10 Si11
5 1 Si1 Na2 Si3 Si8 Si10 Si11
itemsScores <- complete(imp)
summary(itemsScores)
Si1 Na2 Si3 Na4
Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.0000
1st Qu.:0.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:0.0000
Median :1.000 Median :2.000 Median :2.000 Median :0.0000
Mean :1.284 Mean :1.868 Mean :1.811 Mean :0.8965
3rd Qu.:2.000 3rd Qu.:3.000 3rd Qu.:3.000 3rd Qu.:2.0000
Max. :4.000 Max. :4.000 Max. :4.000 Max. :4.0000
Na5 Si6 Na7 Si8
Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000
1st Qu.:1.000 1st Qu.:0.000 1st Qu.:0.000 1st Qu.:0.000
Median :2.000 Median :1.000 Median :0.000 Median :1.000
Mean :1.671 Mean :1.213 Mean :0.963 Mean :1.272
3rd Qu.:3.000 3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:2.000
Max. :4.000 Max. :4.000 Max. :4.000 Max. :4.000
Na9 Si10 Si11 Na12
Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000
1st Qu.:0.000 1st Qu.:0.000 1st Qu.:1.000 1st Qu.:1.000
Median :1.000 Median :1.000 Median :2.000 Median :2.000
Mean :0.939 Mean :1.457 Mean :1.564 Mean :1.824
3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:3.000
Max. :4.000 Max. :4.000 Max. :4.000 Max. :4.000
Na13 Si14
Min. :0.0000 Min. :0.000
1st Qu.:0.0000 1st Qu.:0.000
Median :0.0000 Median :1.000
Mean :0.8706 Mean :1.177
3rd Qu.:2.0000 3rd Qu.:2.000
Max. :4.0000 Max. :4.000
Trasformare i dati in numeri interi.
itemsScores[] <- lapply(itemsScores, function(x) {
if (is.numeric(x)) as.integer(round(x)) else x
})
summary(itemsScores)
Si1 Na2 Si3 Na4
Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.0000
1st Qu.:0.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:0.0000
Median :1.000 Median :2.000 Median :2.000 Median :0.0000
Mean :1.285 Mean :1.867 Mean :1.811 Mean :0.8965
3rd Qu.:2.000 3rd Qu.:3.000 3rd Qu.:3.000 3rd Qu.:2.0000
Max. :4.000 Max. :4.000 Max. :4.000 Max. :4.0000
Na5 Si6 Na7 Si8
Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000
1st Qu.:1.000 1st Qu.:0.000 1st Qu.:0.000 1st Qu.:0.000
Median :2.000 Median :1.000 Median :0.000 Median :1.000
Mean :1.671 Mean :1.213 Mean :0.963 Mean :1.272
3rd Qu.:3.000 3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:2.000
Max. :4.000 Max. :4.000 Max. :4.000 Max. :4.000
Na9 Si10 Si11 Na12
Min. :0.000 Min. :0.000 Min. :0.000 Min. :0.000
1st Qu.:0.000 1st Qu.:0.000 1st Qu.:1.000 1st Qu.:1.000
Median :1.000 Median :1.000 Median :2.000 Median :2.000
Mean :0.939 Mean :1.457 Mean :1.564 Mean :1.824
3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:3.000
Max. :4.000 Max. :4.000 Max. :4.000 Max. :4.000
Na13 Si14
Min. :0.0000 Min. :0.000
1st Qu.:0.0000 1st Qu.:0.000
Median :0.0000 Median :1.000
Mean :0.8706 Mean :1.177
3rd Qu.:2.0000 3rd Qu.:2.000
Max. :4.0000 Max. :4.000
67.4. Step 3#
Outlier. Identificare se particolari schemi di punteggi degli item si qualificano come outlier.
# STEP 3: OUTLIERS
# Outlier score G+ and two criterion values g1 and g2
outliers <- check.errors(itemsScores)
gPlus <- outliers$Gplus
g1 <- outliers$UGplus$U1Gplus
g2 <- outliers$UGplus$U2Gplus
# Number of outliers
nOutliers <- sum(gPlus > g1)
nOutliers
round(nOutliers * 100 / N, 1)
30
5.5
hist(gPlus, breaks = 50)
abline(v = g1, col = "orange")
abline(v = g2, col = "red")
# Correlation of G+ with X+, X+ ()
xPlus <- rowSums(itemsScores)
xPlusNa <- rowSums(itemsScores[, Na])
xPlusSi <- rowSums(itemsScores[, Si])
cor(cbind(gPlus, xPlus, xPlusNa, xPlusSi))
| gPlus | xPlus | xPlusNa | xPlusSi | |
|---|---|---|---|---|
| gPlus | 1.0000000 | 0.2826675 | 0.3224755 | 0.1416448 |
| xPlus | 0.2826675 | 1.0000000 | 0.8194633 | 0.8211281 |
| xPlusNa | 0.3224755 | 0.8194633 | 1.0000000 | 0.3457729 |
| xPlusSi | 0.1416448 | 0.8211281 | 0.3457729 | 1.0000000 |
ii. Identificazione della scala. Identificare una o più scale che soddisfino il modello di omogeneità monotona e, se ritenuto appropriato, verificare se le scale soddisfano anche il modello più esigente di monotonia doppia (passi 4–7).
67.5. Step 4#
Scalabilità. Calcolare i coefficienti Hjk, Hj e H per le scale complete. Se ritenuto appropriato, controlliamo se le scale soddisfano anche il modello più esigente di doppia monotonicità.
L’inclusione degli outlier ha mostrato un impatto minimo sulla scalabilità dei risultati; pertanto, tali osservazioni sono state mantenute nell’analisi.
# Scalability coefficients
coefH(itemsScores[, Na])
$Hij
Na2 se Na4 se Na5 se Na7 se Na9
Na2 0.391 (0.048) 0.522 (0.039) 0.465 (0.045) 0.468
Na4 0.391 (0.048) 0.439 (0.047) 0.661 (0.039) 0.503
Na5 0.522 (0.039) 0.439 (0.047) 0.499 (0.040) 0.581
Na7 0.465 (0.045) 0.661 (0.039) 0.499 (0.040) 0.555
Na9 0.468 (0.045) 0.503 (0.045) 0.581 (0.038) 0.555 (0.043)
Na12 0.532 (0.035) 0.616 (0.040) 0.475 (0.040) 0.648 (0.036) 0.440
Na13 0.493 (0.040) 0.725 (0.033) 0.508 (0.042) 0.722 (0.031) 0.548
se Na12 se Na13 se
Na2 (0.045) 0.532 (0.035) 0.493 (0.040)
Na4 (0.045) 0.616 (0.040) 0.725 (0.033)
Na5 (0.038) 0.475 (0.040) 0.508 (0.042)
Na7 (0.043) 0.648 (0.036) 0.722 (0.031)
Na9 0.440 (0.045) 0.548 (0.041)
Na12 (0.045) 0.685 (0.031)
Na13 (0.041) 0.685 (0.031)
$Hi
Item H se
Na2 0.483 (0.028)
Na4 0.557 (0.030)
Na5 0.503 (0.028)
Na7 0.591 (0.026)
Na9 0.515 (0.029)
Na12 0.562 (0.025)
Na13 0.616 (0.024)
$H
Scale H se
0.546 (0.022)
coefH(itemsScores[, Si])
$Hij
Si1 se Si3 se Si6 se Si8 se Si10
Si1 0.671 (0.036) 0.515 (0.043) 0.566 (0.040) 0.588
Si3 0.671 (0.036) 0.277 (0.049) 0.469 (0.044) 0.468
Si6 0.515 (0.043) 0.277 (0.049) 0.595 (0.039) 0.551
Si8 0.566 (0.040) 0.469 (0.044) 0.595 (0.039) 0.611
Si10 0.588 (0.039) 0.468 (0.042) 0.551 (0.040) 0.611 (0.034)
Si11 0.543 (0.040) 0.403 (0.044) 0.493 (0.043) 0.516 (0.041) 0.554
Si14 0.506 (0.041) 0.410 (0.044) 0.526 (0.040) 0.680 (0.033) 0.523
se Si11 se Si14 se
Si1 (0.039) 0.543 (0.040) 0.506 (0.041)
Si3 (0.042) 0.403 (0.044) 0.410 (0.044)
Si6 (0.040) 0.493 (0.043) 0.526 (0.040)
Si8 (0.034) 0.516 (0.041) 0.680 (0.033)
Si10 0.554 (0.038) 0.523 (0.039)
Si11 (0.038) 0.451 (0.045)
Si14 (0.039) 0.451 (0.045)
$Hi
Item H se
Si1 0.566 (0.026)
Si3 0.451 (0.031)
Si6 0.494 (0.031)
Si8 0.573 (0.025)
Si10 0.549 (0.024)
Si11 0.494 (0.029)
Si14 0.518 (0.028)
$H
Scale H se
0.521 (0.022)
coefH(itemsScores)
$Hij
Si1 se Na2 se Si3 se Na4 se Na5
Si1 0.050 (0.049) 0.671 (0.036) 0.219 (0.051) 0.092
Na2 0.050 (0.049) -0.062 (0.047) 0.391 (0.048) 0.522
Si3 0.671 (0.036) -0.062 (0.047) 0.097 (0.053) -0.059
Na4 0.219 (0.051) 0.391 (0.048) 0.097 (0.053) 0.439
Na5 0.092 (0.049) 0.522 (0.039) -0.059 (0.046) 0.439 (0.047)
Si6 0.515 (0.043) 0.270 (0.048) 0.277 (0.049) 0.450 (0.044) 0.368
Na7 0.211 (0.050) 0.465 (0.045) 0.114 (0.049) 0.661 (0.039) 0.499
Si8 0.566 (0.040) 0.176 (0.048) 0.469 (0.044) 0.318 (0.048) 0.165
Na9 0.112 (0.050) 0.468 (0.045) 0.033 (0.050) 0.503 (0.045) 0.581
Si10 0.588 (0.039) 0.156 (0.048) 0.468 (0.042) 0.242 (0.048) 0.172
Si11 0.543 (0.040) 0.129 (0.050) 0.403 (0.044) 0.225 (0.051) 0.188
Na12 0.172 (0.048) 0.532 (0.035) 0.042 (0.047) 0.616 (0.040) 0.475
Na13 0.212 (0.052) 0.493 (0.040) 0.091 (0.052) 0.725 (0.033) 0.508
Si14 0.506 (0.041) 0.104 (0.049) 0.410 (0.044) 0.337 (0.047) 0.148
se Si6 se Na7 se Si8 se Na9 se
Si1 (0.049) 0.515 (0.043) 0.211 (0.050) 0.566 (0.040) 0.112 (0.050)
Na2 (0.039) 0.270 (0.048) 0.465 (0.045) 0.176 (0.048) 0.468 (0.045)
Si3 (0.046) 0.277 (0.049) 0.114 (0.049) 0.469 (0.044) 0.033 (0.050)
Na4 (0.047) 0.450 (0.044) 0.661 (0.039) 0.318 (0.048) 0.503 (0.045)
Na5 0.368 (0.047) 0.499 (0.040) 0.165 (0.049) 0.581 (0.038)
Si6 (0.047) 0.468 (0.044) 0.595 (0.039) 0.392 (0.046)
Na7 (0.040) 0.468 (0.044) 0.355 (0.046) 0.555 (0.043)
Si8 (0.049) 0.595 (0.039) 0.355 (0.046) 0.277 (0.049)
Na9 (0.038) 0.392 (0.046) 0.555 (0.043) 0.277 (0.049)
Si10 (0.046) 0.551 (0.040) 0.314 (0.047) 0.611 (0.034) 0.230 (0.048)
Si11 (0.047) 0.493 (0.043) 0.260 (0.049) 0.516 (0.041) 0.181 (0.049)
Na12 (0.040) 0.357 (0.043) 0.648 (0.036) 0.249 (0.045) 0.440 (0.045)
Na13 (0.042) 0.413 (0.045) 0.722 (0.031) 0.315 (0.047) 0.548 (0.041)
Si14 (0.048) 0.526 (0.040) 0.356 (0.046) 0.680 (0.033) 0.273 (0.049)
Si10 se Si11 se Na12 se Na13 se Si14
Si1 0.588 (0.039) 0.543 (0.040) 0.172 (0.048) 0.212 (0.052) 0.506
Na2 0.156 (0.048) 0.129 (0.050) 0.532 (0.035) 0.493 (0.040) 0.104
Si3 0.468 (0.042) 0.403 (0.044) 0.042 (0.047) 0.091 (0.052) 0.410
Na4 0.242 (0.048) 0.225 (0.051) 0.616 (0.040) 0.725 (0.033) 0.337
Na5 0.172 (0.046) 0.188 (0.047) 0.475 (0.040) 0.508 (0.042) 0.148
Si6 0.551 (0.040) 0.493 (0.043) 0.357 (0.043) 0.413 (0.045) 0.526
Na7 0.314 (0.047) 0.260 (0.049) 0.648 (0.036) 0.722 (0.031) 0.356
Si8 0.611 (0.034) 0.516 (0.041) 0.249 (0.045) 0.315 (0.047) 0.680
Na9 0.230 (0.048) 0.181 (0.049) 0.440 (0.045) 0.548 (0.041) 0.273
Si10 0.554 (0.038) 0.230 (0.046) 0.224 (0.048) 0.523
Si11 0.554 (0.038) 0.197 (0.046) 0.236 (0.053) 0.451
Na12 0.230 (0.046) 0.197 (0.046) 0.685 (0.031) 0.245
Na13 0.224 (0.048) 0.236 (0.053) 0.685 (0.031) 0.310
Si14 0.523 (0.039) 0.451 (0.045) 0.245 (0.045) 0.310 (0.046)
se
Si1 (0.041)
Na2 (0.049)
Si3 (0.044)
Na4 (0.047)
Na5 (0.048)
Si6 (0.040)
Na7 (0.046)
Si8 (0.033)
Na9 (0.049)
Si10 (0.039)
Si11 (0.045)
Na12 (0.045)
Na13 (0.046)
Si14
$Hi
Item H se
Si1 0.347 (0.026)
Na2 0.280 (0.028)
Si3 0.225 (0.029)
Na4 0.403 (0.026)
Na5 0.310 (0.027)
Si6 0.437 (0.024)
Na7 0.433 (0.024)
Si8 0.409 (0.024)
Na9 0.354 (0.026)
Si10 0.374 (0.024)
Si11 0.338 (0.026)
Na12 0.367 (0.024)
Na13 0.423 (0.024)
Si14 0.376 (0.024)
$H
Scale H se
0.361 (0.018)
Riguardo agli item NA, per coppie di item con una scalabilità di .41 < Hjk < .73 (con un errore standard, SE, compreso tra .03 e .05) e per singoli item con .49 < Hj < .62 (.02 < SE < .03), è stata evidenziata una forte coerenza nella scala (H = .55, SE = .02).
Per gli item SI, le coppie mostrano una scalabilità di .40 < Hjk < .67 (.03 < SE < .05), mentre i singoli item si attestano tra .45 < Hj < .57 (.02 < SE < .03).
La scala complessiva per gli item SI registra un H = .52 (SE = .02); tuttavia, l’ampiezza dell’errore standard impedisce di affermare con certezza che nella popolazione H sia maggiore di .5, suggerendo così una forza media della scala.
Per quanto riguarda i 14 item del DS14, è stato ottenuto un H = .36 (SE = .02), ma questi non formano una scala Mokken debole, dato che i coefficienti H2,3 e H3,5 risultano negativi, in violazione del criterio per la definizione di scala. Altri coefficienti di scalabilità per coppie di item non hanno mostrato significatività superiore a zero. Tenendo conto degli errori standard, i coefficienti di scalabilità per gli item H2, H5 e H11 superano significativamente il limite inferiore convenzionale di .3.
Indipendenza locale. Investigare l’indipendenza locale utilizzando la procedura di associazione condizionale (Straat et al., in stampa). La procedura di associazione condizionale coinvolge due indici W1 e W3 che segnalano coppie di item dipendenti localmente.
# STEP 5: LOCAL INDEPENDENCE
# Results from CA procedure
check.ca(itemsScores[, Na], TRUE)
- $InScale
-
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
-
- $Index
- $W1
A matrix: 7 × 7 of type dbl Na2 Na4 Na5 Na7 Na9 Na12 Na13 Na2 NA 0.6179697 1.2066679 1.379887 1.0918364 3.5995994 2.164015 Na4 0.4210748 NA 0.8414810 1.753125 1.0550188 2.6399419 3.698480 Na5 0.5506875 0.8513984 NA 1.883061 1.6898703 1.1305348 2.105468 Na7 0.1219797 0.5447578 0.2169763 NA 0.7527397 1.6090471 1.404433 Na9 0.7567135 0.9076606 1.1558442 1.629162 NA 0.2244819 1.904042 Na12 0.8473397 0.6294961 0.2911338 1.861060 0.8821990 NA 2.135409 Na13 0.1200216 0.3472191 0.2334970 1.101058 0.3292302 1.9645768 NA - $W2
A matrix: 1 × 7 of type dbl 46.05904 39.59751 43.65944 36.36045 44.05644 36.08189 39.60723 - $W3
A matrix: 7 × 7 of type dbl Na2 Na4 Na5 Na7 Na9 Na12 Na13 Na2 NA 12.289372 3.243247 10.058823 6.395469 3.918299 10.153830 Na4 12.289372 NA 9.886621 3.011686 7.617531 4.007542 2.784763 Na5 3.243247 9.886621 NA 9.606688 2.424949 6.988068 11.509870 Na7 10.058823 3.011686 9.606688 NA 6.554529 4.415711 2.713013 Na9 6.395469 7.617531 2.424949 6.554529 NA 12.685237 8.378724 Na12 3.918299 4.007542 6.988068 4.415711 12.685237 NA 4.067033 Na13 10.153830 2.784763 11.509870 2.713013 8.378724 4.067033 NA
- $Flagged
- $F1
A matrix: 7 × 7 of type dbl Na2 Na4 Na5 Na7 Na9 Na12 Na13 Na2 0 0 0 0 0 0 0 Na4 0 0 0 0 0 0 0 Na5 0 0 0 0 0 0 0 Na7 0 0 0 0 0 0 0 Na9 0 0 0 0 0 0 0 Na12 0 0 0 0 0 0 0 Na13 0 0 0 0 0 0 0 - $F2
A matrix: 1 × 7 of type dbl 0 0 0 0 0 0 0 - $F3
A matrix: 7 × 7 of type dbl Na2 Na4 Na5 Na7 Na9 Na12 Na13 Na2 0 0 0 0 0 0 0 Na4 0 0 0 0 0 0 0 Na5 0 0 0 0 0 0 0 Na7 0 0 0 0 0 0 0 Na9 0 0 0 0 0 0 0 Na12 0 0 0 0 0 0 0 Na13 0 0 0 0 0 0 0
check.ca(itemsScores[, Si], TRUE)
- $InScale
-
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
-
- TRUE
- FALSE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
-
- TRUE
- FALSE
- TRUE
- TRUE
- TRUE
- TRUE
- FALSE
-
- $Index
- $W1
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 NA 0.61080275 0.13233200 0.3864878 0.3214138 0.39027350 0.2545415 Si3 7.4940537 NA 0.14788369 3.3404313 2.2940595 1.62689279 1.9854466 Si6 3.2383893 0.02665348 NA 3.0148224 3.0785904 1.69901340 2.0204872 Si8 0.8887082 0.14169155 0.07253119 NA 0.3775119 0.09634922 0.4288780 Si10 1.5960351 0.08681354 0.13281054 0.8860611 NA 0.83018918 0.2547350 Si11 1.6889198 0.27593365 0.27492005 0.8375871 1.0178655 NA 0.1092758 Si14 1.5630712 0.16251226 0.53781990 2.5512166 1.3677266 0.16834674 NA - $W2
A matrix: 1 × 7 of type dbl 39.50309 45.65888 45.38552 34.33251 37.19939 42.15621 40.21989 - $W3
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 NA 1.235175 6.876940 8.953452 6.179279 7.308560 8.949681 Si3 1.235175 NA 14.953617 8.153276 6.268706 6.972669 8.075439 Si6 6.876940 14.953617 NA 3.861704 7.052217 6.761927 5.879112 Si8 8.953452 8.153276 3.861704 NA 5.155177 6.799279 1.409627 Si10 6.179279 6.268706 7.052217 5.155177 NA 5.475873 7.068136 Si11 7.308560 6.972669 6.761927 6.799279 5.475873 NA 8.837899 Si14 8.949681 8.075439 5.879112 1.409627 7.068136 8.837899 NA
- $W1
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 NA NA 0.13233200 0.3864849 0.3214011 0.38246417 0.25232684 Si3 NA NA NA NA NA NA NA Si6 0.14118765 NA NA 0.6130808 1.1122510 0.44549143 0.26424484 Si8 0.07884079 NA 0.06649432 NA 0.2590659 0.06108522 0.25906970 Si10 0.33580780 NA 0.12444040 0.7630631 NA 0.61772374 0.21501398 Si11 0.38493217 NA 0.25941331 0.6862065 0.8826178 NA 0.09181554 Si14 0.54030147 NA 0.41984998 1.8869084 1.2937128 0.05051468 NA - $W2
A matrix: 1 × 7 of type dbl 20.21876 NA 24.34267 18.70754 22.2938 25.93124 24.02858 - $W3
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 NA NA 4.917433 4.099943 2.760407 3.594524 4.846455 Si3 NA NA NA NA NA NA NA Si6 4.917433 NA NA 3.022826 5.692270 5.835754 4.874390 Si8 4.099943 NA 3.022826 NA 4.364169 6.050361 1.170238 Si10 2.760407 NA 5.692270 4.364169 NA 3.395029 6.081922 Si11 3.594524 NA 5.835754 6.050361 3.395029 NA 7.055575 Si14 4.846455 NA 4.874390 1.170238 6.081922 7.055575 NA
- $W1
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 NA NA 0.04749283 0.10001891 0.2706452 0.36325565 NA Si3 NA NA NA NA NA NA NA Si6 0.06539702 NA NA 0.25563275 0.3206986 0.43438917 NA Si8 0.07880992 NA 0.06644315 NA 0.2589359 0.06108031 NA Si10 0.06804149 NA 0.01301436 0.04022932 NA 0.59752476 NA Si11 0.18821851 NA 0.03587970 0.16604595 0.4313432 NA NA Si14 NA NA NA NA NA NA NA - $W2
A matrix: 1 × 7 of type dbl 11.14005 NA 13.20044 9.150614 11.47446 12.69603 NA - $W3
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 NA NA 3.599736 2.185717 2.639904 2.714694 NA Si3 NA NA NA NA NA NA NA Si6 3.599736 NA NA 1.330815 4.817293 3.452590 NA Si8 2.185717 NA 1.330815 NA 1.561302 4.072780 NA Si10 2.639904 NA 4.817293 1.561302 NA 2.455961 NA Si11 2.714694 NA 3.452590 4.072780 2.455961 NA NA Si14 NA NA NA NA NA NA NA
- $Flagged
- $F1
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 0 0 0 0 0 0 0 Si3 1 0 0 0 0 0 0 Si6 0 0 0 0 0 0 0 Si8 0 0 0 0 0 0 0 Si10 0 0 0 0 0 0 0 Si11 0 0 0 0 0 0 0 Si14 0 0 0 0 0 0 0 - $F2
A matrix: 1 × 7 of type dbl 0 0 0 0 0 0 0 - $F3
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 0 0 0 0 0 0 0 Si3 0 0 1 0 0 0 0 Si6 0 1 0 0 0 0 0 Si8 0 0 0 0 0 0 0 Si10 0 0 0 0 0 0 0 Si11 0 0 0 0 0 0 0 Si14 0 0 0 0 0 0 0
- $F1
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 0 NA 0 0 0 0 0 Si3 NA NA NA NA NA NA NA Si6 0 NA 0 0 0 0 0 Si8 0 NA 0 0 0 0 0 Si10 0 NA 0 0 0 0 0 Si11 0 NA 0 0 0 0 0 Si14 0 NA 0 1 0 0 0 - $F2
A matrix: 1 × 7 of type dbl 0 NA 0 0 0 0 0 - $F3
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 0 NA 0 0 0 0 0 Si3 NA NA NA NA NA NA NA Si6 0 NA 0 0 0 0 0 Si8 0 NA 0 0 0 0 0 Si10 0 NA 0 0 0 0 0 Si11 0 NA 0 0 0 0 0 Si14 0 NA 0 0 0 0 0
- $F1
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 0 NA 0 0 0 0 NA Si3 NA NA NA NA NA NA NA Si6 0 NA 0 0 0 0 NA Si8 0 NA 0 0 0 0 NA Si10 0 NA 0 0 0 0 NA Si11 0 NA 0 0 0 0 NA Si14 NA NA NA NA NA NA NA - $F2
A matrix: 1 × 7 of type dbl 0 NA 0 0 0 0 NA - $F3
A matrix: 7 × 7 of type dbl Si1 Si3 Si6 Si8 Si10 Si11 Si14 Si1 0 NA 0 0 0 0 NA Si3 NA NA NA NA NA NA NA Si6 0 NA 0 0 0 0 NA Si8 0 NA 0 0 0 0 NA Si10 0 NA 0 0 0 0 NA Si11 0 NA 0 0 0 0 NA Si14 NA NA NA NA NA NA NA
check.ca(itemsScores, TRUE)
- $InScale
-
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
-
- TRUE
- TRUE
- FALSE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
-
- FALSE
- TRUE
- FALSE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
- TRUE
-
- $Index
- $W1
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 NA 3.7656759 5.3950361 12.763969 5.392215 22.27823 13.89110 18.465576 7.967065 16.551151 13.990934 10.170014 13.621740 15.756574 Na2 9.338788 NA 3.1339634 16.357831 13.147263 17.60705 19.81005 14.050577 15.865210 13.169944 12.459782 21.209560 20.672213 12.380653 Si3 31.467695 8.3767345 NA 16.654163 7.654408 23.64544 18.93421 27.580420 14.432880 27.338030 23.133233 14.694454 17.397528 26.568026 Na4 5.849691 2.0894263 1.9303778 NA 3.342817 13.93560 11.92809 9.399139 5.810212 6.290490 6.446997 8.583626 11.018004 8.642545 Na5 10.014376 9.0500166 2.9697158 16.619004 NA 21.90283 20.61846 11.172094 15.296915 11.746344 13.844898 13.650013 17.805039 11.374531 Si6 5.409296 0.8488675 0.2330259 5.003882 2.895776 NA 6.80852 5.595272 6.359225 3.790967 3.408145 2.813723 7.055205 4.341929 Na7 6.806945 1.4946857 1.4407670 8.238079 1.905501 11.80435 NA 8.795147 3.962045 7.965476 5.593104 8.210832 8.798303 8.797831 Si8 6.859512 2.3198355 1.5996206 9.563978 1.520464 14.96694 11.04066 NA 8.590548 5.904984 5.125885 5.524485 9.223541 7.712751 Na9 7.898193 4.6657959 2.0920162 11.162755 7.147696 17.49868 12.94410 12.835822 NA 9.737938 7.423739 8.347900 11.672639 11.733514 Si10 8.465390 2.2860736 2.4677840 8.180382 3.338846 14.92748 13.27133 12.138669 7.431532 NA 9.332409 7.344684 8.272975 10.098650 Si11 9.480336 2.4753882 3.7213631 9.469153 6.390568 15.69793 11.28610 10.091799 6.319459 10.205066 NA 8.830749 12.620963 8.874111 Na12 9.660531 4.4743872 1.3038690 11.187390 3.997470 13.56376 14.16189 10.886371 6.534872 9.563710 8.738885 NA 14.280056 10.183019 Na13 7.556236 2.2730320 1.8801824 10.161251 2.783035 12.08124 12.78433 10.008027 4.055762 6.292040 6.135067 7.821810 NA 8.712854 Si14 10.261308 1.9078247 2.5234735 9.320444 2.522014 12.30929 11.65321 13.136709 8.191802 8.646156 7.115753 7.669230 9.186305 NA - $W2
A matrix: 1 × 14 of type dbl 199.7975 209.1171 222.4811 196.5573 208.3068 171.5022 184.1062 183.4612 201.4381 196.0021 208.553 201.7752 187.5183 200.3439 - $W3
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 NA 23.583543 1.439905 21.025183 23.756321 7.990476 23.449608 4.690190 24.787752 4.642923 7.043891 24.943112 22.994205 9.450376 Na2 23.583543 NA 26.436852 13.401040 5.599161 17.729224 10.278958 20.919021 7.929977 21.576151 22.591901 5.733513 8.679145 24.658609 Si3 1.439905 26.436852 NA 23.000517 28.979946 14.350101 24.146972 5.481497 25.389764 8.066076 7.754072 24.237619 23.679720 9.518100 Na4 21.025183 13.401040 23.000517 NA 11.491672 15.805479 5.786337 21.039569 8.789801 23.734776 21.745469 6.876545 5.704178 18.156704 Na5 23.756321 5.599161 28.979946 11.491672 NA 16.944251 8.575985 23.184673 5.977763 21.660071 21.430096 8.312872 8.498457 23.895494 Si6 7.990476 17.729224 14.350101 15.805479 16.944251 NA 15.115749 6.570141 17.411380 7.376653 9.288402 17.497212 15.955490 9.467630 Na7 23.449608 10.278958 24.146972 5.786337 8.575985 15.115749 NA 20.015148 7.338796 21.783799 20.889961 5.418474 3.985706 17.320702 Si8 4.690190 20.919021 5.481497 21.039569 23.184673 6.570141 20.015148 NA 21.120330 4.503019 8.217481 22.857170 20.365858 4.497078 Na9 24.787752 7.929977 25.389764 8.789801 5.977763 17.411380 7.338796 21.120330 NA 19.852483 23.506620 12.247466 7.808877 19.277134 Si10 4.642923 21.576151 8.066076 23.734776 21.660071 7.376653 21.783799 4.503019 19.852483 NA 8.434822 21.681058 23.542237 9.148065 Si11 7.043891 22.591901 7.754072 21.745469 21.430096 9.288402 20.889961 8.217481 23.506620 8.434822 NA 24.074272 21.045965 12.530008 Na12 24.943112 5.733513 24.237619 6.876545 8.312872 17.497212 5.418474 22.857170 12.247466 21.681058 24.074272 NA 5.365182 22.530682 Na13 22.994205 8.679145 23.679720 5.704178 8.498457 15.955490 3.985706 20.365858 7.808877 23.542237 21.045965 5.365182 NA 19.893302 Si14 9.450376 24.658609 9.518100 18.156704 23.895494 9.467630 17.320702 4.497078 19.277134 9.148065 12.530008 22.530682 19.893302 NA
- $W1
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 NA 3.7656759 NA 12.763803 5.392211 22.278227 13.890982 18.465573 7.808112 16.551138 13.983125 10.170014 13.620763 15.754359 Na2 5.168384 NA NA 12.824940 10.346170 13.525239 16.005403 9.639891 12.308310 8.645005 8.419605 17.101838 17.080766 8.085127 Si3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na4 2.927259 1.2302787 NA NA 2.513425 11.102750 9.784654 6.507296 4.532399 3.582967 4.163946 7.334070 9.050631 5.468034 Na5 6.149700 6.2307747 NA 13.181291 NA 17.414401 16.366912 7.565300 11.569358 7.454093 9.777547 9.710678 14.526032 7.269407 Si6 2.312094 0.5199761 NA 4.835524 2.579262 NA 6.038700 3.193530 4.973205 1.824628 2.154623 2.699062 6.212732 2.585687 Na7 3.868915 0.9290250 NA 6.547796 1.342486 9.087505 NA 5.792234 3.062543 4.845919 3.281795 6.415142 6.926073 5.819706 Si8 6.049644 2.3196208 NA 9.551355 1.519434 14.960905 10.981691 NA 8.423854 5.786538 5.090621 5.522902 9.166333 7.542943 Na9 4.762954 3.2093002 NA 8.249070 5.811365 13.672466 10.287373 8.927097 NA 6.050103 4.225303 6.310433 9.102697 8.056472 Si10 7.205163 2.2859751 NA 8.179009 3.311999 14.919108 13.119987 12.015671 7.276035 NA 9.119943 7.336979 8.238073 10.058929 Si11 8.176349 2.4752589 NA 9.466454 6.367092 15.682419 11.217817 9.940419 6.255304 10.069818 NA 8.829939 12.611387 8.856651 Na12 5.838051 2.9750387 NA 8.379742 2.845856 10.914908 11.385362 7.453634 4.717835 5.808480 5.693636 NA 11.353235 6.892064 Na13 4.435854 1.4388142 NA 8.081367 2.185438 9.178688 10.547555 7.021736 2.926157 3.335403 3.574300 6.383381 NA 5.651557 Si14 9.238538 1.8945364 NA 9.313604 2.514519 12.191325 11.637176 12.472400 8.098654 8.572142 6.997921 7.667735 8.940731 NA - $W2
A matrix: 1 × 14 of type dbl 183.4906 181.9844 NA 165.8003 180.8347 150.7912 164.063 174.6936 178.8568 180.665 190.4845 171.4054 154.802 181.3141 - $W3
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 NA 23.780790 NA 19.535316 22.963098 5.731670 22.406986 5.536139 23.920166 4.078907 6.204828 22.230852 20.088205 7.013683 Na2 23.780790 NA NA 13.770937 6.825600 16.444537 10.386683 22.431811 7.770439 21.910459 21.797842 5.995459 8.190031 22.679833 Si3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na4 19.535316 13.770937 NA NA 11.374518 15.656150 4.508709 19.855592 10.628301 21.069658 21.264498 8.063787 3.249037 16.823782 Na5 22.963098 6.825600 NA 11.374518 NA 16.912847 8.922352 24.230329 6.125241 22.208279 20.842778 6.581999 8.189950 25.657758 Si6 5.731670 16.444537 NA 15.656150 16.912847 NA 17.411490 6.472869 16.403934 6.207183 8.173074 16.623782 15.934809 8.818826 Na7 22.406986 10.386683 NA 4.508709 8.922352 17.411490 NA 19.508576 8.685418 20.636972 22.486362 6.005155 4.358228 18.746045 Si8 5.536139 22.431811 NA 19.855592 24.230329 6.472869 19.508576 NA 19.775288 4.532032 6.864838 22.769496 18.754285 3.962326 Na9 23.920166 7.770439 NA 10.628301 6.125241 16.403934 8.685418 19.775288 NA 20.567545 22.102593 13.031775 9.474248 20.371856 Si10 4.078907 21.910459 NA 21.069658 22.208279 6.207183 20.636972 4.532032 20.567545 NA 6.794242 22.415608 22.100840 8.143277 Si11 6.204828 21.797842 NA 21.264498 20.842778 8.173074 22.486362 6.864838 22.102593 6.794242 NA 21.908414 21.966164 10.078817 Na12 22.230852 5.995459 NA 8.063787 6.581999 16.623782 6.005155 22.769496 13.031775 22.415608 21.908414 NA 4.628721 21.150367 Na13 20.088205 8.190031 NA 3.249037 8.189950 15.934809 4.358228 18.754285 9.474248 22.100840 21.966164 4.628721 NA 17.867491 Si14 7.013683 22.679833 NA 16.823782 25.657758 8.818826 18.746045 3.962326 20.371856 8.143277 10.078817 21.150367 17.867491 NA
- $W1
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na2 NA NA NA 9.911902 8.045225 9.852553 12.864620 6.329706 9.953431 5.293336 5.695918 13.811017 13.726837 5.303845 Si3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na4 NA 1.0436371 NA NA 2.019564 8.209863 8.334766 4.567775 4.112617 2.089980 2.688691 6.609983 7.594499 3.901180 Na5 NA 4.8930832 NA 10.445484 NA 13.717248 13.370997 4.844171 9.683839 4.652835 6.974582 7.442898 12.071869 4.792993 Si6 NA 0.5155162 NA 4.827466 2.541566 NA 5.834359 3.112316 4.730148 1.648497 2.073000 2.697738 6.089226 2.472399 Na7 NA 0.6202472 NA 4.935163 1.035004 6.047585 NA 3.621332 2.568974 2.800166 1.637648 4.890220 5.374256 3.911354 Si8 NA 2.3195831 NA 9.429798 1.518974 14.927251 10.942139 NA 7.777493 5.759874 5.057029 5.522007 9.055772 7.425219 Na9 NA 2.0479517 NA 5.965457 4.564073 9.582883 7.899129 5.621354 NA 3.165950 1.952049 4.601055 6.809659 5.044614 Si10 NA 2.2859736 NA 8.178933 3.295717 14.911891 13.116214 12.007243 7.141527 NA 8.871903 7.335115 8.193650 10.058164 Si11 NA 2.4752299 NA 9.459187 6.272177 15.675798 11.195626 9.930042 6.022304 10.001968 NA 8.829922 12.605660 8.836101 Na12 NA 2.5223799 NA 6.708784 2.279759 8.563978 9.518220 4.988942 4.177720 3.765587 4.035683 NA 9.321894 5.050960 Na13 NA 1.1490103 NA 6.706954 1.862815 6.775952 8.788081 4.854821 2.503683 1.724380 2.550900 5.746211 NA 3.735390 Si14 NA 1.8703108 NA 9.277222 2.509960 12.106485 11.617496 12.185934 7.663806 8.521386 6.978712 7.655978 8.744605 NA - $W2
A matrix: 1 × 14 of type dbl NA 153.0343 NA 140.2051 149.8509 137.0658 139.9683 159.1131 152.8541 162.9803 164.3808 144.6456 138.9441 162.3001 - $W3
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na2 NA NA NA 13.368235 7.628871 15.829520 9.990274 20.042775 8.947831 20.813679 19.083393 4.915126 9.369114 23.045519 Si3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na4 NA 13.368235 NA NA 11.811750 16.171848 5.020097 18.969383 10.447759 19.627398 19.650382 6.201317 2.843713 16.093198 Na5 NA 7.628871 NA 11.811750 NA 13.796792 10.654213 21.916268 5.765976 19.509011 18.555753 7.742425 10.253061 22.216814 Si6 NA 15.829520 NA 16.171848 13.796792 NA 14.896317 5.825505 15.893522 5.468681 7.034744 16.457941 18.247187 7.443786 Na7 NA 9.990274 NA 5.020097 10.654213 14.896317 NA 20.044285 9.923651 20.218434 20.350933 6.509602 6.127556 16.232976 Si8 NA 20.042775 NA 18.969383 21.916268 5.825505 20.044285 NA 18.308179 3.873418 5.968182 21.513202 20.190087 2.461829 Na9 NA 8.947831 NA 10.447759 5.765976 15.893522 9.923651 18.308179 NA 19.685657 20.741003 15.384444 8.604593 19.151466 Si10 NA 20.813679 NA 19.627398 19.509011 5.468681 20.218434 3.873418 19.685657 NA 4.713258 20.628075 20.186516 8.256204 Si11 NA 19.083393 NA 19.650382 18.555753 7.034744 20.350933 5.968182 20.741003 4.713258 NA 19.611732 20.571127 8.100257 Na12 NA 4.915126 NA 6.201317 7.742425 16.457941 6.509602 21.513202 15.384444 20.628075 19.611732 NA 4.467404 21.214324 Na13 NA 9.369114 NA 2.843713 10.253061 18.247187 6.127556 20.190087 8.604593 20.186516 20.571127 4.467404 NA 18.083776 Si14 NA 23.045519 NA 16.093198 22.216814 7.443786 16.232976 2.461829 19.151466 8.256204 8.100257 21.214324 18.083776 NA
- $Flagged
- $F1
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si3 1 0 0 0 0 0 0 1 0 1 0 0 0 1 Na4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 - $F2
A matrix: 1 × 14 of type dbl 0 0 0 0 0 0 0 0 0 0 0 0 0 0 - $F3
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Na13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Si14 0 0 0 0 0 0 0 0 0 0 0 0 0 0
- $F1
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 0 0 NA 0 0 1 0 1 0 0 0 0 0 0 Na2 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na4 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na5 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si6 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na7 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si8 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na9 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si10 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si11 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na12 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na13 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si14 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 - $F2
A matrix: 1 × 14 of type dbl 0 0 NA 0 0 0 0 0 0 0 1 0 0 0 - $F3
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na2 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na4 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na5 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si6 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na7 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si8 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na9 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si10 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si11 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na12 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na13 0 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si14 0 0 NA 0 0 0 0 0 0 0 0 0 0 0
- $F1
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na2 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na4 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na5 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si6 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na7 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si8 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na9 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si10 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si11 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na12 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na13 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si14 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 - $F2
A matrix: 1 × 14 of type dbl NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 - $F3
A matrix: 14 × 14 of type dbl Si1 Na2 Si3 Na4 Na5 Si6 Na7 Si8 Na9 Si10 Si11 Na12 Na13 Si14 Si1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na2 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA Na4 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na5 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si6 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na7 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si8 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na9 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si10 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si11 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na12 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Na13 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0 Si14 NA 0 NA 0 0 0 0 0 0 0 0 0 0 0
Per gli item NA, la procedura di associazione condizionata utilizzando gli indici W1 e W3 non ha evidenziato alcun item problematico.
Per gli item SI, un elevato indice W1 ha suggerito che gli item formulati negativamente 1 e 3 fossero dipendenti localmente in modo positivo. L’indice W3 ha segnalato la coppia di item (3, 6), suggerendo che questi item potrebbero essere dipendenti localmente in modo negativo.
In conformità con i passi 3 e 4, questo risultato ha suggerito che l’item 3 potrebbe essere rivisto. Senza l’item 3, l’indice W1 ha indicato le coppie di item (8, 14) e (10, 14) come dipendenti localmente in modo positivo. Per l’intero DS14, gli indici hanno identificato gli item 1 e 3 come dipendenti localmente in modo positivo, e presenti in diverse coppie di item dipendenti localmente in modo negativo con altri item. Senza gli item 1 e 3, i dati rimanenti non mostrano evidenze di dipendenza locale.
67.6. Step 6#
Monotonicità. Investigare la monotonia delle funzioni di risposta agli item (IRF) usando un metodo di regressione non parametrico per un punteggio dell’item sul punteggio totale degli altri J-1 item nella stessa scala (Junker & Sijtsma, 2000; Sijtsma & Molenaar, 2002, 2016). L’analisi grafica fornisce un’indicazione del grado in cui una curva osservata può essere considerata monotona, e le deviazioni locali dalla monotonia possono essere testate per significatività statistica.
# Results from manifest monotonicity
resMonNa <- check.monotonicity(itemsScores[, Na])
resMonSi <- check.monotonicity(itemsScores[, Si])
resMonDs <- check.monotonicity(itemsScores)
summary(resMonNa)
| ItemH | #ac | #vi | #vi/#ac | maxvi | sum | sum/#ac | zmax | #zsig | crit | |
|---|---|---|---|---|---|---|---|---|---|---|
| Na2 | 0.48 | 84 | 0 | 0.00 | 0.00 | 0.00 | 0.0000 | 0.00 | 0 | 0 |
| Na4 | 0.56 | 107 | 1 | 0.01 | 0.04 | 0.04 | 0.0004 | 0.77 | 0 | -1 |
| Na5 | 0.50 | 79 | 1 | 0.01 | 0.05 | 0.05 | 0.0007 | 0.95 | 0 | 4 |
| Na7 | 0.59 | 78 | 2 | 0.03 | 0.07 | 0.10 | 0.0013 | 1.02 | 0 | 5 |
| Na9 | 0.51 | 86 | 4 | 0.05 | 0.08 | 0.23 | 0.0027 | 1.26 | 0 | 17 |
| Na12 | 0.56 | 78 | 0 | 0.00 | 0.00 | 0.00 | 0.0000 | 0.00 | 0 | 0 |
| Na13 | 0.62 | 59 | 0 | 0.00 | 0.00 | 0.00 | 0.0000 | 0.00 | 0 | 0 |
summary(resMonSi)
| ItemH | #ac | #vi | #vi/#ac | maxvi | sum | sum/#ac | zmax | #zsig | crit | |
|---|---|---|---|---|---|---|---|---|---|---|
| Si1 | 0.57 | 108 | 0 | 0.00 | 0.00 | 0.00 | 0.0000 | 0.00 | 0 | 0 |
| Si3 | 0.45 | 112 | 5 | 0.04 | 0.08 | 0.24 | 0.0021 | 0.91 | 0 | 18 |
| Si6 | 0.49 | 103 | 8 | 0.08 | 0.07 | 0.45 | 0.0044 | 1.76 | 1 | 39 |
| Si8 | 0.57 | 89 | 1 | 0.01 | 0.04 | 0.04 | 0.0005 | 0.92 | 0 | -1 |
| Si10 | 0.55 | 96 | 0 | 0.00 | 0.00 | 0.00 | 0.0000 | 0.00 | 0 | 0 |
| Si11 | 0.49 | 97 | 6 | 0.06 | 0.09 | 0.38 | 0.0040 | 1.53 | 0 | 26 |
| Si14 | 0.52 | 89 | 3 | 0.03 | 0.04 | 0.10 | 0.0012 | 1.13 | 0 | 8 |
summary(resMonDs)
| ItemH | #ac | #vi | #vi/#ac | maxvi | sum | sum/#ac | zmax | #zsig | crit | |
|---|---|---|---|---|---|---|---|---|---|---|
| Si1 | 0.35 | 95 | 0 | 0.00 | 0.00 | 0.00 | 0.0000 | 0.00 | 0 | 0 |
| Na2 | 0.28 | 144 | 6 | 0.04 | 0.14 | 0.48 | 0.0034 | 1.97 | 1 | 52 |
| Si3 | 0.22 | 112 | 6 | 0.05 | 0.07 | 0.29 | 0.0026 | 1.16 | 0 | 32 |
| Na4 | 0.40 | 96 | 1 | 0.01 | 0.09 | 0.09 | 0.0009 | 0.91 | 0 | 13 |
| Na5 | 0.31 | 112 | 3 | 0.03 | 0.05 | 0.13 | 0.0012 | 0.92 | 0 | 18 |
| Si6 | 0.44 | 118 | 6 | 0.05 | 0.04 | 0.25 | 0.0021 | 1.00 | 0 | 17 |
| Na7 | 0.43 | 95 | 11 | 0.12 | 0.07 | 0.41 | 0.0043 | 1.51 | 0 | 33 |
| Si8 | 0.41 | 91 | 5 | 0.05 | 0.08 | 0.22 | 0.0024 | 1.06 | 0 | 22 |
| Na9 | 0.35 | 83 | 5 | 0.06 | 0.05 | 0.25 | 0.0031 | 1.40 | 0 | 26 |
| Si10 | 0.37 | 129 | 3 | 0.02 | 0.10 | 0.19 | 0.0014 | 0.96 | 0 | 21 |
| Si11 | 0.34 | 131 | 3 | 0.02 | 0.08 | 0.19 | 0.0015 | 1.73 | 1 | 35 |
| Na12 | 0.37 | 105 | 2 | 0.02 | 0.06 | 0.09 | 0.0009 | 0.62 | 0 | 12 |
| Na13 | 0.42 | 97 | 1 | 0.01 | 0.03 | 0.03 | 0.0003 | 0.33 | 0 | 2 |
| Si14 | 0.38 | 90 | 0 | 0.00 | 0.00 | 0.00 | 0.0000 | 0.00 | 0 | 0 |
plot(resMonSi, items = 3, curve = "IRF")
plot(resMonDs, items = 2, curve = "IRF")
plot(resMonDs, items = 11, curve = "IRF")
Nel caso di NA, l’analisi dei dati ha supportato la monotonia manifesta. Per quanto riguarda SI, un ISRF dell’elemento 6 ha mostrato una significativa diminuzione, ma l’item response function (IRF) risultante non è stato influenzato. Per l’intero DS14, i ISRF degli item 2 e 11 hanno mostrato una significativa diminuzione, ma l’effetto sull’IRF è stato minimo.
67.7. Step 7#
Ordinamento invariante degli item. L’IIO sostiene che l’ordine degli item, basato sulla difficoltà o sulla probabilità di una risposta positiva, dovrebbe rimanere costante indipendentemente dal gruppo di soggetti considerato. Ciò significa che, se un item è generalmente più difficile di un altro in un sottogruppo di soggetti, dovrebbe rimanere più difficile in tutti i sottogruppi.
Per NA, SI e gli item DS14, l’ispezione visiva ha suggerito che diverse IRF fossero quasi identiche, rendendo quindi difficile stabilire un ordinamento degli item invariante. Il metodo più rigoroso per indagare sull’ordinamento degli item invariante (chiamato aumento in trasposizione; Ligtvoet, Van der Ark, Bergsma e Sijtsma, 2011) ha suggerito che solo quattro dei 14 item (NA: 4, 13; SI: 10, 14) non mostrano segni di violazione dell’ordinamento degli item invariante.
# Results from manifest IIO
resIioNa <- check.iio(itemsScores[, Na])
resIioSi <- check.iio(itemsScores[, Si])
resIioDs <- check.iio(itemsScores)
summary(resIioNa)
- $method
- 'MIIO'
- $item.summary
A matrix: 7 × 10 of type dbl ItemH #ac #vi #vi/#ac maxvi sum sum/#ac tmax #tsig crit Na2 0.48 36 2 0.06 0.24 0.46 0.0128 1.95 2 70 Na12 0.56 35 3 0.09 0.24 0.59 0.0168 1.95 2 74 Na5 0.50 36 1 0.03 0.13 0.13 0.0036 0.75 0 17 Na7 0.59 36 4 0.11 0.16 0.60 0.0167 2.53 2 71 Na9 0.52 36 5 0.14 0.36 1.11 0.0309 3.13 3 124 Na4 0.56 36 3 0.08 0.28 0.58 0.0162 2.36 3 86 Na13 0.62 35 2 0.06 0.36 0.54 0.0154 3.13 2 85 - $backward.selection
A matrix: 7 × 4 of type dbl step 1 step 2 step 3 step 4 Na2 1 1 1 NA Na12 1 1 1 0 Na5 0 0 0 0 Na7 2 1 0 0 Na9 3 NA NA NA Na4 3 2 NA NA Na13 2 1 0 0 - $HT
- 0.438472566753628
summary(resIioSi)
- $method
- 'MIIO'
- $item.summary
A matrix: 7 × 10 of type dbl ItemH #ac #vi #vi/#ac maxvi sum sum/#ac tmax #tsig crit Si3 0.45 37 0 0.00 0.00 0.00 0.0000 0.00 0 0 Si11 0.49 36 2 0.06 0.32 0.49 0.0136 2.95 2 84 Si10 0.55 37 2 0.05 0.32 0.46 0.0124 2.95 1 72 Si1 0.57 38 2 0.05 0.24 0.40 0.0106 1.61 0 42 Si8 0.57 37 4 0.11 0.26 0.73 0.0196 1.76 1 74 Si6 0.49 36 3 0.08 0.26 0.64 0.0178 1.61 0 60 Si14 0.52 37 1 0.03 0.13 0.13 0.0036 1.12 0 18 - $backward.selection
A matrix: 7 × 2 of type dbl step 1 step 2 Si3 0 0 Si11 2 NA Si10 1 0 Si1 0 0 Si8 1 0 Si6 0 0 Si14 0 0 - $HT
- 0.121036422377558
summary(resIioDs)
- $method
- 'MIIO'
- $item.summary
A matrix: 14 × 10 of type dbl ItemH #ac #vi #vi/#ac maxvi sum sum/#ac tmax #tsig crit Na2 0.28 93 4 0.04 0.35 1.06 0.0114 2.25 1 86 Na12 0.37 94 7 0.07 0.58 2.05 0.0218 2.89 3 135 Si3 0.22 96 7 0.07 0.58 2.05 0.0214 2.89 2 137 Na5 0.31 93 5 0.05 0.25 1.08 0.0116 1.14 0 60 Si11 0.34 96 4 0.04 0.24 0.79 0.0082 1.61 0 53 Si10 0.37 91 2 0.02 0.23 0.36 0.0040 1.61 0 40 Si1 0.35 95 5 0.05 0.39 1.27 0.0133 2.93 2 99 Si8 0.41 94 4 0.04 0.29 0.87 0.0093 2.23 2 75 Si6 0.44 96 8 0.08 0.39 1.71 0.0178 2.93 2 105 Si14 0.38 93 6 0.06 0.30 1.19 0.0128 2.25 2 85 Na7 0.43 96 8 0.08 0.40 1.87 0.0195 2.92 4 116 Na9 0.35 97 10 0.10 0.40 1.92 0.0198 2.49 3 116 Na4 0.40 96 6 0.06 0.28 1.24 0.0130 2.92 4 94 Na13 0.42 94 4 0.04 0.28 0.74 0.0079 1.94 1 64 - $backward.selection
A matrix: 14 × 6 of type dbl step 1 step 2 step 3 step 4 step 5 step 6 Na2 1 1 0 0 0 0 Na12 2 2 NA NA NA NA Si3 1 1 0 0 0 0 Na5 0 0 0 0 0 0 Si11 0 0 0 0 0 0 Si10 0 0 0 0 0 0 Si1 2 2 2 NA NA NA Si8 2 2 2 1 0 0 Si6 2 2 2 1 0 0 Si14 2 2 2 2 NA NA Na7 2 1 1 1 1 0 Na9 2 1 1 1 1 NA Na4 3 NA NA NA NA NA Na13 1 0 0 0 0 0 - $HT
- 0.155631246942616
# visual inspection
plot(resIioNa)
plot(resIioSi)
# Results from Method IT
resIioDsIt <- check.iio(itemsScores, method = "IT")
summary(resIioDsIt)
- $method
- 'IT'
- $item.summary
A matrix: 14 × 10 of type dbl ItemH #ac #vi #vi/#ac maxvi sum sum/#ac xmax #xsig crit Na2 0.28 930 67 0.07 0.10 3.28 0.0035 5.00 5 95 Na12 0.37 940 68 0.07 0.14 3.92 0.0042 7.00 10 117 Si3 0.22 960 65 0.07 0.14 3.44 0.0036 7.12 9 120 Na5 0.31 930 72 0.08 0.12 3.87 0.0042 6.00 6 106 Si11 0.34 960 69 0.07 0.14 3.78 0.0039 7.00 9 116 Si10 0.37 910 84 0.09 0.11 4.12 0.0045 7.12 12 122 Si1 0.35 950 65 0.07 0.10 3.37 0.0035 6.00 8 103 Si8 0.41 940 60 0.06 0.16 3.24 0.0034 6.00 6 101 Si6 0.44 960 69 0.07 0.14 3.63 0.0038 7.14 11 115 Si14 0.38 930 56 0.06 0.13 2.87 0.0031 6.40 6 99 Na7 0.43 960 62 0.06 0.17 3.12 0.0032 7.14 5 104 Na9 0.35 970 52 0.05 0.17 3.11 0.0032 9.00 9 123 Na4 0.40 960 38 0.04 0.14 1.78 0.0018 9.00 2 93 Na13 0.42 940 37 0.04 0.09 1.50 0.0016 4.00 2 61 - $backward.selection
A matrix: 14 × 10 of type dbl step 1 step 2 step 3 step 4 step 5 step 6 step 7 step 8 step 9 step 10 Na2 4 4 4 4 3 NA NA NA NA NA Na12 7 6 5 5 NA NA NA NA NA NA Si3 4 4 4 3 2 1 1 1 NA NA Na5 6 6 5 NA NA NA NA NA NA NA Si11 5 5 5 4 3 2 2 NA NA NA Si10 7 6 5 4 3 3 2 1 0 0 Si1 5 4 3 2 2 2 1 1 1 NA Si8 4 3 2 2 2 2 2 1 1 0 Si6 9 8 NA NA NA NA NA NA NA NA Si14 5 4 3 2 1 1 0 0 0 0 Na7 5 4 3 3 3 3 NA NA NA NA Na9 9 NA NA NA NA NA NA NA NA NA Na4 2 1 0 0 0 0 0 0 0 0 Na13 2 1 1 1 1 0 0 0 0 0 - $HT
- 0.121597784660984
iii. Proprietà della scala. Determinare le proprietà della scala delle scale identificate nella seconda fase (passi 8–10).
67.8. Step 8#
Affidabilità. Utilizzare il metodo Molenaar–Sijtsma (MS) (Sijtsma & Molenaar, 1987) per stimare l’affidabilità del punteggio del test. Il metodo MS assume il modello di doppia monotonia.
# STEP 8: RELIABILITY
check.reliability(itemsScores[, Na], irc = TRUE)
check.reliability(itemsScores[, Si], irc = TRUE)
check.reliability(itemsScores, irc = TRUE)
check.reliability(itemsScores[, -3])
- $MS
- 0.883119159334185
- $alpha
- 0.873083318798202
- $lambda.2
- 0.875456228510461
- $irc
-
- 0.561109330803049
- 0.672666349202855
- 0.59796006308463
- 0.720428543936926
- 0.62034425728731
- 0.673226022236864
- 0.745593733797823
- $MS
- 0.870585822377467
- $alpha
- 0.870525714715513
- $lambda.2
- 0.873002304002601
- $irc
-
- 0.719531318297224
- 0.53754980794435
- 0.616373529957479
- 0.732414321605589
- 0.689086278309901
- 0.595592592863512
- 0.645843416546044
- $MS
- 0.881483548710253
- $alpha
- 0.874670545530637
- $lambda.2
- 0.883217093565466
- $irc
-
- 0.521684456004778
- 0.408601876069594
- 0.327122024723764
- 0.5960367816755
- 0.45848610474584
- 0.669154194901804
- 0.646226455219469
- 0.623158664363801
- 0.524777674924687
- 0.566485040801581
- 0.496087120703027
- 0.549426117441985
- 0.622125970215216
- 0.568115691718221
- $MS
- 0.892032690253982
- $alpha
- 0.877185217828487
- $lambda.2
- 0.884159430531047
Tutte le stime sono molto alte e quindi soddisfacenti.
67.9. Step 9.#
Norme.
Nell’ambito della verifica delle scale Mokken, i ricercatori possono necessitare di tabelle normative per effettuare misurazioni accurate sugli individui. Una soluzione proposta da Oosterhuis, Van der Ark, e Sijtsma (2016) prevede l’utilizzo di una procedura di regressione per stimare le norme e gli intervalli di confidenza relativi a queste norme. Questo metodo consente di avere riferimenti quantitativi chiari e basati sulla statistica per valutare i risultati dei test in un contesto normativo.
Nel contesto della ricerca scientifica, tuttavia, l’uso di norme per interpretare le prestazioni ai test può non essere necessario. In questi casi, la fase di stima delle norme può essere omessa. Questo approccio è particolarmente utile quando l’obiettivo della ricerca è esplorare relazioni teoriche o costrutti piuttosto che valutare le performance individuali rispetto a un gruppo normativo. La decisione di includere o escludere la stima delle norme dipenderà quindi dagli obiettivi specifici dello studio e dal contesto in cui il test viene applicato.
# STEP 9: NORMS
check.norms(xPlusNa[male == 1])$perc
check.norms(xPlusNa[male == 0])$perc
check.norms(xPlusSi[male == 1])$perc
check.norms(xPlusSi[male == 0])$perc
check.norms(xPlus[male == 1])$perc
check.norms(xPlus[male == 0])$perc
Percentiles SE lo up
0 2.854 (0.533) 1.809 3.900
1 7.822 (1.141) 5.587 10.058
2 14.376 (1.461) 11.514 17.239
3 22.199 (1.815) 18.642 25.756
4 28.224 (2.001) 24.302 32.146
5 34.461 (2.096) 30.352 38.570
6 41.226 (2.188) 36.938 45.515
7 46.934 (2.235) 42.553 51.316
8 51.586 (2.249) 47.178 55.993
9 55.497 (2.243) 51.100 59.893
10 60.465 (2.172) 56.208 64.723
11 66.068 (2.117) 61.918 70.217
12 70.930 (2.025) 66.960 74.900
13 75.053 (1.944) 71.242 78.863
14 78.647 (1.830) 75.060 82.234
15 82.241 (1.706) 78.898 85.584
16 85.412 (1.574) 82.327 88.497
17 88.055 (1.449) 85.214 90.896
18 90.592 (1.287) 88.069 93.115
19 93.129 (1.109) 90.955 95.303
20 95.137 (0.943) 93.290 96.985
21 96.300 (0.848) 94.637 97.963
22 97.252 (0.706) 95.868 98.635
23 98.309 (0.554) 97.223 99.394
24 98.943 (0.446) 98.069 99.817
25 99.471 (0.279) 98.925 100.018
28 99.894 (0.106) 99.687 100.101
Percentiles SE lo up
0 2.206 (1.245) -0.235 4.646
1 5.147 (2.577) 0.097 10.197
2 6.618 (2.924) 0.887 12.348
4 9.559 (3.330) 3.031 16.086
5 14.706 (4.035) 6.797 22.615
6 21.324 (4.687) 12.137 30.510
7 31.618 (5.189) 21.446 41.789
8 39.706 (5.842) 28.256 51.156
9 43.382 (5.874) 31.870 54.895
10 48.529 (5.880) 37.005 60.054
11 52.941 (5.963) 41.254 64.628
12 55.147 (5.986) 43.414 66.880
13 60.294 (5.654) 49.213 71.375
14 66.912 (5.562) 56.010 77.813
15 71.324 (5.334) 60.868 81.779
16 77.206 (4.814) 67.770 86.642
17 81.618 (4.639) 72.525 90.711
18 83.824 (4.343) 75.312 92.335
19 86.029 (4.139) 77.916 94.143
20 88.235 (3.766) 80.854 95.617
21 90.441 (3.489) 83.603 97.280
23 91.912 (3.224) 85.593 98.230
24 93.382 (2.924) 87.652 99.113
25 94.853 (2.577) 89.803 99.903
26 97.059 (1.765) 93.599 100.519
27 99.265 (0.730) 97.834 100.695
Percentiles SE lo up
0 2.854 (0.533) 1.809 3.900
1 7.188 (1.120) 4.993 9.383
2 10.359 (1.336) 7.741 12.978
3 15.433 (1.550) 12.396 18.471
4 21.776 (1.813) 18.222 25.330
5 27.801 (1.980) 23.921 31.682
6 33.298 (2.107) 29.169 37.427
7 38.372 (2.173) 34.114 42.630
8 43.129 (2.228) 38.763 47.495
9 47.569 (2.242) 43.174 51.963
10 52.537 (2.234) 48.158 56.916
11 57.611 (2.215) 53.270 61.952
12 62.896 (2.152) 58.678 67.115
13 67.759 (2.099) 63.645 71.873
14 72.410 (1.986) 68.518 76.303
15 77.061 (1.877) 73.381 80.741
16 81.395 (1.719) 78.026 84.765
17 85.201 (1.584) 82.096 88.306
18 88.372 (1.412) 85.605 91.140
19 91.543 (1.217) 89.159 93.928
20 93.658 (1.090) 91.520 95.795
21 95.032 (0.959) 93.152 96.912
22 95.983 (0.890) 94.238 97.728
23 97.146 (0.697) 95.780 98.512
24 98.414 (0.544) 97.347 99.481
25 98.837 (0.481) 97.894 99.781
26 99.260 (0.349) 98.576 99.944
27 99.789 (0.149) 99.496 100.081
Percentiles SE lo up
0 1.471 (1.024) -0.537 3.479
1 5.882 (2.445) 1.090 10.675
2 11.029 (3.579) 4.015 18.044
3 15.441 (4.193) 7.223 23.659
4 23.529 (4.705) 14.308 32.751
5 33.088 (5.464) 22.379 43.798
6 38.971 (5.775) 27.651 50.290
7 44.118 (5.839) 32.673 55.562
8 50.000 (5.882) 38.471 61.529
9 54.412 (5.950) 42.751 66.073
10 58.824 (5.784) 47.486 70.161
11 63.235 (5.754) 51.958 74.513
12 66.912 (5.562) 56.010 77.813
13 74.265 (4.932) 64.599 83.931
14 81.618 (4.521) 72.756 90.479
16 86.029 (4.007) 78.176 93.882
17 89.706 (3.535) 82.777 96.635
18 91.912 (3.224) 85.593 98.230
20 93.382 (2.924) 87.652 99.113
21 94.853 (2.577) 89.803 99.903
24 96.324 (2.160) 92.089 100.558
26 98.529 (1.024) 96.521 100.537
Percentiles SE lo up
0 0.634 (0.257) 0.130 1.139
1 1.480 (0.535) 0.432 2.528
2 2.326 (0.643) 1.066 3.585
3 4.017 (0.839) 2.373 5.661
4 5.920 (1.043) 3.875 7.964
5 8.140 (1.198) 5.791 10.488
6 10.677 (1.376) 7.980 13.373
7 13.742 (1.518) 10.766 16.718
8 17.548 (1.690) 14.234 20.861
9 20.613 (1.827) 17.033 24.193
10 23.784 (1.903) 20.055 27.514
11 27.061 (2.010) 23.122 31.000
12 30.444 (2.062) 26.402 34.486
13 34.144 (2.142) 29.946 38.341
14 36.998 (2.190) 32.706 41.289
15 40.592 (2.203) 36.274 44.910
16 44.186 (2.254) 39.768 48.604
17 47.357 (2.252) 42.944 51.770
18 51.586 (2.244) 47.188 55.983
19 55.497 (2.248) 51.091 59.903
20 58.774 (2.223) 54.416 63.132
21 61.839 (2.201) 57.526 66.153
22 64.799 (2.157) 60.570 69.028
23 67.442 (2.128) 63.270 71.614
24 69.979 (2.070) 65.922 74.036
25 72.622 (2.020) 68.662 76.581
26 75.159 (1.950) 71.337 78.980
27 77.167 (1.913) 73.418 80.916
28 79.810 (1.787) 76.307 83.313
29 82.770 (1.707) 79.423 86.116
30 85.095 (1.593) 81.974 88.217
31 87.209 (1.510) 84.250 90.169
32 88.584 (1.439) 85.763 91.404
33 90.063 (1.343) 87.432 92.695
34 91.966 (1.204) 89.606 94.327
35 93.446 (1.118) 91.255 95.638
36 94.503 (1.015) 92.513 96.494
37 95.243 (0.973) 93.336 97.150
38 95.877 (0.883) 94.147 97.608
39 96.829 (0.777) 95.305 98.353
40 97.569 (0.684) 96.228 98.910
41 98.097 (0.610) 96.901 99.293
43 98.414 (0.565) 97.308 99.521
44 98.732 (0.492) 97.766 99.697
45 99.154 (0.394) 98.383 99.926
48 99.471 (0.316) 98.852 100.091
51 99.789 (0.149) 99.496 100.081
Percentiles SE lo up
4 2.206 (1.245) -0.235 4.646
5 5.147 (2.577) 0.097 10.197
6 6.618 (2.924) 0.887 12.348
7 8.824 (3.279) 2.397 15.250
8 12.500 (3.803) 5.046 19.954
9 16.176 (4.343) 7.665 24.688
10 20.588 (4.678) 11.420 29.756
11 24.265 (5.146) 14.178 34.351
12 25.735 (5.250) 15.445 36.026
13 28.676 (5.334) 18.221 39.132
14 31.618 (5.591) 20.660 42.575
15 33.824 (5.642) 22.765 44.882
16 38.235 (5.707) 27.050 49.420
17 41.912 (5.938) 30.273 53.551
18 44.118 (5.931) 32.493 55.742
20 47.059 (5.963) 35.372 58.746
21 52.206 (5.830) 40.779 63.633
22 58.088 (5.846) 46.629 69.547
23 61.765 (5.801) 50.395 73.134
24 63.971 (5.775) 52.651 75.290
25 66.912 (5.562) 56.010 77.813
26 71.324 (5.334) 60.868 81.779
28 74.265 (5.250) 63.974 84.555
29 76.471 (5.038) 66.597 86.345
30 79.412 (4.792) 70.020 88.804
31 81.618 (4.639) 72.525 90.711
32 84.559 (4.193) 76.341 92.777
33 88.235 (3.766) 80.854 95.617
35 90.441 (3.489) 83.603 97.280
36 91.912 (3.224) 85.593 98.230
37 93.382 (2.924) 87.652 99.113
39 94.853 (2.577) 89.803 99.903
41 96.324 (2.160) 92.089 100.558
42 97.794 (1.622) 94.614 100.974
49 99.265 (0.730) 97.834 100.695
# STEP 10: GROUP COMPARISON
coefH(itemsScores[, Na], group.var = male)
coefH(itemsScores[, Si], group.var = male)
coefH(itemsScores[, ], group.var = male)
$Hij
Na2 se Na4 se Na5 se Na7 se Na9
Na2 0.391 (0.048) 0.522 (0.039) 0.465 (0.045) 0.468
Na4 0.391 (0.048) 0.439 (0.047) 0.661 (0.039) 0.503
Na5 0.522 (0.039) 0.439 (0.047) 0.499 (0.040) 0.581
Na7 0.465 (0.045) 0.661 (0.039) 0.499 (0.040) 0.555
Na9 0.468 (0.045) 0.503 (0.045) 0.581 (0.038) 0.555 (0.043)
Na12 0.532 (0.035) 0.616 (0.040) 0.475 (0.040) 0.648 (0.036) 0.440
Na13 0.493 (0.040) 0.725 (0.033) 0.508 (0.042) 0.722 (0.031) 0.548
se Na12 se Na13 se
Na2 (0.045) 0.532 (0.035) 0.493 (0.040)
Na4 (0.045) 0.616 (0.040) 0.725 (0.033)
Na5 (0.038) 0.475 (0.040) 0.508 (0.042)
Na7 (0.043) 0.648 (0.036) 0.722 (0.031)
Na9 0.440 (0.045) 0.548 (0.041)
Na12 (0.045) 0.685 (0.031)
Na13 (0.041) 0.685 (0.031)
$Hi
Item H se
Na2 0.483 (0.028)
Na4 0.557 (0.030)
Na5 0.503 (0.028)
Na7 0.591 (0.026)
Na9 0.515 (0.029)
Na12 0.562 (0.025)
Na13 0.616 (0.024)
$H
Scale H se
0.546 (0.022)
$covHij
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0022989144 3.556849e-04 0.0010052778 0.0007801401 5.414757e-04
[2,] 0.0003556849 1.522519e-03 0.0004450386 0.0007497889 3.237255e-04
[3,] 0.0010052778 4.450386e-04 0.0020145721 0.0008348416 6.037465e-04
[4,] 0.0007801401 7.497889e-04 0.0008348416 0.0020011917 2.133779e-04
[5,] 0.0005414757 3.237255e-04 0.0006037465 0.0002133779 1.252743e-03
[6,] 0.0010327520 4.223827e-04 0.0009859993 0.0007096234 5.688558e-04
[7,] 0.0009265585 2.924636e-04 0.0005067649 0.0001641998 1.687561e-04
[8,] 0.0005798666 2.057109e-04 0.0003789838 0.0004366579 2.382688e-05
[9,] 0.0006313731 2.724419e-05 0.0005297773 0.0003579973 2.259319e-04
[10,] 0.0011515255 1.166517e-04 0.0002853404 0.0004386392 1.252333e-04
[11,] 0.0006354989 1.030805e-04 0.0002116375 0.0002939252 3.066150e-06
[12,] 0.0004848910 4.089064e-04 0.0007576294 0.0003694439 2.548367e-04
[13,] 0.0001304570 3.282199e-04 0.0002764868 0.0006001385 1.110339e-04
[14,] 0.0003022050 6.120800e-04 0.0003822614 0.0004062380 5.161931e-04
[15,] 0.0004406155 4.664556e-04 0.0003028667 0.0003416939 2.205691e-04
[16,] 0.0005615340 2.062509e-04 0.0005319594 0.0004577893 1.855316e-04
[17,] 0.0002657088 1.385843e-04 0.0007070134 0.0003594403 1.705285e-04
[18,] 0.0002539180 2.503942e-05 0.0003831389 0.0001757285 1.111084e-04
[19,] 0.0005975976 3.847111e-04 0.0005597349 0.0009951346 3.942800e-04
[20,] 0.0005391523 2.356209e-04 0.0004123386 0.0006353813 2.340805e-04
[21,] 0.0002714302 1.195848e-04 0.0003704439 0.0002956231 2.230986e-04
[,6] [,7] [,8] [,9] [,10]
[1,] 0.0010327520 0.0009265585 5.798666e-04 6.313731e-04 0.0011515255
[2,] 0.0004223827 0.0002924636 2.057109e-04 2.724419e-05 0.0001166517
[3,] 0.0009859993 0.0005067649 3.789838e-04 5.297773e-04 0.0002853404
[4,] 0.0007096234 0.0001641998 4.366579e-04 3.579973e-04 0.0004386392
[5,] 0.0005688558 0.0001687561 2.382688e-05 2.259319e-04 0.0001252333
[6,] 0.0015846387 0.0003935561 1.920062e-04 3.838401e-04 0.0002211614
[7,] 0.0003935561 0.0021757415 6.996295e-04 1.169290e-03 0.0006095637
[8,] 0.0001920062 0.0006996295 1.498185e-03 6.613515e-04 0.0007660527
[9,] 0.0003838401 0.0011692901 6.613515e-04 2.069302e-03 0.0004557181
[10,] 0.0002211614 0.0006095637 7.660527e-04 4.557181e-04 0.0015846511
[11,] 0.0001713933 0.0005058242 7.652694e-04 5.736487e-04 0.0007183495
[12,] 0.0002827819 0.0008792980 3.867651e-04 5.449631e-04 0.0003061978
[13,] 0.0002354823 0.0006316330 2.183373e-04 3.339671e-04 0.0001292073
[14,] 0.0003047019 0.0007142048 2.929320e-04 3.818841e-04 0.0003075222
[15,] 0.0006623985 0.0010685493 3.329102e-04 5.349169e-04 0.0001767506
[16,] 0.0003197038 0.0005806718 5.702923e-04 8.745371e-04 0.0003711308
[17,] 0.0003423557 0.0003033842 4.373767e-04 3.304571e-04 0.0005130346
[18,] 0.0003252324 0.0003000955 5.448684e-04 3.037242e-04 0.0002086832
[19,] 0.0004934985 0.0004892996 4.631575e-04 7.818722e-04 0.0006107260
[20,] 0.0005399889 0.0005728860 4.015112e-04 1.064776e-03 0.0003366808
[21,] 0.0005161993 0.0001559809 2.597643e-04 2.100049e-04 0.0005114014
[,11] [,12] [,13] [,14] [,15]
[1,] 6.354989e-04 4.848910e-04 0.0001304570 3.022050e-04 4.406155e-04
[2,] 1.030805e-04 4.089064e-04 0.0003282199 6.120800e-04 4.664556e-04
[3,] 2.116375e-04 7.576294e-04 0.0002764868 3.822614e-04 3.028667e-04
[4,] 2.939252e-04 3.694439e-04 0.0006001385 4.062380e-04 3.416939e-04
[5,] 3.066150e-06 2.548367e-04 0.0001110339 5.161931e-04 2.205691e-04
[6,] 1.713933e-04 2.827819e-04 0.0002354823 3.047019e-04 6.623985e-04
[7,] 5.058242e-04 8.792980e-04 0.0006316330 7.142048e-04 1.068549e-03
[8,] 7.652694e-04 3.867651e-04 0.0002183373 2.929320e-04 3.329102e-04
[9,] 5.736487e-04 5.449631e-04 0.0003339671 3.818841e-04 5.349169e-04
[10,] 7.183495e-04 3.061978e-04 0.0001292073 3.075222e-04 1.767506e-04
[11,] 1.095457e-03 2.360418e-04 0.0001053015 1.287099e-04 2.507401e-04
[12,] 2.360418e-04 1.638270e-03 0.0004761083 8.155179e-04 9.520111e-04
[13,] 1.053015e-04 4.761083e-04 0.0014120850 2.918993e-04 5.221017e-04
[14,] 1.287099e-04 8.155179e-04 0.0002918993 1.601433e-03 7.607755e-04
[15,] 2.507401e-04 9.520111e-04 0.0005221017 7.607755e-04 1.728808e-03
[16,] 3.259419e-04 8.933070e-04 0.0003351606 4.722255e-04 6.352700e-04
[17,] 2.258234e-04 3.189966e-04 0.0001774220 3.426430e-04 8.507645e-05
[18,] 3.412301e-04 3.520174e-04 0.0002307829 3.587954e-05 3.314236e-04
[19,] 3.483552e-04 5.709602e-04 0.0002905545 9.107817e-04 5.868172e-04
[20,] 4.162964e-04 6.569933e-04 0.0003601311 5.128423e-04 8.315401e-04
[21,] 3.203275e-04 8.104277e-05 0.0001796005 2.713080e-04 3.432581e-04
[,16] [,17] [,18] [,19] [,20]
[1,] 5.615340e-04 2.657088e-04 2.539180e-04 0.0005975976 0.0005391523
[2,] 2.062509e-04 1.385843e-04 2.503942e-05 0.0003847111 0.0002356209
[3,] 5.319594e-04 7.070134e-04 3.831389e-04 0.0005597349 0.0004123386
[4,] 4.577893e-04 3.594403e-04 1.757285e-04 0.0009951346 0.0006353813
[5,] 1.855316e-04 1.705285e-04 1.111084e-04 0.0003942800 0.0002340805
[6,] 3.197038e-04 3.423557e-04 3.252324e-04 0.0004934985 0.0005399889
[7,] 5.806718e-04 3.033842e-04 3.000955e-04 0.0004892996 0.0005728860
[8,] 5.702923e-04 4.373767e-04 5.448684e-04 0.0004631575 0.0004015112
[9,] 8.745371e-04 3.304571e-04 3.037242e-04 0.0007818722 0.0010647764
[10,] 3.711308e-04 5.130346e-04 2.086832e-04 0.0006107260 0.0003366808
[11,] 3.259419e-04 2.258234e-04 3.412301e-04 0.0003483552 0.0004162964
[12,] 8.933070e-04 3.189966e-04 3.520174e-04 0.0005709602 0.0006569933
[13,] 3.351606e-04 1.774220e-04 2.307829e-04 0.0002905545 0.0003601311
[14,] 4.722255e-04 3.426430e-04 3.587954e-05 0.0009107817 0.0005128423
[15,] 6.352700e-04 8.507645e-05 3.314236e-04 0.0005868172 0.0008315401
[16,] 1.815778e-03 1.593929e-04 4.435823e-04 0.0008161650 0.0010984076
[17,] 1.593929e-04 1.284653e-03 3.534202e-04 0.0006703988 0.0001603725
[18,] 4.435823e-04 3.534202e-04 9.484849e-04 0.0001866630 0.0004338891
[19,] 8.161650e-04 6.703988e-04 1.866630e-04 0.0020466051 0.0010073351
[20,] 1.098408e-03 1.603725e-04 4.338891e-04 0.0010073351 0.0016866111
[21,] 5.837058e-05 5.632637e-04 3.272104e-04 0.0004892206 0.0002115278
[,21]
[1,] 2.714302e-04
[2,] 1.195848e-04
[3,] 3.704439e-04
[4,] 2.956231e-04
[5,] 2.230986e-04
[6,] 5.161993e-04
[7,] 1.559809e-04
[8,] 2.597643e-04
[9,] 2.100049e-04
[10,] 5.114014e-04
[11,] 3.203275e-04
[12,] 8.104277e-05
[13,] 1.796005e-04
[14,] 2.713080e-04
[15,] 3.432581e-04
[16,] 5.837058e-05
[17,] 5.632637e-04
[18,] 3.272104e-04
[19,] 4.892206e-04
[20,] 2.115278e-04
[21,] 9.677864e-04
$covHi
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0007936386 0.0004303348 0.0004343871 0.0004279487 0.0004653750
[2,] 0.0004303348 0.0009277628 0.0004418741 0.0005147918 0.0005365340
[3,] 0.0004343871 0.0004418741 0.0007830148 0.0004287359 0.0005138697
[4,] 0.0004279487 0.0005147918 0.0004287359 0.0006750199 0.0005097711
[5,] 0.0004653750 0.0005365340 0.0005138697 0.0005097711 0.0008657743
[6,] 0.0004398289 0.0004324170 0.0003986552 0.0004105594 0.0004411029
[7,] 0.0003926113 0.0004640153 0.0003907992 0.0004252847 0.0004690683
[,6] [,7]
[1,] 0.0004398289 0.0003926113
[2,] 0.0004324170 0.0004640153
[3,] 0.0003986552 0.0003907992
[4,] 0.0004105594 0.0004252847
[5,] 0.0004411029 0.0004690683
[6,] 0.0006177435 0.0003637520
[7,] 0.0003637520 0.0005604125
$covH
[,1]
[1,] 0.0004901546
$Groups
$Groups$`0`
$Groups$`0`$Hij
Na2 0% ci Na4 0% ci Na5 0% ci Na7 0% ci Na9
Na2 0.441 (0.117) 0.508 (0.114) 0.543 (0.092) 0.518
Na4 0.441 (0.117) 0.371 (0.106) 0.720 (0.088) 0.552
Na5 0.508 (0.114) 0.371 (0.106) 0.401 (0.123) 0.599
Na7 0.543 (0.092) 0.720 (0.088) 0.401 (0.123) 0.512
Na9 0.518 (0.110) 0.552 (0.116) 0.599 (0.087) 0.512 (0.111)
Na12 0.569 (0.091) 0.581 (0.106) 0.430 (0.109) 0.603 (0.081) 0.345
Na13 0.588 (0.079) 0.779 (0.058) 0.404 (0.098) 0.809 (0.047) 0.598
0% ci Na12 0% ci Na13 0% ci
Na2 (0.110) 0.569 (0.091) 0.588 (0.079)
Na4 (0.116) 0.581 (0.106) 0.779 (0.058)
Na5 (0.087) 0.430 (0.109) 0.404 (0.098)
Na7 (0.111) 0.603 (0.081) 0.809 (0.047)
Na9 0.345 (0.122) 0.598 (0.111)
Na12 (0.122) 0.710 (0.075)
Na13 (0.111) 0.710 (0.075)
$Groups$`0`$Hi
Item H se
Na2 0.530 (0.065)
Na4 0.583 (0.067)
Na5 0.449 (0.084)
Na7 0.608 (0.058)
Na9 0.527 (0.084)
Na12 0.544 (0.065)
Na13 0.648 (0.049)
$Groups$`0`$H
Scale H se
0.557 (0.057)
$Groups$`1`
$Groups$`1`$Hij
Na2 0% ci Na4 0% ci Na5 0% ci Na7 0% ci Na9
Na2 0.373 (0.052) 0.523 (0.041) 0.445 (0.050) 0.456
Na4 0.373 (0.052) 0.451 (0.052) 0.647 (0.043) 0.490
Na5 0.523 (0.041) 0.451 (0.052) 0.514 (0.042) 0.578
Na7 0.445 (0.050) 0.647 (0.043) 0.514 (0.042) 0.560
Na9 0.456 (0.048) 0.490 (0.049) 0.578 (0.041) 0.560 (0.046)
Na12 0.513 (0.039) 0.612 (0.043) 0.482 (0.042) 0.646 (0.040) 0.444
Na13 0.461 (0.045) 0.708 (0.038) 0.531 (0.045) 0.699 (0.036) 0.532
0% ci Na12 0% ci Na13 0% ci
Na2 (0.048) 0.513 (0.039) 0.461 (0.045)
Na4 (0.049) 0.612 (0.043) 0.708 (0.038)
Na5 (0.041) 0.482 (0.042) 0.531 (0.045)
Na7 (0.046) 0.646 (0.040) 0.699 (0.036)
Na9 0.444 (0.048) 0.532 (0.043)
Na12 (0.048) 0.666 (0.035)
Na13 (0.043) 0.666 (0.035)
$Groups$`1`$Hi
Item H se
Na2 0.467 (0.031)
Na4 0.547 (0.034)
Na5 0.512 (0.029)
Na7 0.583 (0.029)
Na9 0.509 (0.031)
Na12 0.555 (0.027)
Na13 0.601 (0.027)
$Groups$`1`$H
Scale H se
0.538 (0.024)
$Hij
Si1 se Si3 se Si6 se Si8 se Si10
Si1 0.671 (0.036) 0.515 (0.043) 0.566 (0.040) 0.588
Si3 0.671 (0.036) 0.277 (0.049) 0.469 (0.044) 0.468
Si6 0.515 (0.043) 0.277 (0.049) 0.595 (0.039) 0.551
Si8 0.566 (0.040) 0.469 (0.044) 0.595 (0.039) 0.611
Si10 0.588 (0.039) 0.468 (0.042) 0.551 (0.040) 0.611 (0.034)
Si11 0.543 (0.040) 0.403 (0.044) 0.493 (0.043) 0.516 (0.041) 0.554
Si14 0.506 (0.041) 0.410 (0.044) 0.526 (0.040) 0.680 (0.033) 0.523
se Si11 se Si14 se
Si1 (0.039) 0.543 (0.040) 0.506 (0.041)
Si3 (0.042) 0.403 (0.044) 0.410 (0.044)
Si6 (0.040) 0.493 (0.043) 0.526 (0.040)
Si8 (0.034) 0.516 (0.041) 0.680 (0.033)
Si10 0.554 (0.038) 0.523 (0.039)
Si11 (0.038) 0.451 (0.045)
Si14 (0.039) 0.451 (0.045)
$Hi
Item H se
Si1 0.566 (0.026)
Si3 0.451 (0.031)
Si6 0.494 (0.031)
Si8 0.573 (0.025)
Si10 0.549 (0.024)
Si11 0.494 (0.029)
Si14 0.518 (0.028)
$H
Scale H se
0.521 (0.022)
$covHij
[,1] [,2] [,3] [,4] [,5]
[1,] 1.326234e-03 3.148230e-05 0.0003423128 0.0003894712 0.0004268642
[2,] 3.148230e-05 1.822688e-03 0.0007018545 0.0005715538 0.0004868289
[3,] 3.423128e-04 7.018545e-04 0.0015823404 0.0008274935 0.0004407275
[4,] 3.894712e-04 5.715538e-04 0.0008274935 0.0014996080 0.0005850977
[5,] 4.268642e-04 4.868289e-04 0.0004407275 0.0005850977 0.0016027152
[6,] 2.387396e-04 5.128700e-04 0.0008772929 0.0006510906 0.0003378176
[7,] 7.331617e-04 1.451832e-03 0.0006355201 0.0005320106 0.0004183089
[8,] 5.533883e-04 4.994686e-04 0.0009478469 0.0005276416 0.0001007506
[9,] 5.041181e-04 4.236027e-04 0.0005162177 0.0008249585 0.0002356199
[10,] 6.626651e-04 2.863598e-04 0.0001412691 0.0002272101 0.0008740511
[11,] 5.745834e-04 3.584135e-04 0.0005068683 0.0004482119 0.0001233220
[12,] 1.370246e-04 8.228506e-04 0.0004681540 0.0003085023 0.0002401868
[13,] 1.395707e-04 8.293709e-04 0.0003388724 0.0003648660 0.0001140969
[14,] 4.144024e-05 8.137073e-04 0.0003217256 0.0001090130 0.0005304653
[15,] 1.065186e-04 6.932608e-04 0.0003275542 0.0003227576 0.0003272020
[16,] 1.929262e-04 3.007363e-04 0.0004967575 0.0003867450 0.0001979057
[17,] 2.143675e-05 3.543813e-04 0.0007628287 0.0003646496 0.0006124136
[18,] 7.494426e-05 2.210940e-04 0.0003861432 0.0001951433 0.0001821352
[19,] 3.410130e-05 7.432037e-05 0.0002758960 0.0004158360 0.0005040973
[20,] 1.856760e-04 3.876625e-04 0.0003531423 0.0003934886 0.0002614172
[21,] 8.913423e-06 4.811298e-04 0.0004626634 0.0003652616 0.0006662474
[,6] [,7] [,8] [,9] [,10]
[1,] 0.0002387396 0.0007331617 5.533883e-04 5.041181e-04 6.626651e-04
[2,] 0.0005128700 0.0014518319 4.994686e-04 4.236027e-04 2.863598e-04
[3,] 0.0008772929 0.0006355201 9.478469e-04 5.162177e-04 1.412691e-04
[4,] 0.0006510906 0.0005320106 5.276416e-04 8.249585e-04 2.272101e-04
[5,] 0.0003378176 0.0004183089 1.007506e-04 2.356199e-04 8.740511e-04
[6,] 0.0016939188 0.0004890351 4.983521e-04 4.158569e-04 1.352208e-04
[7,] 0.0004890351 0.0024468732 1.108801e-03 8.892630e-04 9.209044e-04
[8,] 0.0004983521 0.0011088006 1.939729e-03 8.865508e-04 6.959694e-04
[9,] 0.0004158569 0.0008892630 8.865508e-04 1.769998e-03 7.871405e-04
[10,] 0.0001352208 0.0009209044 6.959694e-04 7.871405e-04 1.962134e-03
[11,] 0.0009287999 0.0009070149 1.138977e-03 7.359981e-04 6.945996e-04
[12,] 0.0002803957 0.0008456847 1.058809e-04 1.867356e-04 1.212024e-04
[13,] 0.0003489007 0.0008222433 2.101908e-04 3.210863e-06 -5.547986e-05
[14,] 0.0003795883 0.0008492032 2.005457e-04 -7.892562e-05 1.296154e-04
[15,] 0.0005283547 0.0006696172 4.552146e-05 1.926017e-04 1.761486e-04
[16,] 0.0003371062 0.0003824320 3.805428e-04 3.653072e-04 2.514581e-04
[17,] 0.0004406999 0.0003950374 5.975313e-04 3.519937e-04 5.951065e-04
[18,] 0.0004454892 0.0002034270 3.908572e-04 1.849098e-04 1.161549e-04
[19,] 0.0002515276 0.0001121089 2.721215e-04 3.210100e-04 5.052162e-04
[20,] 0.0007914413 0.0003963630 3.066623e-04 3.802799e-04 3.333191e-04
[21,] 0.0007611678 0.0004232794 2.941310e-04 3.603859e-04 5.613659e-04
[,11] [,12] [,13] [,14] [,15]
[1,] 5.745834e-04 1.370246e-04 1.395707e-04 4.144024e-05 1.065186e-04
[2,] 3.584135e-04 8.228506e-04 8.293709e-04 8.137073e-04 6.932608e-04
[3,] 5.068683e-04 4.681540e-04 3.388724e-04 3.217256e-04 3.275542e-04
[4,] 4.482119e-04 3.085023e-04 3.648660e-04 1.090130e-04 3.227576e-04
[5,] 1.233220e-04 2.401868e-04 1.140969e-04 5.304653e-04 3.272020e-04
[6,] 9.287999e-04 2.803957e-04 3.489007e-04 3.795883e-04 5.283547e-04
[7,] 9.070149e-04 8.456847e-04 8.222433e-04 8.492032e-04 6.696172e-04
[8,] 1.138977e-03 1.058809e-04 2.101908e-04 2.005457e-04 4.552146e-05
[9,] 7.359981e-04 1.867356e-04 3.210863e-06 -7.892562e-05 1.926017e-04
[10,] 6.945996e-04 1.212024e-04 -5.547986e-05 1.296154e-04 1.761486e-04
[11,] 1.918183e-03 4.847524e-05 2.123517e-04 2.278268e-04 1.062812e-04
[12,] 4.847524e-05 1.552705e-03 7.503131e-04 6.928588e-04 8.604778e-04
[13,] 2.123517e-04 7.503131e-04 1.589336e-03 8.930087e-04 4.930575e-04
[14,] 2.278268e-04 6.928588e-04 8.930087e-04 1.867909e-03 3.592243e-04
[15,] 1.062812e-04 8.604778e-04 4.930575e-04 3.592243e-04 1.594745e-03
[16,] 2.805824e-04 4.085177e-04 4.861942e-04 2.032543e-04 2.278487e-04
[17,] 3.219529e-04 3.801083e-04 2.342123e-04 6.915337e-04 1.881575e-04
[18,] 3.939816e-04 3.522066e-04 1.303340e-04 8.959822e-05 5.339055e-04
[19,] 3.241841e-04 9.995056e-05 3.974028e-04 5.274966e-04 5.290067e-05
[20,] 5.817733e-04 2.659919e-04 3.289984e-04 1.601106e-04 6.777408e-04
[21,] 5.490426e-04 2.610918e-04 2.200481e-04 7.613368e-04 6.030693e-04
[,16] [,17] [,18] [,19] [,20]
[1,] 0.0001929262 2.143675e-05 7.494426e-05 3.410130e-05 0.0001856760
[2,] 0.0003007363 3.543813e-04 2.210940e-04 7.432037e-05 0.0003876625
[3,] 0.0004967575 7.628287e-04 3.861432e-04 2.758960e-04 0.0003531423
[4,] 0.0003867450 3.646496e-04 1.951433e-04 4.158360e-04 0.0003934886
[5,] 0.0001979057 6.124136e-04 1.821352e-04 5.040973e-04 0.0002614172
[6,] 0.0003371062 4.406999e-04 4.454892e-04 2.515276e-04 0.0007914413
[7,] 0.0003824320 3.950374e-04 2.034270e-04 1.121089e-04 0.0003963630
[8,] 0.0003805428 5.975313e-04 3.908572e-04 2.721215e-04 0.0003066623
[9,] 0.0003653072 3.519937e-04 1.849098e-04 3.210100e-04 0.0003802799
[10,] 0.0002514581 5.951065e-04 1.161549e-04 5.052162e-04 0.0003333191
[11,] 0.0002805824 3.219529e-04 3.939816e-04 3.241841e-04 0.0005817733
[12,] 0.0004085177 3.801083e-04 3.522066e-04 9.995056e-05 0.0002659919
[13,] 0.0004861942 2.342123e-04 1.303340e-04 3.974028e-04 0.0003289984
[14,] 0.0002032543 6.915337e-04 8.959822e-05 5.274966e-04 0.0001601106
[15,] 0.0002278487 1.881575e-04 5.339055e-04 5.290067e-05 0.0006777408
[16,] 0.0011319410 6.597845e-04 3.378432e-04 2.733794e-04 0.0005961831
[17,] 0.0006597845 1.709023e-03 3.148906e-04 7.107327e-04 0.0004110028
[18,] 0.0003378432 3.148906e-04 1.121554e-03 1.553415e-04 0.0005613125
[19,] 0.0002733794 7.107327e-04 1.553415e-04 1.477243e-03 0.0002347616
[20,] 0.0005961831 4.110028e-04 5.613125e-04 2.347616e-04 0.0015446835
[21,] 0.0004232531 1.089428e-03 4.414152e-04 6.733900e-04 0.0008475472
[,21]
[1,] 8.913423e-06
[2,] 4.811298e-04
[3,] 4.626634e-04
[4,] 3.652616e-04
[5,] 6.662474e-04
[6,] 7.611678e-04
[7,] 4.232794e-04
[8,] 2.941310e-04
[9,] 3.603859e-04
[10,] 5.613659e-04
[11,] 5.490426e-04
[12,] 2.610918e-04
[13,] 2.200481e-04
[14,] 7.613368e-04
[15,] 6.030693e-04
[16,] 4.232531e-04
[17,] 1.089428e-03
[18,] 4.414152e-04
[19,] 6.733900e-04
[20,] 8.475472e-04
[21,] 1.985525e-03
$covHi
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0006807785 0.0005123966 0.0004796531 0.0004503299 0.0004347937
[2,] 0.0005123966 0.0009839775 0.0004356884 0.0004590853 0.0004434675
[3,] 0.0004796531 0.0004356884 0.0009666859 0.0004585805 0.0004173673
[4,] 0.0004503299 0.0004590853 0.0004585805 0.0006409695 0.0004226465
[5,] 0.0004347937 0.0004434675 0.0004173673 0.0004226465 0.0005748214
[6,] 0.0004140468 0.0004309778 0.0004171204 0.0004103270 0.0004028547
[7,] 0.0004442039 0.0004375897 0.0004333364 0.0004463414 0.0004259015
[,6] [,7]
[1,] 0.0004140468 0.0004442039
[2,] 0.0004309778 0.0004375897
[3,] 0.0004171204 0.0004333364
[4,] 0.0004103270 0.0004463414
[5,] 0.0004028547 0.0004259015
[6,] 0.0008178897 0.0004142683
[7,] 0.0004142683 0.0007626027
$covH
[,1]
[1,] 0.0004876375
$Groups
$Groups$`0`
$Groups$`0`$Hij
Si1 0% ci Si3 0% ci Si6 0% ci Si8 0% ci Si10
Si1 0.598 (0.119) 0.354 (0.122) 0.512 (0.114) 0.627
Si3 0.598 (0.119) -0.058 (0.149) 0.215 (0.142) 0.195
Si6 0.354 (0.122) -0.058 (0.149) 0.571 (0.117) 0.556
Si8 0.512 (0.114) 0.215 (0.142) 0.571 (0.117) 0.671
Si10 0.627 (0.094) 0.195 (0.133) 0.556 (0.115) 0.671 (0.083)
Si11 0.563 (0.102) 0.173 (0.134) 0.400 (0.139) 0.514 (0.114) 0.696
Si14 0.347 (0.117) 0.137 (0.146) 0.471 (0.125) 0.641 (0.096) 0.411
0% ci Si11 0% ci Si14 0% ci
Si1 (0.094) 0.563 (0.102) 0.347 (0.117)
Si3 (0.133) 0.173 (0.134) 0.137 (0.146)
Si6 (0.115) 0.400 (0.139) 0.471 (0.125)
Si8 (0.083) 0.514 (0.114) 0.641 (0.096)
Si10 0.696 (0.094) 0.411 (0.109)
Si11 (0.094) 0.413 (0.134)
Si14 (0.109) 0.413 (0.134)
$Groups$`0`$Hi
Item H se
Si1 0.498 (0.076)
Si3 0.205 (0.113)
Si6 0.388 (0.096)
Si8 0.523 (0.065)
Si10 0.526 (0.063)
Si11 0.462 (0.087)
Si14 0.404 (0.084)
$Groups$`0`$H
Scale H se
0.431 (0.070)
$Groups$`1`
$Groups$`1`$Hij
Si1 0% ci Si3 0% ci Si6 0% ci Si8 0% ci Si10
Si1 0.681 (0.038) 0.547 (0.044) 0.574 (0.042) 0.580
Si3 0.681 (0.038) 0.337 (0.050) 0.510 (0.045) 0.511
Si6 0.547 (0.044) 0.337 (0.050) 0.599 (0.041) 0.551
Si8 0.574 (0.042) 0.510 (0.045) 0.599 (0.041) 0.601
Si10 0.580 (0.043) 0.511 (0.043) 0.551 (0.042) 0.601 (0.037)
Si11 0.537 (0.044) 0.438 (0.046) 0.512 (0.043) 0.517 (0.044) 0.529
Si14 0.532 (0.043) 0.449 (0.044) 0.534 (0.042) 0.685 (0.036) 0.542
0% ci Si11 0% ci Si14 0% ci
Si1 (0.043) 0.537 (0.044) 0.532 (0.043)
Si3 (0.043) 0.438 (0.046) 0.449 (0.044)
Si6 (0.042) 0.512 (0.043) 0.534 (0.042)
Si8 (0.037) 0.517 (0.044) 0.685 (0.036)
Si10 0.529 (0.042) 0.542 (0.042)
Si11 (0.042) 0.457 (0.047)
Si14 (0.042) 0.457 (0.047)
$Groups$`1`$Hi
Item H se
Si1 0.576 (0.028)
Si3 0.489 (0.031)
Si6 0.514 (0.032)
Si8 0.581 (0.027)
Si10 0.552 (0.026)
Si11 0.498 (0.030)
Si14 0.535 (0.029)
$Groups$`1`$H
Scale H se
0.536 (0.023)
$Hij
Si1 se Na2 se Si3 se Na4 se Na5
Si1 0.050 (0.049) 0.671 (0.036) 0.219 (0.051) 0.092
Na2 0.050 (0.049) -0.062 (0.047) 0.391 (0.048) 0.522
Si3 0.671 (0.036) -0.062 (0.047) 0.097 (0.053) -0.059
Na4 0.219 (0.051) 0.391 (0.048) 0.097 (0.053) 0.439
Na5 0.092 (0.049) 0.522 (0.039) -0.059 (0.046) 0.439 (0.047)
Si6 0.515 (0.043) 0.270 (0.048) 0.277 (0.049) 0.450 (0.044) 0.368
Na7 0.211 (0.050) 0.465 (0.045) 0.114 (0.049) 0.661 (0.039) 0.499
Si8 0.566 (0.040) 0.176 (0.048) 0.469 (0.044) 0.318 (0.048) 0.165
Na9 0.112 (0.050) 0.468 (0.045) 0.033 (0.050) 0.503 (0.045) 0.581
Si10 0.588 (0.039) 0.156 (0.048) 0.468 (0.042) 0.242 (0.048) 0.172
Si11 0.543 (0.040) 0.129 (0.050) 0.403 (0.044) 0.225 (0.051) 0.188
Na12 0.172 (0.048) 0.532 (0.035) 0.042 (0.047) 0.616 (0.040) 0.475
Na13 0.212 (0.052) 0.493 (0.040) 0.091 (0.052) 0.725 (0.033) 0.508
Si14 0.506 (0.041) 0.104 (0.049) 0.410 (0.044) 0.337 (0.047) 0.148
se Si6 se Na7 se Si8 se Na9 se
Si1 (0.049) 0.515 (0.043) 0.211 (0.050) 0.566 (0.040) 0.112 (0.050)
Na2 (0.039) 0.270 (0.048) 0.465 (0.045) 0.176 (0.048) 0.468 (0.045)
Si3 (0.046) 0.277 (0.049) 0.114 (0.049) 0.469 (0.044) 0.033 (0.050)
Na4 (0.047) 0.450 (0.044) 0.661 (0.039) 0.318 (0.048) 0.503 (0.045)
Na5 0.368 (0.047) 0.499 (0.040) 0.165 (0.049) 0.581 (0.038)
Si6 (0.047) 0.468 (0.044) 0.595 (0.039) 0.392 (0.046)
Na7 (0.040) 0.468 (0.044) 0.355 (0.046) 0.555 (0.043)
Si8 (0.049) 0.595 (0.039) 0.355 (0.046) 0.277 (0.049)
Na9 (0.038) 0.392 (0.046) 0.555 (0.043) 0.277 (0.049)
Si10 (0.046) 0.551 (0.040) 0.314 (0.047) 0.611 (0.034) 0.230 (0.048)
Si11 (0.047) 0.493 (0.043) 0.260 (0.049) 0.516 (0.041) 0.181 (0.049)
Na12 (0.040) 0.357 (0.043) 0.648 (0.036) 0.249 (0.045) 0.440 (0.045)
Na13 (0.042) 0.413 (0.045) 0.722 (0.031) 0.315 (0.047) 0.548 (0.041)
Si14 (0.048) 0.526 (0.040) 0.356 (0.046) 0.680 (0.033) 0.273 (0.049)
Si10 se Si11 se Na12 se Na13 se Si14
Si1 0.588 (0.039) 0.543 (0.040) 0.172 (0.048) 0.212 (0.052) 0.506
Na2 0.156 (0.048) 0.129 (0.050) 0.532 (0.035) 0.493 (0.040) 0.104
Si3 0.468 (0.042) 0.403 (0.044) 0.042 (0.047) 0.091 (0.052) 0.410
Na4 0.242 (0.048) 0.225 (0.051) 0.616 (0.040) 0.725 (0.033) 0.337
Na5 0.172 (0.046) 0.188 (0.047) 0.475 (0.040) 0.508 (0.042) 0.148
Si6 0.551 (0.040) 0.493 (0.043) 0.357 (0.043) 0.413 (0.045) 0.526
Na7 0.314 (0.047) 0.260 (0.049) 0.648 (0.036) 0.722 (0.031) 0.356
Si8 0.611 (0.034) 0.516 (0.041) 0.249 (0.045) 0.315 (0.047) 0.680
Na9 0.230 (0.048) 0.181 (0.049) 0.440 (0.045) 0.548 (0.041) 0.273
Si10 0.554 (0.038) 0.230 (0.046) 0.224 (0.048) 0.523
Si11 0.554 (0.038) 0.197 (0.046) 0.236 (0.053) 0.451
Na12 0.230 (0.046) 0.197 (0.046) 0.685 (0.031) 0.245
Na13 0.224 (0.048) 0.236 (0.053) 0.685 (0.031) 0.310
Si14 0.523 (0.039) 0.451 (0.045) 0.245 (0.045) 0.310 (0.046)
se
Si1 (0.041)
Na2 (0.049)
Si3 (0.044)
Na4 (0.047)
Na5 (0.048)
Si6 (0.040)
Na7 (0.046)
Si8 (0.033)
Na9 (0.049)
Si10 (0.039)
Si11 (0.045)
Na12 (0.045)
Na13 (0.046)
Si14
$Hi
Item H se
Si1 0.347 (0.026)
Na2 0.280 (0.028)
Si3 0.225 (0.029)
Na4 0.403 (0.026)
Na5 0.310 (0.027)
Si6 0.437 (0.024)
Na7 0.433 (0.024)
Si8 0.409 (0.024)
Na9 0.354 (0.026)
Si10 0.374 (0.024)
Si11 0.338 (0.026)
Na12 0.367 (0.024)
Na13 0.423 (0.024)
Si14 0.376 (0.024)
$H
Scale H se
0.361 (0.018)
$covHij
[,1] [,2] [,3] [,4] [,5]
[1,] 2.434238e-03 -1.495269e-04 8.594139e-04 1.257516e-03 4.151211e-04
[2,] -1.495269e-04 1.326234e-03 -6.211550e-06 -3.789549e-04 3.148230e-05
[3,] 8.594139e-04 -6.211550e-06 2.622031e-03 7.594278e-04 7.551575e-04
[4,] 1.257516e-03 -3.789549e-04 7.594278e-04 2.433117e-03 4.008195e-04
[5,] 4.151211e-04 3.148230e-05 7.551575e-04 4.008195e-04 1.822688e-03
[6,] 8.610112e-04 -1.630711e-05 1.566734e-03 8.526865e-04 7.492925e-04
[7,] 2.709405e-04 3.423128e-04 5.212472e-04 9.950627e-05 7.018545e-04
[8,] 1.103668e-03 -1.706341e-04 1.228477e-03 1.402898e-03 6.821965e-04
[9,] 2.110546e-04 3.894712e-04 3.677207e-04 3.772704e-05 5.715538e-04
[10,] 3.702751e-05 4.268642e-04 2.485208e-04 -1.191778e-05 4.868289e-04
[11,] 1.151212e-03 -9.101252e-05 1.181871e-03 9.432152e-04 3.951396e-04
[12,] 1.040878e-03 -3.500551e-05 1.877626e-03 1.022770e-03 6.377324e-04
[13,] 1.772294e-04 2.387396e-04 5.810354e-04 1.084298e-04 5.128700e-04
[14,] 1.505274e-03 2.103932e-04 4.141674e-04 6.282812e-04 2.144128e-04
[15,] 5.245784e-04 -1.249220e-04 -1.451571e-04 3.953097e-04 2.473014e-05
[16,] 1.356779e-04 -1.063259e-04 1.104419e-04 8.579419e-05 -7.437012e-06
[17,] 1.050261e-03 -1.487516e-04 3.614334e-04 5.303926e-04 -2.722630e-05
[18,] 3.542381e-04 -1.054809e-04 7.103924e-06 2.698007e-04 -5.128920e-05
[19,] 1.307711e-03 5.072716e-05 2.642618e-04 5.563795e-04 1.209411e-04
[20,] 2.656278e-04 -6.468823e-05 1.936449e-04 1.125675e-04 -3.852466e-05
[21,] 1.337394e-03 7.973286e-06 5.521338e-04 5.820986e-04 1.927765e-04
[22,] 1.353143e-03 -3.549755e-05 3.516577e-04 6.938719e-04 2.531976e-05
[23,] 3.145673e-04 -1.649429e-04 5.109162e-05 3.531082e-04 -5.732922e-05
[24,] 4.183864e-04 -1.253598e-04 -8.004636e-06 3.629808e-04 -5.859445e-05
[25,] 1.055036e-03 -3.216684e-05 2.348789e-04 4.484452e-04 1.243449e-04
[26,] 4.028604e-04 4.239013e-04 1.741616e-03 3.539726e-04 4.566631e-04
[27,] 6.384266e-04 3.417927e-04 3.878872e-04 1.353818e-03 1.786841e-04
[28,] 1.478353e-04 7.331617e-04 4.631666e-04 1.152104e-05 1.451832e-03
[29,] 4.424294e-04 4.109802e-04 8.953324e-04 4.008604e-04 4.969152e-04
[30,] 1.777531e-04 5.533883e-04 2.843017e-04 -9.110099e-05 4.994686e-04
[31,] 5.617561e-04 1.688257e-04 5.601073e-04 7.549291e-04 4.328453e-04
[32,] 8.691149e-05 5.041181e-04 2.096599e-04 -7.374291e-05 4.236027e-04
[33,] 5.693732e-05 6.626651e-04 2.950461e-05 -5.335879e-05 2.863598e-04
[34,] 5.785526e-04 3.079035e-04 7.451123e-04 5.072114e-04 2.968744e-04
[35,] 5.504606e-04 3.785055e-04 1.172784e-03 4.600633e-04 4.481258e-04
[36,] 5.825737e-06 5.745834e-04 3.454125e-04 -1.464405e-04 3.584135e-04
[37,] 3.648446e-04 -1.474616e-04 -2.473914e-04 6.153476e-04 4.206993e-05
[38,] 4.423817e-04 -8.222259e-05 1.075266e-03 4.703075e-04 3.387502e-04
[39,] 2.160853e-04 -5.427949e-05 3.127918e-05 3.459440e-04 1.558594e-04
[40,] 2.938853e-04 3.974018e-05 1.082763e-03 2.722079e-04 2.399818e-04
[41,] 3.590014e-04 -1.211744e-04 -7.827564e-05 3.729310e-04 8.423477e-06
[42,] 5.881346e-04 1.068661e-04 1.535035e-03 4.164136e-04 5.262943e-04
[43,] 3.819032e-04 -3.591748e-05 1.484208e-03 4.278047e-04 4.092308e-04
[44,] 2.610635e-04 -3.475434e-06 1.397773e-04 2.243270e-04 1.645992e-04
[45,] 1.540091e-04 -1.788314e-05 4.454794e-05 1.066920e-04 8.508835e-05
[46,] 2.496438e-04 6.629115e-05 1.133468e-03 1.877287e-04 9.014975e-05
[47,] 5.162332e-04 -3.077021e-04 3.339470e-04 1.143457e-03 -1.196333e-04
[48,] 2.686081e-04 -1.773492e-04 1.087970e-04 3.553610e-04 8.517616e-05
[49,] 5.627835e-04 -1.539524e-04 2.285180e-04 1.348592e-03 3.714875e-04
[50,] 1.017129e-04 -4.104462e-05 9.834629e-05 1.807792e-04 2.407260e-05
[51,] 5.826099e-04 -1.216401e-04 3.796085e-04 1.171845e-03 3.023066e-04
[52,] 6.603283e-04 -1.604907e-04 3.766725e-04 1.138396e-03 1.936556e-04
[53,] 3.834807e-04 -5.440377e-05 5.268493e-05 4.424806e-04 3.230096e-05
[54,] 3.763377e-04 -1.991902e-04 -7.556787e-05 5.514414e-04 5.227489e-05
[55,] 4.500508e-04 -1.925890e-04 1.529525e-04 1.127649e-03 1.785393e-04
[56,] 3.282473e-04 -9.166534e-05 5.897628e-04 3.641356e-04 1.232471e-04
[57,] 2.096189e-04 1.370246e-04 3.034857e-04 3.954278e-04 8.228506e-04
[58,] 4.225693e-04 -1.174585e-04 3.133533e-04 6.270530e-04 -1.915143e-04
[59,] 2.973053e-04 1.395707e-04 5.007641e-04 3.355178e-04 8.293709e-04
[60,] 5.614288e-05 4.144024e-05 3.508089e-04 2.384237e-04 8.137073e-04
[61,] 4.578122e-04 -3.688540e-05 7.242965e-04 4.236678e-04 2.216164e-04
[62,] 3.703761e-04 -8.945349e-05 7.075276e-04 4.110976e-04 2.115934e-04
[63,] 2.159809e-04 1.065186e-04 2.532768e-04 2.393660e-04 6.932608e-04
[64,] 3.927272e-04 3.091324e-05 6.009505e-04 3.275164e-04 2.235335e-04
[65,] 2.736992e-04 -1.559309e-04 6.225207e-05 2.659073e-04 -5.897097e-06
[66,] 4.145575e-04 9.274789e-05 8.202686e-04 3.890856e-04 1.050143e-04
[67,] 4.243077e-04 -3.879917e-05 9.414010e-04 3.886163e-04 1.351608e-04
[68,] 5.739569e-05 -2.081439e-06 1.430015e-04 1.221103e-04 8.960287e-06
[69,] 1.087919e-04 -8.363185e-05 1.756905e-04 1.515136e-04 4.598911e-05
[70,] 2.990100e-04 -1.070358e-05 3.148289e-04 2.271875e-04 8.816004e-05
[71,] 4.070164e-04 -2.024539e-05 2.856767e-04 6.264584e-04 2.508110e-04
[72,] 1.523195e-04 1.929262e-04 2.781751e-04 1.143907e-04 3.007363e-04
[73,] 1.827666e-04 2.143675e-05 4.222991e-04 2.373517e-04 3.543813e-04
[74,] 5.159228e-04 1.378940e-04 6.509199e-04 4.603671e-04 2.420143e-04
[75,] 4.534827e-04 5.356350e-05 8.304524e-04 3.619599e-04 1.871328e-04
[76,] 8.345225e-05 7.494426e-05 2.500463e-04 5.666443e-05 2.210940e-04
[77,] 4.988681e-04 -9.575360e-05 4.960393e-04 6.129141e-04 2.821682e-04
[78,] 4.310888e-04 -7.338444e-05 4.468038e-04 6.915526e-04 2.078427e-04
[79,] 3.076940e-04 -1.235019e-04 1.875076e-04 3.398605e-04 1.420498e-04
[80,] 1.936897e-04 -1.103800e-04 8.744742e-05 1.824383e-04 1.118073e-04
[81,] 3.304466e-04 -5.949212e-05 1.794516e-04 5.328099e-04 1.034532e-04
[82,] 2.228441e-04 3.410130e-05 2.570520e-04 2.291484e-04 7.432037e-05
[83,] 5.641693e-04 6.756096e-05 8.067309e-04 4.625405e-04 2.200324e-04
[84,] 6.503953e-04 2.776909e-05 1.201146e-03 4.802323e-04 4.351540e-04
[85,] 2.798848e-04 1.856760e-04 3.236686e-04 7.468312e-05 3.876625e-04
[86,] 5.639359e-04 9.609410e-05 7.017259e-04 2.606768e-04 9.445223e-05
[87,] 4.390979e-04 -4.869332e-05 1.143457e-03 4.871396e-04 3.901570e-04
[88,] 2.107497e-04 8.913423e-06 4.882554e-04 3.134183e-04 4.811298e-04
[89,] 2.560965e-04 -1.696488e-05 1.537692e-04 2.283208e-04 3.141594e-05
[90,] 4.023267e-04 2.280926e-05 5.232473e-04 3.191116e-04 1.418941e-04
[91,] 3.649586e-04 -2.568160e-05 6.674159e-04 2.341908e-04 1.614424e-04
[,6] [,7] [,8] [,9] [,10]
[1,] 8.610112e-04 2.709405e-04 1.103668e-03 2.110546e-04 3.702751e-05
[2,] -1.630711e-05 3.423128e-04 -1.706341e-04 3.894712e-04 4.268642e-04
[3,] 1.566734e-03 5.212472e-04 1.228477e-03 3.677207e-04 2.485208e-04
[4,] 8.526865e-04 9.950627e-05 1.402898e-03 3.772704e-05 -1.191778e-05
[5,] 7.492925e-04 7.018545e-04 6.821965e-04 5.715538e-04 4.868289e-04
[6,] 2.495428e-03 5.304598e-04 1.227389e-03 4.594352e-04 2.742019e-04
[7,] 5.304598e-04 1.582340e-03 3.640450e-04 8.274935e-04 4.407275e-04
[8,] 1.227389e-03 3.640450e-04 2.476326e-03 1.951859e-04 8.803063e-05
[9,] 4.594352e-04 8.274935e-04 1.951859e-04 1.499608e-03 5.850977e-04
[10,] 2.742019e-04 4.407275e-04 8.803063e-05 5.850977e-04 1.602715e-03
[11,] 1.244302e-03 1.679508e-04 7.715104e-04 6.603075e-05 1.316761e-05
[12,] 1.653860e-03 4.049841e-04 1.455224e-03 1.158197e-04 1.147257e-04
[13,] 5.726972e-04 8.772929e-04 2.736575e-04 6.510906e-04 3.378176e-04
[14,] 4.422446e-04 2.596868e-04 5.379961e-04 1.838939e-04 1.266358e-04
[15,] 7.259195e-05 -1.076720e-04 3.673829e-04 1.070006e-04 -3.972183e-05
[16,] 9.792398e-05 -7.089612e-05 4.378708e-05 -3.921125e-05 5.471853e-05
[17,] 2.813407e-04 2.764372e-05 4.512041e-04 1.013147e-04 -1.087456e-04
[18,] -3.220654e-05 -2.556625e-05 2.633130e-04 -4.125693e-05 -3.625286e-05
[19,] 3.770148e-04 4.779977e-06 4.429790e-04 8.950706e-05 6.757008e-05
[20,] 1.385205e-04 4.589113e-05 1.192035e-04 1.202262e-05 -4.224384e-05
[21,] 4.017834e-04 1.031206e-04 5.232444e-04 5.943174e-05 1.288776e-04
[22,] 3.847078e-04 1.535463e-04 4.337809e-04 1.894539e-04 6.474339e-05
[23,] -2.611508e-05 -6.889827e-05 2.219140e-04 -1.740593e-05 -2.353009e-05
[24,] 3.100937e-05 -1.916054e-05 1.788917e-04 1.442088e-04 -1.061887e-04
[25,] 2.779199e-04 4.139062e-05 3.559571e-04 2.518992e-04 1.754678e-04
[26,] 9.025829e-04 3.567334e-04 5.294416e-04 3.170068e-04 1.376873e-04
[27,] 4.298573e-04 8.524933e-05 7.432633e-04 9.819519e-05 9.736127e-05
[28,] 4.879909e-04 6.355201e-04 3.343953e-04 5.320106e-04 4.183089e-04
[29,] 1.576017e-03 3.736013e-04 5.326265e-04 4.067034e-04 1.762397e-04
[30,] 3.279896e-04 9.478469e-04 2.396375e-04 5.276416e-04 1.007506e-04
[31,] 5.602045e-04 2.909830e-04 1.353583e-03 1.237943e-04 6.279909e-05
[32,] 3.200737e-04 5.162177e-04 1.635959e-05 8.249585e-04 2.356199e-04
[33,] 1.289309e-04 1.412691e-04 -2.394365e-05 2.272101e-04 8.740511e-04
[34,] 7.895158e-04 2.584998e-04 3.293757e-04 2.006959e-04 2.393043e-04
[35,] 9.898819e-04 3.582856e-04 6.838458e-04 1.741513e-04 8.621703e-05
[36,] 3.067381e-04 5.068683e-04 1.454051e-04 4.482119e-04 1.233220e-04
[37,] 2.008105e-04 -1.470502e-04 3.583948e-04 -3.382729e-05 1.258577e-06
[38,] 6.936510e-04 1.783529e-04 4.773327e-04 2.346092e-04 9.563899e-05
[39,] 4.115926e-04 5.105237e-05 2.586723e-04 7.124854e-05 1.256434e-04
[40,] 6.536034e-04 9.340387e-05 3.728271e-04 1.780312e-04 1.872403e-04
[41,] 9.829584e-05 -5.916905e-05 4.398194e-04 -2.133379e-05 -9.946754e-05
[42,] 8.918051e-04 2.873137e-04 5.631096e-04 3.278734e-04 2.338325e-04
[43,] 9.744126e-04 4.044501e-04 4.820406e-04 2.707952e-04 2.116042e-04
[44,] 2.470625e-04 9.523070e-05 2.855332e-04 1.313836e-04 9.896634e-05
[45,] 2.868396e-04 9.007996e-05 2.423307e-04 2.142104e-04 1.051367e-04
[46,] 3.506026e-04 1.578406e-04 2.343840e-04 1.521825e-04 2.309473e-04
[47,] 3.208695e-04 1.719368e-04 6.723434e-04 1.368972e-04 3.264438e-05
[48,] 5.298733e-05 -7.488060e-05 2.951431e-04 -2.772116e-05 7.727217e-07
[49,] 3.387152e-04 5.413386e-05 6.742701e-04 1.355583e-04 1.735262e-04
[50,] 1.311898e-04 4.145494e-05 1.688549e-04 -5.547263e-06 1.053597e-04
[51,] 3.895218e-04 1.184954e-04 6.250941e-04 8.114014e-05 1.888825e-04
[52,] 3.573339e-04 1.726939e-04 6.588833e-04 2.052258e-04 -1.861462e-05
[53,] 8.495001e-05 -3.953305e-05 3.104284e-04 -1.636742e-06 -1.697123e-04
[54,] 1.340375e-04 -9.695942e-05 2.082157e-04 2.884206e-05 -7.135432e-06
[55,] 2.170470e-04 3.275639e-05 5.674202e-04 9.049763e-05 2.841912e-04
[56,] 7.873099e-04 9.615214e-05 3.384266e-04 -6.625455e-05 -5.461738e-05
[57,] 3.283319e-04 4.681540e-04 3.829058e-04 3.085023e-04 2.401868e-04
[58,] 2.179648e-04 1.514600e-04 9.198969e-04 5.425926e-05 -8.855674e-05
[59,] 2.181407e-04 3.388724e-04 3.535483e-04 3.648660e-04 1.140969e-04
[60,] 1.981478e-04 3.217256e-04 2.426756e-04 1.090130e-04 5.304653e-04
[61,] 5.207248e-04 1.903031e-04 4.648308e-04 1.532005e-04 2.982326e-05
[62,] 5.548686e-04 1.258785e-04 6.074667e-04 1.932428e-04 1.283901e-04
[63,] 1.990748e-04 3.275542e-04 2.338496e-04 3.227576e-04 3.272020e-04
[64,] 1.044349e-03 1.322764e-04 2.652025e-04 2.269856e-04 1.758308e-04
[65,] 1.264120e-06 -1.132724e-04 4.041462e-04 -1.161885e-04 -8.940085e-05
[66,] 1.249145e-03 2.748883e-04 3.930427e-04 1.509566e-04 1.875768e-05
[67,] 1.199657e-03 3.236846e-04 3.686262e-04 3.475023e-05 -3.503024e-06
[68,] 2.935687e-04 3.605831e-05 1.460396e-04 1.888430e-04 -4.274896e-05
[69,] 1.517784e-04 -5.908439e-05 2.021830e-04 1.265708e-04 5.755952e-05
[70,] 1.004981e-03 8.425732e-05 1.023468e-04 3.206675e-04 2.725050e-04
[71,] 1.923564e-04 -1.693882e-04 8.083714e-04 1.933054e-04 1.201104e-04
[72,] 3.209676e-04 4.967575e-04 3.219887e-04 3.867450e-04 1.979057e-04
[73,] 3.874605e-04 7.628287e-04 3.556311e-04 3.646496e-04 6.124136e-04
[74,] 6.248343e-04 1.607363e-04 2.708119e-04 3.221256e-04 1.446027e-04
[75,] 5.226246e-04 1.320957e-04 4.532569e-04 2.378641e-04 8.209289e-05
[76,] 2.367913e-04 3.861432e-04 2.349581e-04 1.951433e-04 1.821352e-04
[77,] 3.634520e-04 2.639326e-04 1.090717e-03 6.145277e-05 1.076141e-04
[78,] 3.500399e-04 3.365269e-04 1.035806e-03 1.604210e-04 2.202664e-05
[79,] 1.293833e-04 -5.428948e-05 4.908508e-04 1.498595e-04 -4.017423e-05
[80,] 7.356076e-05 -2.867182e-05 4.071606e-04 1.059201e-04 3.249284e-05
[81,] 1.998421e-05 9.317990e-05 8.374106e-04 1.785230e-04 1.724038e-04
[82,] 1.265919e-04 2.758960e-04 1.950711e-04 4.158360e-04 5.040973e-04
[83,] 8.053222e-04 3.274834e-04 5.233561e-04 1.417132e-04 1.124932e-04
[84,] 9.361472e-04 3.420286e-04 7.259378e-04 3.283635e-04 2.613518e-04
[85,] 4.629423e-04 3.531423e-04 2.693401e-04 3.934886e-04 2.614172e-04
[86,] 5.509018e-04 1.944809e-04 3.373056e-04 1.213739e-04 1.462931e-04
[87,] 9.202240e-04 2.754473e-04 6.266739e-04 2.561741e-04 3.419183e-04
[88,] 5.118179e-04 4.626634e-04 3.342391e-04 3.652616e-04 6.662474e-04
[89,] 7.414652e-05 1.103730e-04 1.973514e-04 1.571687e-04 -2.784296e-05
[90,] 6.477588e-04 1.879430e-04 3.256455e-04 2.755797e-04 1.765123e-04
[91,] 4.531404e-04 2.363351e-04 4.256723e-04 2.889718e-04 2.680587e-04
[,11] [,12] [,13] [,14] [,15]
[1,] 1.151212e-03 1.040878e-03 1.772294e-04 1.505274e-03 5.245784e-04
[2,] -9.101252e-05 -3.500551e-05 2.387396e-04 2.103932e-04 -1.249220e-04
[3,] 1.181871e-03 1.877626e-03 5.810354e-04 4.141674e-04 -1.451571e-04
[4,] 9.432152e-04 1.022770e-03 1.084298e-04 6.282812e-04 3.953097e-04
[5,] 3.951396e-04 6.377324e-04 5.128700e-04 2.144128e-04 2.473014e-05
[6,] 1.244302e-03 1.653860e-03 5.726972e-04 4.422446e-04 7.259195e-05
[7,] 1.679508e-04 4.049841e-04 8.772929e-04 2.596868e-04 -1.076720e-04
[8,] 7.715104e-04 1.455224e-03 2.736575e-04 5.379961e-04 3.673829e-04
[9,] 6.603075e-05 1.158197e-04 6.510906e-04 1.838939e-04 1.070006e-04
[10,] 1.316761e-05 1.147257e-04 3.378176e-04 1.266358e-04 -3.972183e-05
[11,] 2.270707e-03 1.295938e-03 1.758578e-04 6.034928e-04 1.788702e-04
[12,] 1.295938e-03 2.705336e-03 3.905715e-04 5.320279e-04 5.455172e-05
[13,] 1.758578e-04 3.905715e-04 1.693919e-03 1.174797e-04 -1.470308e-04
[14,] 6.034928e-04 5.320279e-04 1.174797e-04 2.239498e-03 1.952462e-04
[15,] 1.788702e-04 5.455172e-05 -1.470308e-04 1.952462e-04 2.298914e-03
[16,] 2.226474e-04 1.322255e-04 -5.619034e-05 -1.140737e-04 3.556849e-04
[17,] 3.943512e-04 3.126967e-04 2.399795e-05 4.223194e-04 8.826219e-04
[18,] -1.762666e-05 7.797265e-06 -7.580121e-05 2.465320e-04 1.005278e-03
[19,] 4.846435e-04 4.030765e-04 -5.794975e-06 1.065540e-03 5.899302e-04
[20,] 1.729384e-04 2.812538e-05 -2.162077e-05 1.380929e-04 7.801401e-04
[21,] 5.544624e-04 6.313520e-04 2.014899e-04 9.725282e-04 3.780238e-04
[22,] 5.710367e-04 3.883534e-04 1.605339e-04 9.571380e-04 3.885684e-04
[23,] -8.204424e-06 1.280915e-04 -5.787234e-05 1.443124e-04 5.414757e-04
[24,] 1.933416e-04 -1.165096e-04 -4.836977e-05 2.912656e-04 1.032752e-03
[25,] 3.863016e-04 3.308994e-04 -6.014859e-05 8.363689e-04 6.534789e-04
[26,] 8.201857e-04 1.177930e-03 4.099503e-04 7.101253e-04 -3.761715e-04
[27,] 5.675788e-04 5.025063e-04 4.341735e-05 1.073767e-03 5.845911e-05
[28,] 2.991537e-04 4.232581e-04 4.890351e-04 4.962612e-04 -1.391124e-04
[29,] 8.607955e-04 9.827212e-04 3.225253e-04 7.728478e-04 -1.016301e-04
[30,] 2.362833e-04 2.972800e-04 4.983521e-04 3.034783e-04 -2.522457e-04
[31,] 3.821567e-04 7.135594e-04 1.584021e-04 9.453625e-04 3.586482e-05
[32,] 1.694330e-04 7.796945e-05 4.158569e-04 2.146558e-04 -7.913896e-05
[33,] 1.960490e-04 2.981468e-05 1.352208e-04 3.343720e-04 -1.239938e-04
[34,] 1.464822e-03 8.272920e-04 1.400569e-04 1.119494e-03 -8.296229e-05
[35,] 8.998225e-04 1.761202e-03 2.364439e-04 9.527153e-04 -1.998842e-04
[36,] 1.089253e-04 1.669941e-04 9.287999e-04 1.368016e-04 -1.504229e-04
[37,] 7.968852e-05 3.922345e-06 -2.043723e-04 9.152742e-05 9.265585e-04
[38,] 6.829233e-04 7.257352e-04 2.453567e-05 1.644243e-04 2.663926e-04
[39,] 1.764563e-04 2.794382e-04 -2.058999e-04 1.396809e-04 5.798666e-04
[40,] 6.274729e-04 8.365378e-04 1.480852e-04 1.943176e-04 7.336616e-05
[41,] 1.423004e-04 1.141367e-04 -2.057205e-04 1.335412e-04 6.313731e-04
[42,] 8.231956e-04 1.176962e-03 3.173046e-04 3.248728e-04 8.781090e-05
[43,] 7.721936e-04 1.107022e-03 4.322391e-04 2.453541e-04 4.097487e-05
[44,] 1.457938e-04 1.964991e-04 -2.583065e-05 5.504730e-05 1.151525e-03
[45,] 1.480426e-04 1.626770e-04 -3.336231e-05 -2.172860e-05 6.354989e-04
[46,] 4.723493e-04 6.416952e-04 6.282235e-05 2.526807e-04 -3.399836e-05
[47,] 3.204598e-04 3.363434e-04 2.870356e-05 8.363679e-05 5.715944e-04
[48,] 1.482037e-05 9.509445e-05 -1.273937e-04 7.654873e-05 4.848910e-04
[49,] 4.428872e-04 3.462299e-04 6.396238e-05 3.963728e-04 5.632036e-04
[50,] 1.190691e-04 -7.397069e-06 2.647493e-05 4.707860e-05 1.304570e-04
[51,] 4.395244e-04 4.722943e-04 9.752983e-05 3.898085e-04 3.417459e-04
[52,] 2.449497e-04 4.176278e-04 2.449861e-04 4.387653e-04 3.483783e-04
[53,] 2.645050e-05 1.224855e-04 -8.397161e-05 1.130279e-04 3.022050e-04
[54,] 1.620661e-04 -6.139460e-05 -1.494147e-04 1.581046e-04 4.406155e-04
[55,] 2.905789e-04 2.215228e-04 -1.055407e-05 2.901715e-04 5.034108e-04
[56,] 4.240055e-04 5.265243e-04 -1.973462e-05 8.129064e-05 1.718636e-04
[57,] 2.419264e-04 2.748425e-04 2.803957e-04 2.267123e-04 1.044837e-04
[58,] 2.867212e-04 4.582116e-04 -3.696440e-05 7.012806e-05 5.265334e-04
[59,] 2.577843e-04 3.970990e-04 3.489007e-04 1.363490e-04 2.338867e-05
[60,] 1.068804e-04 3.185129e-04 3.795883e-04 -5.973542e-07 -1.113856e-04
[61,] 9.448108e-04 5.387831e-04 7.372631e-05 3.745784e-05 4.211735e-04
[62,] 4.984559e-04 8.903271e-04 8.291508e-05 1.530548e-05 3.913382e-04
[63,] 1.663279e-04 2.523277e-04 5.283547e-04 1.833964e-04 8.145841e-05
[64,] 5.667517e-04 5.098512e-04 8.740936e-05 3.370508e-04 1.779514e-04
[65,] 2.314783e-05 6.793039e-05 -3.070003e-04 2.210559e-04 5.615340e-04
[66,] 7.844726e-04 9.073095e-04 3.795170e-04 2.884158e-04 -1.142100e-05
[67,] 5.679466e-04 8.628537e-04 4.388622e-04 4.073142e-04 -1.236788e-04
[68,] 1.837596e-05 1.019651e-05 9.269825e-05 -7.602563e-05 2.657088e-04
[69,] -1.334938e-06 4.496160e-05 -6.395378e-05 1.127173e-04 2.539180e-04
[70,] 5.769796e-04 4.180774e-04 2.091009e-05 2.592556e-04 2.183488e-04
[71,] 1.949516e-04 3.657622e-04 -1.299677e-05 3.245772e-04 4.657350e-04
[72,] 2.957613e-04 2.750270e-04 3.371062e-04 1.485347e-04 -4.162078e-05
[73,] 1.939835e-04 2.240768e-04 4.406999e-04 2.006041e-04 -1.054884e-04
[74,] 1.072458e-03 6.561468e-04 1.509383e-04 3.548702e-04 2.069393e-04
[75,] 6.430424e-04 1.008319e-03 2.220971e-04 3.921206e-04 2.005058e-04
[76,] 1.617460e-04 2.803045e-04 4.454892e-04 1.803916e-05 1.524861e-05
[77,] 4.719646e-04 6.868859e-04 1.950846e-04 4.667032e-04 2.952451e-04
[78,] 3.185011e-04 5.583918e-04 2.577983e-04 3.203463e-04 2.488363e-04
[79,] -2.020786e-05 1.126993e-04 -2.262926e-05 1.045991e-04 5.975976e-04
[80,] 8.155602e-05 -1.115190e-04 -5.880666e-05 1.214160e-04 5.391523e-04
[81,] 2.411488e-04 3.388258e-04 -2.091448e-04 2.575920e-04 4.131180e-04
[82,] 1.004035e-04 1.851582e-04 2.515276e-04 4.749048e-05 -1.274611e-04
[83,] 1.116957e-03 7.945022e-04 2.855706e-04 3.797462e-04 6.258191e-05
[84,] 8.028779e-04 1.369831e-03 4.078371e-04 4.394276e-04 4.561676e-05
[85,] 2.782243e-04 3.458777e-04 7.914413e-04 1.773808e-04 -1.288970e-04
[86,] 1.118878e-03 6.187172e-04 2.245810e-04 4.208504e-04 4.571628e-05
[87,] 6.926836e-04 1.432428e-03 4.456062e-04 3.878483e-04 4.345178e-05
[88,] 2.190328e-04 4.224989e-04 7.611678e-04 8.336977e-05 -2.748681e-04
[89,] 1.319493e-04 6.125549e-05 1.041810e-04 9.442602e-05 2.714302e-04
[90,] 8.869230e-04 5.812360e-04 1.489242e-04 3.179801e-04 2.653526e-04
[91,] 5.603101e-04 8.264530e-04 1.112237e-04 3.365833e-04 1.726714e-04
[,16] [,17] [,18] [,19] [,20]
[1,] 1.356779e-04 1.050261e-03 3.542381e-04 1.307711e-03 2.656278e-04
[2,] -1.063259e-04 -1.487516e-04 -1.054809e-04 5.072716e-05 -6.468823e-05
[3,] 1.104419e-04 3.614334e-04 7.103924e-06 2.642618e-04 1.936449e-04
[4,] 8.579419e-05 5.303926e-04 2.698007e-04 5.563795e-04 1.125675e-04
[5,] -7.437012e-06 -2.722630e-05 -5.128920e-05 1.209411e-04 -3.852466e-05
[6,] 9.792398e-05 2.813407e-04 -3.220654e-05 3.770148e-04 1.385205e-04
[7,] -7.089612e-05 2.764372e-05 -2.556625e-05 4.779977e-06 4.589113e-05
[8,] 4.378708e-05 4.512041e-04 2.633130e-04 4.429790e-04 1.192035e-04
[9,] -3.921125e-05 1.013147e-04 -4.125693e-05 8.950706e-05 1.202262e-05
[10,] 5.471853e-05 -1.087456e-04 -3.625286e-05 6.757008e-05 -4.224384e-05
[11,] 2.226474e-04 3.943512e-04 -1.762666e-05 4.846435e-04 1.729384e-04
[12,] 1.322255e-04 3.126967e-04 7.797265e-06 4.030765e-04 2.812538e-05
[13,] -5.619034e-05 2.399795e-05 -7.580121e-05 -5.794975e-06 -2.162077e-05
[14,] -1.140737e-04 4.223194e-04 2.465320e-04 1.065540e-03 1.380929e-04
[15,] 3.556849e-04 8.826219e-04 1.005278e-03 5.899302e-04 7.801401e-04
[16,] 1.522519e-03 4.599203e-04 4.450386e-04 1.265099e-04 7.497889e-04
[17,] 4.599203e-04 2.307746e-03 7.443346e-04 1.277715e-03 6.532186e-04
[18,] 4.450386e-04 7.443346e-04 2.014572e-03 6.530204e-04 8.348416e-04
[19,] 1.265099e-04 1.277715e-03 6.530204e-04 2.305896e-03 4.960829e-04
[20,] 7.497889e-04 6.532186e-04 8.348416e-04 4.960829e-04 2.001192e-03
[21,] 1.209043e-04 1.123705e-03 5.036421e-04 1.352802e-03 4.221705e-04
[22,] 2.171000e-04 9.879071e-04 3.804311e-04 1.186686e-03 2.579738e-04
[23,] 3.237255e-04 3.492951e-04 6.037465e-04 2.481017e-04 2.133779e-04
[24,] 4.223827e-04 6.142982e-04 9.859993e-04 4.848470e-04 7.096234e-04
[25,] 1.717620e-04 1.150020e-03 7.287224e-04 1.568352e-03 5.487626e-04
[26,] -8.235141e-05 2.635404e-05 -1.121926e-04 1.280289e-04 -3.815093e-05
[27,] -3.927015e-05 1.025299e-04 8.069866e-05 4.093618e-04 4.684601e-05
[28,] -1.630089e-04 -1.495922e-04 -1.025889e-04 1.086921e-04 -9.273332e-05
[29,] -8.918850e-05 -1.747415e-05 -2.256917e-04 2.815418e-04 4.064502e-05
[30,] -1.128983e-04 -6.752160e-05 -1.131045e-04 -2.276988e-04 -6.891229e-05
[31,] -7.225770e-05 4.531137e-05 1.331959e-04 3.154776e-04 -1.663269e-04
[32,] -6.860995e-05 -1.439083e-04 -7.131861e-05 -1.286011e-05 1.058377e-04
[33,] 1.979485e-05 -2.284058e-04 2.790297e-05 4.088010e-05 -5.534532e-05
[34,] -1.326255e-05 -3.464416e-05 -2.062816e-04 3.107838e-04 -2.216842e-06
[35,] -4.494398e-05 -6.889657e-05 -2.366458e-05 3.551764e-04 -2.985523e-05
[36,] -1.184796e-04 -4.893861e-05 -1.243967e-04 -2.047684e-04 -1.444134e-04
[37,] 2.924636e-04 5.295668e-04 5.067649e-04 5.314577e-04 1.641998e-04
[38,] 2.720641e-04 6.442679e-04 1.212412e-04 4.357867e-04 3.762525e-04
[39,] 2.057109e-04 1.872932e-04 3.789838e-04 3.094371e-04 4.366579e-04
[40,] 2.980821e-04 3.997932e-04 2.054059e-04 7.360580e-04 4.205278e-04
[41,] 2.724419e-05 4.404235e-04 5.297773e-04 5.053337e-04 3.579973e-04
[42,] 1.481157e-04 3.226959e-04 2.969387e-05 3.801391e-04 2.542661e-04
[43,] 2.110144e-04 1.511407e-04 -1.270899e-04 2.329103e-04 1.811093e-04
[44,] 1.166517e-04 3.975220e-04 2.853404e-04 2.430964e-04 4.386392e-04
[45,] 1.030805e-04 3.155206e-04 2.116375e-04 1.963554e-04 2.939252e-04
[46,] 2.286212e-04 3.250691e-04 1.941964e-04 4.745615e-04 3.139645e-04
[47,] 2.113706e-04 1.119695e-03 3.753357e-04 5.307179e-04 3.742964e-04
[48,] 4.089064e-04 4.112478e-04 7.576294e-04 2.798859e-04 3.694439e-04
[49,] 2.072351e-04 5.910809e-04 3.484291e-04 1.089884e-03 3.307130e-04
[50,] 3.282199e-04 3.446780e-04 2.764868e-04 2.453569e-04 6.001385e-04
[51,] 2.782611e-04 6.812378e-04 2.495373e-04 5.999607e-04 1.594486e-04
[52,] -3.454677e-06 5.617996e-04 1.826347e-04 5.169170e-04 5.893657e-05
[53,] 6.120800e-04 2.840184e-04 3.822614e-04 2.709401e-04 4.062380e-04
[54,] 4.664556e-04 1.923233e-04 3.028667e-04 2.043417e-04 3.416939e-04
[55,] 3.034743e-05 5.918349e-04 3.818460e-04 6.608309e-04 2.630253e-04
[56,] 1.644314e-04 8.145956e-04 3.492550e-04 4.100538e-04 1.557600e-04
[57,] -1.866188e-05 1.042770e-04 -1.289430e-05 3.835603e-04 -6.052701e-06
[58,] 2.851219e-04 9.869192e-04 2.346180e-04 4.560663e-04 4.811449e-04
[59,] 1.072802e-04 1.961675e-04 1.583087e-05 8.399464e-05 -1.121997e-04
[60,] 1.054907e-04 1.392026e-04 -1.299219e-04 7.294600e-05 -1.370451e-04
[61,] 1.767654e-04 1.089878e-03 4.580356e-04 6.931608e-04 3.430186e-04
[62,] 4.321130e-05 9.376918e-04 2.264486e-04 5.153253e-04 1.194264e-04
[63,] 1.038088e-04 8.346683e-05 1.201282e-04 2.711140e-04 1.779971e-05
[64,] 4.793710e-05 3.451388e-04 4.152191e-05 8.345163e-04 6.990500e-05
[65,] 2.062509e-04 2.300667e-04 5.319594e-04 2.473694e-04 4.577893e-04
[66,] 1.652584e-05 3.745701e-04 4.782612e-05 4.326162e-04 3.348856e-05
[67,] 3.679824e-05 2.117982e-04 1.728878e-04 4.097618e-04 8.675703e-05
[68,] 1.385843e-04 3.816931e-04 7.070134e-04 1.423545e-04 3.594403e-04
[69,] 2.503942e-05 2.135797e-04 3.831389e-04 1.558588e-04 1.757285e-04
[70,] 1.188137e-04 3.612516e-04 4.646864e-05 5.059745e-04 4.776733e-05
[71,] 1.193530e-04 4.147657e-04 1.535377e-04 7.792126e-04 -4.734776e-05
[72,] -4.521792e-05 -4.627985e-05 -3.792432e-05 1.088583e-04 7.421834e-05
[73,] 8.921634e-06 4.550798e-06 -3.986633e-06 9.825038e-05 7.640006e-05
[74,] 1.795997e-04 6.591946e-04 1.520975e-04 1.121700e-03 2.151466e-04
[75,] 5.337258e-05 5.107662e-04 1.905306e-04 9.443817e-04 1.095955e-04
[76,] -1.116285e-05 9.510091e-05 -9.096454e-06 2.537772e-05 -2.961374e-05
[77,] 5.484779e-05 2.675253e-04 1.348313e-04 4.829721e-04 1.347208e-04
[78,] 3.711407e-05 2.336511e-04 1.618654e-04 4.426264e-04 1.084088e-04
[79,] 3.847111e-04 4.023427e-04 5.597349e-04 3.292822e-04 9.951346e-04
[80,] 2.356209e-04 2.411244e-04 4.123386e-04 2.065456e-04 6.353813e-04
[81,] 8.617168e-05 2.890522e-04 1.540877e-04 4.911028e-04 -4.199251e-05
[82,] 1.140573e-04 6.571178e-05 2.610119e-06 -2.172210e-05 -9.174575e-05
[83,] 1.477177e-04 6.419199e-04 1.798067e-04 6.095220e-04 3.465161e-04
[84,] -3.711990e-05 5.087083e-04 3.175043e-05 5.452161e-04 4.588617e-05
[85,] -8.562638e-05 -4.310376e-05 -9.406534e-05 1.725948e-04 -1.462509e-04
[86,] 2.155394e-04 4.490439e-04 1.152408e-04 5.228230e-04 2.262251e-04
[87,] 8.206980e-05 3.164239e-04 4.329994e-05 5.466024e-04 1.663052e-05
[88,] -3.197288e-05 -4.963832e-05 -9.117521e-05 4.004093e-05 -4.993361e-05
[89,] 1.195848e-04 3.105713e-04 3.704439e-04 1.895252e-04 2.956231e-04
[90,] 2.077740e-04 6.102325e-04 2.108579e-04 6.119792e-04 2.790703e-04
[91,] 1.991470e-05 4.902528e-04 2.436524e-04 5.217462e-04 1.570608e-04
[,21] [,22] [,23] [,24] [,25]
[1,] 1.337394e-03 1.353143e-03 3.145673e-04 4.183864e-04 1.055036e-03
[2,] 7.973286e-06 -3.549755e-05 -1.649429e-04 -1.253598e-04 -3.216684e-05
[3,] 5.521338e-04 3.516577e-04 5.109162e-05 -8.004636e-06 2.348789e-04
[4,] 5.820986e-04 6.938719e-04 3.531082e-04 3.629808e-04 4.484452e-04
[5,] 1.927765e-04 2.531976e-05 -5.732922e-05 -5.859445e-05 1.243449e-04
[6,] 4.017834e-04 3.847078e-04 -2.611508e-05 3.100937e-05 2.779199e-04
[7,] 1.031206e-04 1.535463e-04 -6.889827e-05 -1.916054e-05 4.139062e-05
[8,] 5.232444e-04 4.337809e-04 2.219140e-04 1.788917e-04 3.559571e-04
[9,] 5.943174e-05 1.894539e-04 -1.740593e-05 1.442088e-04 2.518992e-04
[10,] 1.288776e-04 6.474339e-05 -2.353009e-05 -1.061887e-04 1.754678e-04
[11,] 5.544624e-04 5.710367e-04 -8.204424e-06 1.933416e-04 3.863016e-04
[12,] 6.313520e-04 3.883534e-04 1.280915e-04 -1.165096e-04 3.308994e-04
[13,] 2.014899e-04 1.605339e-04 -5.787234e-05 -4.836977e-05 -6.014859e-05
[14,] 9.725282e-04 9.571380e-04 1.443124e-04 2.912656e-04 8.363689e-04
[15,] 3.780238e-04 3.885684e-04 5.414757e-04 1.032752e-03 6.534789e-04
[16,] 1.209043e-04 2.171000e-04 3.237255e-04 4.223827e-04 1.717620e-04
[17,] 1.123705e-03 9.879071e-04 3.492951e-04 6.142982e-04 1.150020e-03
[18,] 5.036421e-04 3.804311e-04 6.037465e-04 9.859993e-04 7.287224e-04
[19,] 1.352802e-03 1.186686e-03 2.481017e-04 4.848470e-04 1.568352e-03
[20,] 4.221705e-04 2.579738e-04 2.133779e-04 7.096234e-04 5.487626e-04
[21,] 2.329914e-03 1.181664e-03 3.051902e-04 3.284335e-04 1.051622e-03
[22,] 1.181664e-03 2.461410e-03 2.528256e-04 3.377001e-04 9.453152e-04
[23,] 3.051902e-04 2.528256e-04 1.252743e-03 5.688558e-04 3.174315e-04
[24,] 3.284335e-04 3.377001e-04 5.688558e-04 1.584639e-03 4.874555e-04
[25,] 1.051622e-03 9.453152e-04 3.174315e-04 4.874555e-04 2.373477e-03
[26,] 2.855037e-04 1.977071e-04 -1.251963e-04 -2.016707e-04 1.851521e-04
[27,] 4.010765e-04 4.562917e-04 1.358204e-04 1.707700e-04 2.852410e-04
[28,] 3.947976e-05 -1.012006e-04 -2.181995e-04 -1.867947e-04 9.900604e-05
[29,] 2.612684e-04 3.521843e-04 -2.266594e-04 1.968499e-06 1.948555e-04
[30,] -3.233779e-06 4.911384e-05 -1.731616e-04 -5.225017e-05 -1.541767e-04
[31,] 4.834743e-04 3.141686e-04 3.659405e-05 8.193974e-05 2.279753e-04
[32,] -1.946275e-04 -1.339951e-04 -8.195591e-05 6.971793e-05 6.882587e-05
[33,] -1.084033e-04 -1.253990e-04 -3.282229e-05 -3.328305e-05 -8.065992e-06
[34,] 3.514297e-04 3.999419e-04 -1.610882e-04 3.783518e-05 2.801438e-04
[35,] 4.567616e-04 3.422022e-04 -4.200463e-05 -1.834349e-04 3.101380e-04
[36,] 2.593731e-05 -7.515502e-05 -1.091380e-04 -3.485674e-05 -2.398989e-04
[37,] 2.967985e-04 3.430944e-04 1.687561e-04 3.935561e-04 4.944774e-04
[38,] 3.063231e-04 1.276582e-04 1.297558e-04 2.385954e-04 4.057433e-04
[39,] 5.540999e-05 -3.834395e-05 2.382688e-05 1.920062e-04 3.610341e-04
[40,] 3.606487e-04 2.119420e-04 4.761212e-05 1.182147e-04 5.118638e-04
[41,] 3.026794e-04 2.848727e-04 2.259319e-04 3.838401e-04 4.831282e-04
[42,] 6.564901e-04 1.918456e-04 2.046238e-05 6.722969e-06 2.646992e-04
[43,] 2.109208e-04 5.923579e-04 1.647235e-05 1.270923e-05 4.863267e-05
[44,] 1.234946e-04 9.267926e-05 1.252333e-04 2.211614e-04 3.233059e-04
[45,] 6.265306e-05 1.148145e-04 3.066150e-06 1.713933e-04 2.713282e-04
[46,] 2.034534e-04 7.978946e-06 7.643792e-05 3.628455e-05 6.960356e-04
[47,] 6.195738e-04 5.566657e-04 1.480643e-04 1.933175e-04 5.847201e-04
[48,] 2.154578e-04 2.216830e-04 2.548367e-04 2.827819e-04 3.653682e-04
[49,] 6.084068e-04 5.505594e-04 2.720810e-04 2.797281e-04 6.742465e-04
[50,] 1.169219e-04 7.879896e-05 1.110339e-04 2.354823e-04 2.624458e-04
[51,] 1.113067e-03 6.715358e-04 2.476854e-04 1.266594e-04 4.007386e-04
[52,] 6.405134e-04 1.188742e-03 2.971968e-04 2.319913e-04 3.851319e-04
[53,] 2.512999e-04 3.692589e-04 5.161931e-04 3.047019e-04 3.569367e-04
[54,] 9.516638e-05 2.566463e-04 2.205691e-04 6.623985e-04 2.045968e-04
[55,] 3.903039e-04 3.945675e-04 2.934282e-04 2.114188e-04 9.968852e-04
[56,] 4.127688e-04 1.892116e-04 2.220061e-04 1.637341e-04 4.251240e-04
[57,] 2.310931e-05 8.177935e-05 7.764263e-05 1.190826e-04 2.808191e-04
[58,] 2.621751e-04 1.993972e-04 1.684361e-04 1.809562e-04 3.613378e-04
[59,] 3.900178e-04 1.726251e-04 1.603231e-04 1.029249e-04 7.107505e-05
[60,] 1.238088e-04 3.425904e-04 3.471273e-05 -7.456119e-05 2.627404e-05
[61,] 6.978286e-04 4.934063e-04 2.475653e-04 3.372308e-04 6.642445e-04
[62,] 5.084410e-04 2.744867e-04 1.867690e-04 2.315967e-04 5.263493e-04
[63,] 2.766329e-05 -4.482332e-06 1.491051e-04 1.021105e-04 4.198927e-04
[64,] 4.112145e-04 3.485220e-04 -3.619115e-05 1.308126e-04 5.283410e-04
[65,] 1.566165e-04 1.805512e-04 1.855316e-04 3.197038e-04 2.998005e-04
[66,] 7.963514e-04 3.878132e-04 7.485734e-05 -1.594416e-05 2.497100e-04
[67,] 4.423881e-04 8.833298e-04 9.283857e-05 1.423865e-05 1.978231e-04
[68,] 2.221737e-04 1.360573e-04 1.705285e-04 3.423557e-04 2.360755e-04
[69,] 7.424258e-05 9.070047e-05 1.111084e-04 3.252324e-04 2.587143e-04
[70,] 2.123859e-04 1.444557e-04 4.141727e-05 1.612865e-04 7.947400e-04
[71,] 4.639030e-04 3.855049e-04 1.318748e-04 1.246240e-04 5.028862e-04
[72,] 1.351708e-04 -7.513485e-06 1.573731e-06 -2.872092e-05 2.091899e-04
[73,] -1.877025e-05 2.509305e-04 3.267499e-05 8.444195e-05 1.072604e-04
[74,] 6.255712e-04 5.508861e-04 1.315709e-04 2.460832e-04 6.326076e-04
[75,] 5.570416e-04 5.163612e-04 1.348585e-04 2.590175e-04 5.669596e-04
[76,] 1.142101e-04 1.145618e-05 -6.449379e-05 -4.008447e-05 1.980521e-04
[77,] 8.564173e-04 2.884173e-04 2.454512e-04 8.457463e-05 2.072835e-04
[78,] 3.210241e-04 8.729078e-04 2.606904e-04 9.017625e-05 3.329950e-04
[79,] 4.108411e-04 3.455710e-04 3.942800e-04 4.934985e-04 4.504912e-04
[80,] 1.872189e-04 2.051497e-04 2.340805e-04 5.399889e-04 3.906391e-04
[81,] 1.660036e-04 2.774078e-04 2.144933e-04 1.729121e-04 8.830461e-04
[82,] 1.665779e-04 2.982958e-04 1.579096e-04 1.061966e-04 9.623174e-05
[83,] 1.079887e-03 6.712960e-04 8.074351e-05 1.612917e-05 3.832830e-04
[84,] 9.098631e-04 5.312082e-04 -1.017745e-05 3.734316e-05 3.603264e-04
[85,] 9.198488e-06 2.191827e-05 -7.244488e-05 -1.018133e-04 2.258744e-04
[86,] 6.651633e-04 1.094774e-03 7.983960e-05 1.567533e-04 3.855760e-04
[87,] 5.675823e-04 9.389819e-04 1.213915e-04 -1.100356e-05 3.074936e-04
[88,] 7.733711e-06 4.021428e-05 1.138626e-05 -4.718423e-05 1.686678e-04
[89,] 6.084476e-05 1.749182e-04 2.230986e-04 5.161993e-04 2.415462e-04
[90,] 3.666044e-04 3.813936e-04 4.439672e-05 2.081107e-04 1.055838e-03
[91,] 3.496910e-04 2.698810e-04 1.315343e-04 1.087335e-04 1.002831e-03
[,26] [,27] [,28] [,29] [,30]
[1,] 4.028604e-04 6.384266e-04 1.478353e-04 4.424294e-04 1.777531e-04
[2,] 4.239013e-04 3.417927e-04 7.331617e-04 4.109802e-04 5.533883e-04
[3,] 1.741616e-03 3.878872e-04 4.631666e-04 8.953324e-04 2.843017e-04
[4,] 3.539726e-04 1.353818e-03 1.152104e-05 4.008604e-04 -9.110099e-05
[5,] 4.566631e-04 1.786841e-04 1.451832e-03 4.969152e-04 4.994686e-04
[6,] 9.025829e-04 4.298573e-04 4.879909e-04 1.576017e-03 3.279896e-04
[7,] 3.567334e-04 8.524933e-05 6.355201e-04 3.736013e-04 9.478469e-04
[8,] 5.294416e-04 7.432633e-04 3.343953e-04 5.326265e-04 2.396375e-04
[9,] 3.170068e-04 9.819519e-05 5.320106e-04 4.067034e-04 5.276416e-04
[10,] 1.376873e-04 9.736127e-05 4.183089e-04 1.762397e-04 1.007506e-04
[11,] 8.201857e-04 5.675788e-04 2.991537e-04 8.607955e-04 2.362833e-04
[12,] 1.177930e-03 5.025063e-04 4.232581e-04 9.827212e-04 2.972800e-04
[13,] 4.099503e-04 4.341735e-05 4.890351e-04 3.225253e-04 4.983521e-04
[14,] 7.101253e-04 1.073767e-03 4.962612e-04 7.728478e-04 3.034783e-04
[15,] -3.761715e-04 5.845911e-05 -1.391124e-04 -1.016301e-04 -2.522457e-04
[16,] -8.235141e-05 -3.927015e-05 -1.630089e-04 -8.918850e-05 -1.128983e-04
[17,] 2.635404e-05 1.025299e-04 -1.495922e-04 -1.747415e-05 -6.752160e-05
[18,] -1.121926e-04 8.069866e-05 -1.025889e-04 -2.256917e-04 -1.131045e-04
[19,] 1.280289e-04 4.093618e-04 1.086921e-04 2.815418e-04 -2.276988e-04
[20,] -3.815093e-05 4.684601e-05 -9.273332e-05 4.064502e-05 -6.891229e-05
[21,] 2.855037e-04 4.010765e-04 3.947976e-05 2.612684e-04 -3.233779e-06
[22,] 1.977071e-04 4.562917e-04 -1.012006e-04 3.521843e-04 4.911384e-05
[23,] -1.251963e-04 1.358204e-04 -2.181995e-04 -2.266594e-04 -1.731616e-04
[24,] -2.016707e-04 1.707700e-04 -1.867947e-04 1.968499e-06 -5.225017e-05
[25,] 1.851521e-04 2.852410e-04 9.900604e-05 1.948555e-04 -1.541767e-04
[26,] 2.771084e-03 8.373953e-04 1.040266e-03 1.499360e-03 6.459573e-04
[27,] 8.373953e-04 2.144369e-03 6.744254e-04 1.001405e-03 3.343606e-04
[28,] 1.040266e-03 6.744254e-04 2.446873e-03 1.067007e-03 1.108801e-03
[29,] 1.499360e-03 1.001405e-03 1.067007e-03 2.445571e-03 7.562077e-04
[30,] 6.459573e-04 3.343606e-04 1.108801e-03 7.562077e-04 1.939729e-03
[31,] 1.082474e-03 1.265919e-03 8.244474e-04 1.207181e-03 6.151367e-04
[32,] 4.680349e-04 3.308770e-04 8.892630e-04 6.141307e-04 8.865508e-04
[33,] 4.207459e-04 4.923880e-04 9.209044e-04 5.233595e-04 6.959694e-04
[34,] 1.194463e-03 9.407893e-04 6.281782e-04 1.220205e-03 3.552279e-04
[35,] 1.828473e-03 1.064749e-03 9.501825e-04 1.725362e-03 6.565748e-04
[36,] 6.777389e-04 2.862384e-04 9.070149e-04 7.251224e-04 1.138977e-03
[37,] -2.349229e-04 2.209424e-04 -8.729550e-05 -2.227737e-05 -3.527531e-04
[38,] 6.869790e-04 2.148333e-04 2.792853e-04 3.668755e-04 9.605571e-05
[39,] 8.127699e-05 1.674579e-04 1.358738e-04 2.786305e-04 -5.409168e-05
[40,] 1.229119e-03 9.795767e-05 3.200738e-04 5.461885e-04 -2.491372e-05
[41,] -1.336608e-04 1.778969e-04 -2.013372e-05 1.699821e-05 -6.859287e-05
[42,] 1.397123e-03 2.591073e-04 5.312879e-04 8.017128e-04 1.659579e-04
[43,] 1.407677e-03 3.535995e-04 4.138018e-04 8.845388e-04 2.352214e-04
[44,] 4.797161e-05 1.057634e-04 1.307133e-04 1.014870e-04 -7.744179e-06
[45,] 3.496675e-05 -8.680711e-05 9.507576e-06 1.314458e-04 8.346879e-06
[46,] 1.200301e-03 1.275172e-04 1.210309e-04 2.462733e-04 -1.034419e-04
[47,] 4.715017e-05 4.472844e-04 -3.503772e-04 -1.882064e-05 -3.382654e-05
[48,] -3.977340e-05 2.013709e-04 -7.203922e-05 -1.625064e-04 -1.892352e-04
[49,] 1.081851e-05 9.090458e-04 1.549542e-04 1.948827e-04 -2.890665e-04
[50,] -6.463088e-05 8.624710e-05 -7.584368e-05 -1.436469e-04 -1.337330e-04
[51,] 2.099444e-04 7.769913e-04 1.129541e-04 2.065568e-04 -7.506035e-05
[52,] 2.932612e-04 7.767212e-04 -2.113004e-05 2.866021e-04 -3.204315e-05
[53,] -2.009852e-05 2.556612e-04 -4.803981e-05 -7.091522e-05 -6.387259e-05
[54,] -2.624854e-04 3.218421e-04 -1.952998e-04 -1.804580e-05 -2.050638e-04
[55,] 4.635630e-05 7.955894e-04 6.031762e-06 2.199737e-05 -2.926960e-04
[56,] 2.787750e-04 1.080426e-04 1.029100e-04 1.974472e-04 -9.811279e-05
[57,] 3.587091e-04 3.341789e-04 8.456847e-04 2.578954e-04 1.058809e-04
[58,] 4.090535e-05 2.027699e-04 -2.363521e-04 -1.168710e-04 2.788407e-05
[59,] 4.960629e-04 2.703083e-04 8.222433e-04 2.046956e-04 2.101908e-04
[60,] 3.758765e-04 1.587760e-04 8.492032e-04 1.938798e-04 2.005457e-04
[61,] 4.483235e-04 1.843270e-04 1.539441e-04 1.779725e-04 8.611920e-05
[62,] 2.347767e-04 1.795037e-05 8.481567e-05 5.101480e-05 -1.240063e-05
[63,] 1.713268e-04 1.715498e-04 6.696172e-04 1.935119e-05 4.552146e-05
[64,] 5.388786e-04 2.654087e-04 1.978493e-04 9.939335e-04 3.569025e-05
[65,] 1.446129e-05 8.842924e-05 -6.261747e-05 -9.396501e-05 -5.407679e-05
[66,] 7.529322e-04 2.557630e-04 1.570810e-04 9.304035e-04 8.855559e-05
[67,] 8.838734e-04 3.754429e-04 1.722247e-04 9.835968e-04 1.239684e-04
[68,] 5.767886e-05 3.822626e-05 -3.727107e-05 1.406571e-04 5.949110e-05
[69,] 9.587367e-05 1.064101e-04 -3.800555e-05 3.727412e-05 -6.030960e-05
[70,] 2.387115e-04 1.161608e-04 3.019499e-05 8.663425e-04 -1.120194e-05
[71,] 3.347867e-04 4.289733e-04 2.204183e-04 3.148773e-04 -2.662644e-04
[72,] 2.209446e-04 1.235044e-04 3.824320e-04 1.809824e-04 3.805428e-04
[73,] 3.248285e-04 2.122362e-04 3.950374e-04 2.455313e-04 5.975313e-04
[74,] 5.787230e-04 3.679482e-04 2.346975e-04 6.052458e-04 3.207141e-05
[75,] 7.402342e-04 2.473146e-04 2.011798e-04 4.987492e-04 -3.435716e-05
[76,] 9.220686e-05 -4.204844e-05 2.034270e-04 1.560117e-04 3.908572e-04
[77,] 3.848299e-04 4.224490e-04 2.394423e-04 1.876009e-04 1.151946e-05
[78,] 5.302483e-04 5.224100e-04 2.364142e-04 3.745190e-04 1.530780e-04
[79,] -4.734605e-05 2.130632e-04 -1.611969e-05 3.709332e-06 -1.010184e-04
[80,] -5.727739e-05 8.495642e-05 -3.900409e-06 -8.648243e-05 -4.889842e-05
[81,] 2.939823e-04 3.765575e-04 2.981580e-05 1.505920e-04 -1.035395e-05
[82,] 2.276060e-04 1.119717e-04 1.121089e-04 7.917514e-05 2.721215e-04
[83,] 6.033778e-04 3.956419e-04 8.230606e-05 6.240783e-04 1.530473e-04
[84,] 8.619629e-04 2.849998e-04 2.771694e-04 7.009282e-04 9.491714e-05
[85,] 2.529714e-04 -1.294356e-05 3.963630e-04 2.200309e-04 3.066623e-04
[86,] 6.036796e-04 2.676166e-04 3.413324e-05 4.535284e-04 4.833133e-05
[87,] 9.098015e-04 4.174651e-04 2.209339e-04 7.914253e-04 1.061460e-04
[88,] 3.942148e-04 1.607756e-04 4.232794e-04 2.395313e-04 2.941310e-04
[89,] 1.190678e-05 1.027392e-04 -1.817373e-05 -3.913319e-05 5.562046e-05
[90,] 5.062303e-04 2.273655e-04 1.420552e-04 5.985656e-04 9.093284e-05
[91,] 5.929217e-04 1.366522e-04 1.469423e-04 3.425734e-04 9.608099e-06
[,31] [,32] [,33] [,34] [,35]
[1,] 5.617561e-04 8.691149e-05 5.693732e-05 5.785526e-04 5.504606e-04
[2,] 1.688257e-04 5.041181e-04 6.626651e-04 3.079035e-04 3.785055e-04
[3,] 5.601073e-04 2.096599e-04 2.950461e-05 7.451123e-04 1.172784e-03
[4,] 7.549291e-04 -7.374291e-05 -5.335879e-05 5.072114e-04 4.600633e-04
[5,] 4.328453e-04 4.236027e-04 2.863598e-04 2.968744e-04 4.481258e-04
[6,] 5.602045e-04 3.200737e-04 1.289309e-04 7.895158e-04 9.898819e-04
[7,] 2.909830e-04 5.162177e-04 1.412691e-04 2.584998e-04 3.582856e-04
[8,] 1.353583e-03 1.635959e-05 -2.394365e-05 3.293757e-04 6.838458e-04
[9,] 1.237943e-04 8.249585e-04 2.272101e-04 2.006959e-04 1.741513e-04
[10,] 6.279909e-05 2.356199e-04 8.740511e-04 2.393043e-04 8.621703e-05
[11,] 3.821567e-04 1.694330e-04 1.960490e-04 1.464822e-03 8.998225e-04
[12,] 7.135594e-04 7.796945e-05 2.981468e-05 8.272920e-04 1.761202e-03
[13,] 1.584021e-04 4.158569e-04 1.352208e-04 1.400569e-04 2.364439e-04
[14,] 9.453625e-04 2.146558e-04 3.343720e-04 1.119494e-03 9.527153e-04
[15,] 3.586482e-05 -7.913896e-05 -1.239938e-04 -8.296229e-05 -1.998842e-04
[16,] -7.225770e-05 -6.860995e-05 1.979485e-05 -1.326255e-05 -4.494398e-05
[17,] 4.531137e-05 -1.439083e-04 -2.284058e-04 -3.464416e-05 -6.889657e-05
[18,] 1.331959e-04 -7.131861e-05 2.790297e-05 -2.062816e-04 -2.366458e-05
[19,] 3.154776e-04 -1.286011e-05 4.088010e-05 3.107838e-04 3.551764e-04
[20,] -1.663269e-04 1.058377e-04 -5.534532e-05 -2.216842e-06 -2.985523e-05
[21,] 4.834743e-04 -1.946275e-04 -1.084033e-04 3.514297e-04 4.567616e-04
[22,] 3.141686e-04 -1.339951e-04 -1.253990e-04 3.999419e-04 3.422022e-04
[23,] 3.659405e-05 -8.195591e-05 -3.282229e-05 -1.610882e-04 -4.200463e-05
[24,] 8.193974e-05 6.971793e-05 -3.328305e-05 3.783518e-05 -1.834349e-04
[25,] 2.279753e-04 6.882587e-05 -8.065992e-06 2.801438e-04 3.101380e-04
[26,] 1.082474e-03 4.680349e-04 4.207459e-04 1.194463e-03 1.828473e-03
[27,] 1.265919e-03 3.308770e-04 4.923880e-04 9.407893e-04 1.064749e-03
[28,] 8.244474e-04 8.892630e-04 9.209044e-04 6.281782e-04 9.501825e-04
[29,] 1.207181e-03 6.141307e-04 5.233595e-04 1.220205e-03 1.725362e-03
[30,] 6.151367e-04 8.865508e-04 6.959694e-04 3.552279e-04 6.565748e-04
[31,] 2.475513e-03 3.761523e-04 2.898802e-04 7.947582e-04 1.269028e-03
[32,] 3.761523e-04 1.769998e-03 7.871405e-04 3.710278e-04 4.065949e-04
[33,] 2.898802e-04 7.871405e-04 1.962134e-03 4.298840e-04 4.717300e-04
[34,] 7.947582e-04 3.710278e-04 4.298840e-04 2.193063e-03 1.331660e-03
[35,] 1.269028e-03 4.065949e-04 4.717300e-04 1.331660e-03 2.711806e-03
[36,] 5.609604e-04 7.359981e-04 6.945996e-04 3.143858e-04 5.176782e-04
[37,] 8.812057e-05 -1.465035e-04 -1.394663e-05 -3.169757e-05 -2.584095e-04
[38,] 2.101598e-04 2.015328e-04 8.179354e-05 4.065237e-04 2.879952e-04
[39,] 1.766692e-04 1.555826e-04 1.708822e-04 8.542807e-05 1.681927e-04
[40,] 4.051693e-04 9.285279e-05 8.911326e-05 5.161181e-04 7.495330e-04
[41,] 2.425751e-04 -2.203304e-05 1.011415e-05 -4.348205e-05 -4.009642e-05
[42,] 4.549706e-04 1.613066e-04 1.331993e-04 5.792099e-04 8.725951e-04
[43,] 5.699541e-04 1.301332e-04 8.159085e-05 6.212326e-04 8.777970e-04
[44,] 5.584413e-05 4.137389e-05 3.776080e-05 2.411617e-06 2.728132e-05
[45,] 7.446109e-05 9.296271e-05 -5.119518e-06 2.897146e-05 3.591305e-05
[46,] 3.386323e-04 4.783264e-05 1.330935e-04 4.413613e-04 5.841113e-04
[47,] 1.557329e-04 -7.362181e-05 -1.559015e-04 4.572966e-05 -1.248023e-04
[48,] -8.024931e-06 -1.411939e-04 -2.428599e-06 -1.326384e-04 -4.903878e-05
[49,] 3.994728e-04 -3.382743e-05 4.240320e-05 2.962338e-04 1.601256e-04
[50,] -2.267757e-04 -7.456143e-05 4.774838e-05 5.086545e-05 -1.645178e-04
[51,] 4.094410e-04 -2.523480e-04 -6.916955e-05 3.353442e-04 2.502547e-04
[52,] 4.861978e-04 -1.219055e-04 -3.410655e-04 2.063624e-04 3.177395e-04
[53,] 1.712569e-04 2.776678e-05 -9.199726e-05 -1.836687e-04 -4.665319e-05
[54,] 8.480931e-06 -7.263730e-05 1.193994e-05 -4.227854e-06 -2.640026e-04
[55,] 3.351702e-04 -1.485546e-04 1.686115e-05 1.609552e-04 5.570416e-05
[56,] 8.438966e-06 -1.380852e-04 -1.153768e-04 1.049914e-04 5.352317e-05
[57,] 4.093846e-04 1.867356e-04 1.212024e-04 2.366967e-04 2.707706e-04
[58,] 1.604135e-04 -1.376047e-05 -8.647280e-05 -2.126802e-05 -4.564268e-06
[59,] 3.662788e-04 3.210863e-06 -5.547986e-05 1.271986e-04 3.189985e-04
[60,] 3.241351e-04 -7.892562e-05 1.296154e-04 7.535877e-05 2.094890e-04
[61,] 1.199683e-04 -3.773561e-05 -9.056410e-05 4.209062e-04 2.088702e-04
[62,] 1.266456e-04 9.459609e-07 -7.621244e-05 1.625667e-04 2.208422e-04
[63,] 8.798154e-05 1.926017e-04 1.761486e-04 1.227599e-04 1.488296e-04
[64,] 4.025855e-04 5.588817e-05 5.048915e-05 5.312536e-04 5.182758e-04
[65,] 2.756967e-04 -1.829459e-04 -3.292043e-05 -3.252771e-05 -7.320194e-05
[66,] 2.392071e-04 -7.852219e-05 -8.314733e-05 5.730998e-04 7.195887e-04
[67,] 4.176816e-04 -1.111591e-04 -3.708695e-05 4.463172e-04 7.789939e-04
[68,] 7.318294e-05 1.684242e-04 -4.812804e-05 -3.961877e-05 -6.782152e-05
[69,] 6.865918e-05 9.640942e-05 5.988001e-05 -2.203444e-05 2.455881e-05
[70,] 2.266365e-04 9.101098e-05 7.320740e-05 5.272804e-04 3.389672e-04
[71,] 8.909573e-04 -5.766386e-05 -2.527666e-05 1.804176e-04 3.300513e-04
[72,] 1.573110e-04 3.653072e-04 2.514581e-04 2.053696e-04 1.848275e-04
[73,] 2.467452e-04 3.519937e-04 5.951065e-04 1.409958e-04 1.899323e-04
[74,] 2.653728e-04 1.861676e-04 6.117040e-05 8.724104e-04 5.958783e-04
[75,] 4.102845e-04 1.773172e-05 -9.429444e-06 5.369112e-04 9.634838e-04
[76,] 2.049359e-04 1.849098e-04 1.161549e-04 1.366076e-04 1.570667e-04
[77,] 9.083017e-04 -1.687964e-04 -5.140217e-05 3.828932e-04 5.025729e-04
[78,] 9.852056e-04 -2.936870e-05 -9.914306e-05 2.127564e-04 5.403215e-04
[79,] 2.263825e-04 1.505068e-04 -1.121798e-04 -1.398280e-04 -9.924334e-05
[80,] 2.332506e-04 6.951068e-05 4.688755e-05 -6.005687e-05 -2.128371e-04
[81,] 9.387250e-04 -9.112348e-05 -7.861218e-05 2.874987e-04 3.240680e-04
[82,] 1.315161e-04 3.210100e-04 5.052162e-04 7.535804e-05 6.078216e-05
[83,] 4.539456e-04 -5.923004e-05 -2.286877e-05 8.033732e-04 6.445321e-04
[84,] 5.219777e-04 -5.857861e-05 -2.314284e-05 5.868757e-04 1.025772e-03
[85,] 6.882152e-05 3.802799e-04 3.333191e-04 1.622422e-04 2.069958e-04
[86,] 2.456143e-04 -2.349140e-05 -5.932680e-05 8.850351e-04 5.755967e-04
[87,] 6.050836e-04 -5.616074e-05 1.172726e-04 6.023898e-04 1.200529e-03
[88,] 1.319280e-04 3.603859e-04 5.613659e-04 1.181571e-04 2.521868e-04
[89,] 2.719833e-05 1.326604e-04 7.887696e-06 1.508571e-05 -7.102333e-05
[90,] 3.635345e-04 1.170242e-04 6.612668e-05 7.234630e-04 5.262495e-04
[91,] 3.929317e-04 5.163223e-05 8.477411e-05 4.794893e-04 7.770183e-04
[,36] [,37] [,38] [,39] [,40]
[1,] 5.825737e-06 3.648446e-04 4.423817e-04 2.160853e-04 2.938853e-04
[2,] 5.745834e-04 -1.474616e-04 -8.222259e-05 -5.427949e-05 3.974018e-05
[3,] 3.454125e-04 -2.473914e-04 1.075266e-03 3.127918e-05 1.082763e-03
[4,] -1.464405e-04 6.153476e-04 4.703075e-04 3.459440e-04 2.722079e-04
[5,] 3.584135e-04 4.206993e-05 3.387502e-04 1.558594e-04 2.399818e-04
[6,] 3.067381e-04 2.008105e-04 6.936510e-04 4.115926e-04 6.536034e-04
[7,] 5.068683e-04 -1.470502e-04 1.783529e-04 5.105237e-05 9.340387e-05
[8,] 1.454051e-04 3.583948e-04 4.773327e-04 2.586723e-04 3.728271e-04
[9,] 4.482119e-04 -3.382729e-05 2.346092e-04 7.124854e-05 1.780312e-04
[10,] 1.233220e-04 1.258577e-06 9.563899e-05 1.256434e-04 1.872403e-04
[11,] 1.089253e-04 7.968852e-05 6.829233e-04 1.764563e-04 6.274729e-04
[12,] 1.669941e-04 3.922345e-06 7.257352e-04 2.794382e-04 8.365378e-04
[13,] 9.287999e-04 -2.043723e-04 2.453567e-05 -2.058999e-04 1.480852e-04
[14,] 1.368016e-04 9.152742e-05 1.644243e-04 1.396809e-04 1.943176e-04
[15,] -1.504229e-04 9.265585e-04 2.663926e-04 5.798666e-04 7.336616e-05
[16,] -1.184796e-04 2.924636e-04 2.720641e-04 2.057109e-04 2.980821e-04
[17,] -4.893861e-05 5.295668e-04 6.442679e-04 1.872932e-04 3.997932e-04
[18,] -1.243967e-04 5.067649e-04 1.212412e-04 3.789838e-04 2.054059e-04
[19,] -2.047684e-04 5.314577e-04 4.357867e-04 3.094371e-04 7.360580e-04
[20,] -1.444134e-04 1.641998e-04 3.762525e-04 4.366579e-04 4.205278e-04
[21,] 2.593731e-05 2.967985e-04 3.063231e-04 5.540999e-05 3.606487e-04
[22,] -7.515502e-05 3.430944e-04 1.276582e-04 -3.834395e-05 2.119420e-04
[23,] -1.091380e-04 1.687561e-04 1.297558e-04 2.382688e-05 4.761212e-05
[24,] -3.485674e-05 3.935561e-04 2.385954e-04 1.920062e-04 1.182147e-04
[25,] -2.398989e-04 4.944774e-04 4.057433e-04 3.610341e-04 5.118638e-04
[26,] 6.777389e-04 -2.349229e-04 6.869790e-04 8.127699e-05 1.229119e-03
[27,] 2.862384e-04 2.209424e-04 2.148333e-04 1.674579e-04 9.795767e-05
[28,] 9.070149e-04 -8.729550e-05 2.792853e-04 1.358738e-04 3.200738e-04
[29,] 7.251224e-04 -2.227737e-05 3.668755e-04 2.786305e-04 5.461885e-04
[30,] 1.138977e-03 -3.527531e-04 9.605571e-05 -5.409168e-05 -2.491372e-05
[31,] 5.609604e-04 8.812057e-05 2.101598e-04 1.766692e-04 4.051693e-04
[32,] 7.359981e-04 -1.465035e-04 2.015328e-04 1.555826e-04 9.285279e-05
[33,] 6.945996e-04 -1.394663e-05 8.179354e-05 1.708822e-04 8.911326e-05
[34,] 3.143858e-04 -3.169757e-05 4.065237e-04 8.542807e-05 5.161181e-04
[35,] 5.176782e-04 -2.584095e-04 2.879952e-04 1.681927e-04 7.495330e-04
[36,] 1.918183e-03 -2.946223e-04 -8.697919e-05 -2.738366e-04 -7.957876e-05
[37,] -2.946223e-04 2.175742e-03 1.535642e-04 6.996295e-04 1.168107e-04
[38,] -8.697919e-05 1.535642e-04 1.910924e-03 4.690801e-04 9.418521e-04
[39,] -2.738366e-04 6.996295e-04 4.690801e-04 1.498185e-03 4.929281e-04
[40,] -7.957876e-05 1.168107e-04 9.418521e-04 4.929281e-04 2.340139e-03
[41,] -1.282286e-04 1.169290e-03 2.888227e-04 6.613515e-04 3.740946e-04
[42,] 1.760128e-04 1.456829e-05 1.025678e-03 3.057619e-04 1.321698e-03
[43,] 2.908887e-04 8.551113e-05 9.088548e-04 2.715578e-04 1.261003e-03
[44,] -2.585185e-05 6.095637e-04 4.210214e-04 7.660527e-04 4.246956e-04
[45,] -3.772987e-05 5.058242e-04 2.401113e-04 7.652694e-04 4.382142e-04
[46,] -6.333893e-05 -2.036823e-05 1.006664e-03 4.606503e-04 1.557230e-03
[47,] -1.526085e-04 6.642279e-04 6.166080e-04 3.695424e-04 3.636980e-04
[48,] -3.114693e-04 8.792980e-04 3.463284e-04 3.867651e-04 1.744942e-04
[49,] -2.818947e-04 6.173723e-04 4.380615e-04 3.241816e-04 8.565714e-04
[50,] -1.248990e-04 6.316330e-04 4.780513e-05 2.183373e-04 2.010962e-04
[51,] -2.039543e-04 4.981741e-04 4.284744e-04 1.908452e-04 5.747545e-04
[52,] -6.677297e-05 3.207645e-04 2.848360e-04 1.423665e-04 3.888974e-04
[53,] -1.186163e-04 7.142048e-04 4.199508e-04 2.929320e-04 1.921393e-04
[54,] -2.660902e-04 1.068549e-03 3.171827e-04 3.329102e-04 1.327145e-05
[55,] -3.358608e-04 6.485262e-04 4.007490e-04 3.737476e-04 4.724074e-04
[56,] -1.941463e-04 3.002144e-04 1.006514e-03 3.379313e-04 5.280695e-04
[57,] 4.847524e-05 8.237595e-05 4.211032e-04 1.283283e-04 4.656261e-04
[58,] -1.815500e-04 2.920273e-04 7.396762e-04 2.804403e-04 4.237678e-04
[59,] 2.123517e-04 4.384489e-05 2.382657e-04 -1.415971e-04 2.545730e-04
[60,] 2.278268e-04 2.058773e-05 1.209081e-04 -1.403599e-04 2.266764e-04
[61,] 1.532825e-05 4.320869e-04 9.507491e-04 2.267730e-04 6.259591e-04
[62,] -5.542439e-05 3.971859e-04 1.272073e-03 2.517992e-04 5.728850e-04
[63,] 1.062812e-04 6.560785e-05 4.220849e-04 2.268244e-04 3.193308e-04
[64,] 1.935550e-05 1.565726e-04 5.217945e-04 1.972041e-04 1.243528e-03
[65,] -2.083253e-04 5.806718e-04 3.629912e-04 5.702923e-04 2.821028e-04
[66,] 1.155751e-04 9.562264e-05 3.130514e-04 4.687944e-05 7.501904e-04
[67,] 1.445056e-04 9.410327e-05 2.958799e-04 1.243444e-04 7.132801e-04
[68,] 1.055156e-04 3.033842e-04 2.432335e-04 4.373767e-04 2.160954e-04
[69,] -1.042666e-04 3.000955e-04 1.787477e-04 5.448684e-04 1.185687e-04
[70,] 4.148713e-05 2.464962e-04 6.220415e-04 4.143157e-04 7.777100e-04
[71,] -3.609269e-05 3.852797e-04 4.669474e-04 2.374144e-04 1.057134e-03
[72,] 2.805824e-04 1.049813e-04 1.096934e-04 7.057523e-05 6.868326e-05
[73,] 3.219529e-04 5.918593e-05 1.640397e-04 7.768830e-05 6.312201e-05
[74,] 8.225520e-05 2.199598e-04 5.657693e-04 1.816963e-04 1.136755e-03
[75,] 9.595885e-06 5.129147e-05 5.261332e-04 1.480473e-04 1.630503e-03
[76,] 3.939816e-04 -3.058141e-05 1.104892e-04 3.616674e-05 2.673662e-04
[77,] -4.939307e-05 9.056497e-05 4.020750e-04 1.410422e-04 8.186325e-04
[78,] 5.165647e-05 1.386566e-04 3.326994e-04 1.707930e-04 6.784955e-04
[79,] 2.196066e-05 4.892996e-04 5.535067e-04 4.631575e-04 3.134043e-04
[80,] -4.471657e-05 5.728860e-04 4.124023e-04 4.015112e-04 3.341931e-04
[81,] -1.709435e-04 3.597002e-04 4.641485e-04 3.856907e-04 7.661785e-04
[82,] 3.241841e-04 -2.953508e-05 6.928229e-05 -9.116816e-05 7.104903e-05
[83,] 1.032862e-04 1.395506e-04 4.173713e-04 3.979286e-05 6.823922e-04
[84,] 1.291804e-04 7.889969e-05 4.756574e-04 1.191463e-04 9.438960e-04
[85,] 5.817733e-04 -7.656593e-06 8.639149e-05 2.473769e-05 1.187116e-04
[86,] 6.438163e-05 8.649458e-05 2.833515e-04 -4.197727e-05 5.705345e-04
[87,] 1.727030e-04 1.258978e-04 5.003429e-04 5.827891e-05 8.438294e-04
[88,] 5.490426e-04 -6.013667e-05 5.364458e-05 7.744525e-05 1.757668e-04
[89,] 7.486292e-05 1.559809e-04 2.334561e-04 2.597643e-04 1.753646e-04
[90,] 4.353834e-05 2.274448e-04 5.854422e-04 2.620457e-04 8.118905e-04
[91,] -7.922301e-06 7.105016e-05 6.137423e-04 3.992040e-04 1.026450e-03
[,41] [,42] [,43] [,44] [,45]
[1,] 3.590014e-04 5.881346e-04 3.819032e-04 2.610635e-04 1.540091e-04
[2,] -1.211744e-04 1.068661e-04 -3.591748e-05 -3.475434e-06 -1.788314e-05
[3,] -7.827564e-05 1.535035e-03 1.484208e-03 1.397773e-04 4.454794e-05
[4,] 3.729310e-04 4.164136e-04 4.278047e-04 2.243270e-04 1.066920e-04
[5,] 8.423477e-06 5.262943e-04 4.092308e-04 1.645992e-04 8.508835e-05
[6,] 9.829584e-05 8.918051e-04 9.744126e-04 2.470625e-04 2.868396e-04
[7,] -5.916905e-05 2.873137e-04 4.044501e-04 9.523070e-05 9.007996e-05
[8,] 4.398194e-04 5.631096e-04 4.820406e-04 2.855332e-04 2.423307e-04
[9,] -2.133379e-05 3.278734e-04 2.707952e-04 1.313836e-04 2.142104e-04
[10,] -9.946754e-05 2.338325e-04 2.116042e-04 9.896634e-05 1.051367e-04
[11,] 1.423004e-04 8.231956e-04 7.721936e-04 1.457938e-04 1.480426e-04
[12,] 1.141367e-04 1.176962e-03 1.107022e-03 1.964991e-04 1.626770e-04
[13,] -2.057205e-04 3.173046e-04 4.322391e-04 -2.583065e-05 -3.336231e-05
[14,] 1.335412e-04 3.248728e-04 2.453541e-04 5.504730e-05 -2.172860e-05
[15,] 6.313731e-04 8.781090e-05 4.097487e-05 1.151525e-03 6.354989e-04
[16,] 2.724419e-05 1.481157e-04 2.110144e-04 1.166517e-04 1.030805e-04
[17,] 4.404235e-04 3.226959e-04 1.511407e-04 3.975220e-04 3.155206e-04
[18,] 5.297773e-04 2.969387e-05 -1.270899e-04 2.853404e-04 2.116375e-04
[19,] 5.053337e-04 3.801391e-04 2.329103e-04 2.430964e-04 1.963554e-04
[20,] 3.579973e-04 2.542661e-04 1.811093e-04 4.386392e-04 2.939252e-04
[21,] 3.026794e-04 6.564901e-04 2.109208e-04 1.234946e-04 6.265306e-05
[22,] 2.848727e-04 1.918456e-04 5.923579e-04 9.267926e-05 1.148145e-04
[23,] 2.259319e-04 2.046238e-05 1.647235e-05 1.252333e-04 3.066150e-06
[24,] 3.838401e-04 6.722969e-06 1.270923e-05 2.211614e-04 1.713933e-04
[25,] 4.831282e-04 2.646992e-04 4.863267e-05 3.233059e-04 2.713282e-04
[26,] -1.336608e-04 1.397123e-03 1.407677e-03 4.797161e-05 3.496675e-05
[27,] 1.778969e-04 2.591073e-04 3.535995e-04 1.057634e-04 -8.680711e-05
[28,] -2.013372e-05 5.312879e-04 4.138018e-04 1.307133e-04 9.507576e-06
[29,] 1.699821e-05 8.017128e-04 8.845388e-04 1.014870e-04 1.314458e-04
[30,] -6.859287e-05 1.659579e-04 2.352214e-04 -7.744179e-06 8.346879e-06
[31,] 2.425751e-04 4.549706e-04 5.699541e-04 5.584413e-05 7.446109e-05
[32,] -2.203304e-05 1.613066e-04 1.301332e-04 4.137389e-05 9.296271e-05
[33,] 1.011415e-05 1.331993e-04 8.159085e-05 3.776080e-05 -5.119518e-06
[34,] -4.348205e-05 5.792099e-04 6.212326e-04 2.411617e-06 2.897146e-05
[35,] -4.009642e-05 8.725951e-04 8.777970e-04 2.728132e-05 3.591305e-05
[36,] -1.282286e-04 1.760128e-04 2.908887e-04 -2.585185e-05 -3.772987e-05
[37,] 1.169290e-03 1.456829e-05 8.551113e-05 6.095637e-04 5.058242e-04
[38,] 2.888227e-04 1.025678e-03 9.088548e-04 4.210214e-04 2.401113e-04
[39,] 6.613515e-04 3.057619e-04 2.715578e-04 7.660527e-04 7.652694e-04
[40,] 3.740946e-04 1.321698e-03 1.261003e-03 4.246956e-04 4.382142e-04
[41,] 2.069302e-03 1.913004e-04 2.876896e-04 4.557181e-04 5.736487e-04
[42,] 1.913004e-04 2.323469e-03 1.539007e-03 3.190637e-04 9.682237e-05
[43,] 2.876896e-04 1.539007e-03 2.575572e-03 3.662211e-04 2.599461e-04
[44,] 4.557181e-04 3.190637e-04 3.662211e-04 1.584651e-03 7.183495e-04
[45,] 5.736487e-04 9.682237e-05 2.599461e-04 7.183495e-04 1.095457e-03
[46,] 2.628962e-04 1.227390e-03 1.077521e-03 2.958867e-04 3.121253e-04
[47,] 2.826831e-04 3.602530e-04 2.963485e-04 4.591771e-04 3.630363e-04
[48,] 5.449631e-04 1.452979e-04 1.801493e-04 3.061978e-04 2.360418e-04
[49,] 4.836420e-04 5.903662e-04 4.519218e-04 3.113711e-04 1.274760e-04
[50,] 3.339671e-04 -4.831821e-05 3.836652e-06 1.292073e-04 1.053015e-04
[51,] 1.009883e-04 7.269741e-04 4.155507e-04 2.449278e-04 9.310432e-05
[52,] 1.829644e-04 3.663435e-04 6.781418e-04 1.985204e-04 1.462688e-04
[53,] 3.818841e-04 1.747565e-04 1.895253e-04 3.075222e-04 1.287099e-04
[54,] 5.349169e-04 2.293544e-05 1.468615e-04 1.767506e-04 2.507401e-04
[55,] 4.528098e-04 4.331159e-04 2.899211e-04 3.073251e-04 2.018066e-04
[56,] 2.301335e-04 3.726205e-04 3.563793e-04 2.485200e-04 1.243753e-04
[57,] 1.421148e-04 2.999585e-04 4.016872e-04 1.217101e-04 4.215627e-05
[58,] 4.015083e-04 3.616884e-04 2.919718e-04 4.749275e-04 2.995352e-04
[59,] 8.965653e-05 6.096805e-04 4.187664e-04 1.866314e-05 -1.225366e-04
[60,] 6.539919e-05 3.293756e-04 7.091494e-04 -5.986397e-05 -1.977350e-05
[61,] 4.447584e-04 5.330928e-04 4.408670e-04 3.729247e-04 2.471724e-04
[62,] 3.766637e-04 4.813906e-04 5.382719e-04 3.147093e-04 3.866667e-04
[63,] 1.018220e-04 2.860822e-04 2.008168e-04 1.707719e-04 5.290510e-05
[64,] 1.539919e-04 7.477999e-04 7.318083e-04 1.919700e-04 7.714239e-05
[65,] 8.745371e-04 1.668645e-04 2.660743e-04 3.711308e-04 3.259419e-04
[66,] 4.078257e-05 1.158608e-03 7.385373e-04 1.001082e-04 1.422133e-05
[67,] 1.905645e-04 7.334685e-04 1.528709e-03 3.730253e-05 9.629103e-06
[68,] 3.304571e-04 1.521419e-04 8.963833e-05 5.130346e-04 2.258234e-04
[69,] 3.037242e-04 8.359521e-05 9.785789e-05 2.086832e-04 3.412301e-04
[70,] 3.055709e-04 5.686868e-04 5.377069e-04 2.398083e-04 3.184814e-04
[71,] 3.390792e-04 8.046287e-04 6.583387e-04 3.034308e-04 2.570802e-04
[72,] 2.843268e-04 2.749810e-04 2.476447e-04 8.108008e-05 1.027298e-05
[73,] 1.638244e-04 2.479826e-04 6.344659e-04 7.981143e-05 8.252608e-06
[74,] 2.138461e-04 7.121269e-04 6.776794e-04 2.178068e-04 1.673677e-04
[75,] 2.804238e-04 9.283235e-04 8.558239e-04 2.056002e-04 2.727346e-04
[76,] 1.255768e-04 1.481303e-04 2.275153e-04 1.152910e-04 8.905344e-05
[77,] 2.896213e-04 8.787281e-04 6.384882e-04 3.106570e-04 1.279680e-04
[78,] 3.511060e-04 6.361865e-04 1.152003e-03 2.447265e-04 2.218573e-04
[79,] 7.818722e-04 3.672779e-04 2.973264e-04 6.107260e-04 3.483552e-04
[80,] 1.064776e-03 2.201670e-04 3.662340e-04 3.366808e-04 4.162964e-04
[81,] 5.634343e-04 6.113450e-04 3.874651e-04 2.886784e-04 2.811385e-04
[82,] 4.149690e-05 2.187374e-04 3.237821e-04 -2.628466e-05 6.835278e-05
[83,] 2.570549e-04 1.059123e-03 6.506418e-04 7.830665e-05 4.567209e-05
[84,] 2.101395e-04 1.485873e-03 1.071500e-03 1.335945e-04 2.045315e-04
[85,] 1.791121e-04 3.875778e-04 3.581116e-04 1.338059e-05 -2.643336e-05
[86,] 1.807359e-04 5.907224e-04 1.066626e-03 -2.011577e-05 7.753816e-05
[87,] 2.724360e-04 1.047586e-03 1.891917e-03 8.485508e-05 7.795931e-05
[88,] -6.210108e-05 3.713421e-04 6.745963e-04 -4.472159e-05 3.515667e-05
[89,] 2.100049e-04 1.039656e-04 1.142515e-04 5.114014e-04 3.203275e-04
[90,] 2.239610e-04 5.719711e-04 4.556389e-04 3.046093e-04 2.338855e-04
[91,] 3.111628e-04 7.318943e-04 6.099982e-04 2.270404e-04 4.519132e-04
[,46] [,47] [,48] [,49] [,50]
[1,] 2.496438e-04 5.162332e-04 2.686081e-04 5.627835e-04 1.017129e-04
[2,] 6.629115e-05 -3.077021e-04 -1.773492e-04 -1.539524e-04 -4.104462e-05
[3,] 1.133468e-03 3.339470e-04 1.087970e-04 2.285180e-04 9.834629e-05
[4,] 1.877287e-04 1.143457e-03 3.553610e-04 1.348592e-03 1.807792e-04
[5,] 9.014975e-05 -1.196333e-04 8.517616e-05 3.714875e-04 2.407260e-05
[6,] 3.506026e-04 3.208695e-04 5.298733e-05 3.387152e-04 1.311898e-04
[7,] 1.578406e-04 1.719368e-04 -7.488060e-05 5.413386e-05 4.145494e-05
[8,] 2.343840e-04 6.723434e-04 2.951431e-04 6.742701e-04 1.688549e-04
[9,] 1.521825e-04 1.368972e-04 -2.772116e-05 1.355583e-04 -5.547263e-06
[10,] 2.309473e-04 3.264438e-05 7.727217e-07 1.735262e-04 1.053597e-04
[11,] 4.723493e-04 3.204598e-04 1.482037e-05 4.428872e-04 1.190691e-04
[12,] 6.416952e-04 3.363434e-04 9.509445e-05 3.462299e-04 -7.397069e-06
[13,] 6.282235e-05 2.870356e-05 -1.273937e-04 6.396238e-05 2.647493e-05
[14,] 2.526807e-04 8.363679e-05 7.654873e-05 3.963728e-04 4.707860e-05
[15,] -3.399836e-05 5.715944e-04 4.848910e-04 5.632036e-04 1.304570e-04
[16,] 2.286212e-04 2.113706e-04 4.089064e-04 2.072351e-04 3.282199e-04
[17,] 3.250691e-04 1.119695e-03 4.112478e-04 5.910809e-04 3.446780e-04
[18,] 1.941964e-04 3.753357e-04 7.576294e-04 3.484291e-04 2.764868e-04
[19,] 4.745615e-04 5.307179e-04 2.798859e-04 1.089884e-03 2.453569e-04
[20,] 3.139645e-04 3.742964e-04 3.694439e-04 3.307130e-04 6.001385e-04
[21,] 2.034534e-04 6.195738e-04 2.154578e-04 6.084068e-04 1.169219e-04
[22,] 7.978946e-06 5.566657e-04 2.216830e-04 5.505594e-04 7.879896e-05
[23,] 7.643792e-05 1.480643e-04 2.548367e-04 2.720810e-04 1.110339e-04
[24,] 3.628455e-05 1.933175e-04 2.827819e-04 2.797281e-04 2.354823e-04
[25,] 6.960356e-04 5.847201e-04 3.653682e-04 6.742465e-04 2.624458e-04
[26,] 1.200301e-03 4.715017e-05 -3.977340e-05 1.081851e-05 -6.463088e-05
[27,] 1.275172e-04 4.472844e-04 2.013709e-04 9.090458e-04 8.624710e-05
[28,] 1.210309e-04 -3.503772e-04 -7.203922e-05 1.549542e-04 -7.584368e-05
[29,] 2.462733e-04 -1.882064e-05 -1.625064e-04 1.948827e-04 -1.436469e-04
[30,] -1.034419e-04 -3.382654e-05 -1.892352e-04 -2.890665e-04 -1.337330e-04
[31,] 3.386323e-04 1.557329e-04 -8.024931e-06 3.994728e-04 -2.267757e-04
[32,] 4.783264e-05 -7.362181e-05 -1.411939e-04 -3.382743e-05 -7.456143e-05
[33,] 1.330935e-04 -1.559015e-04 -2.428599e-06 4.240320e-05 4.774838e-05
[34,] 4.413613e-04 4.572966e-05 -1.326384e-04 2.962338e-04 5.086545e-05
[35,] 5.841113e-04 -1.248023e-04 -4.903878e-05 1.601256e-04 -1.645178e-04
[36,] -6.333893e-05 -1.526085e-04 -3.114693e-04 -2.818947e-04 -1.248990e-04
[37,] -2.036823e-05 6.642279e-04 8.792980e-04 6.173723e-04 6.316330e-04
[38,] 1.006664e-03 6.166080e-04 3.463284e-04 4.380615e-04 4.780513e-05
[39,] 4.606503e-04 3.695424e-04 3.867651e-04 3.241816e-04 2.183373e-04
[40,] 1.557230e-03 3.636980e-04 1.744942e-04 8.565714e-04 2.010962e-04
[41,] 2.628962e-04 2.826831e-04 5.449631e-04 4.836420e-04 3.339671e-04
[42,] 1.227390e-03 3.602530e-04 1.452979e-04 5.903662e-04 -4.831821e-05
[43,] 1.077521e-03 2.963485e-04 1.801493e-04 4.519218e-04 3.836652e-06
[44,] 2.958867e-04 4.591771e-04 3.061978e-04 3.113711e-04 1.292073e-04
[45,] 3.121253e-04 3.630363e-04 2.360418e-04 1.274760e-04 1.053015e-04
[46,] 2.247904e-03 3.122872e-04 1.764215e-04 4.586713e-04 1.121615e-04
[47,] 3.122872e-04 2.215281e-03 6.708219e-04 1.237908e-03 3.925223e-04
[48,] 1.764215e-04 6.708219e-04 1.638270e-03 5.909599e-04 4.761083e-04
[49,] 4.586713e-04 1.237908e-03 5.909599e-04 2.399909e-03 3.862570e-04
[50,] 1.121615e-04 3.925223e-04 4.761083e-04 3.862570e-04 1.412085e-03
[51,] 3.907294e-04 1.271633e-03 6.076647e-04 1.406239e-03 3.030717e-04
[52,] 2.224395e-04 8.915631e-04 4.000969e-04 1.058413e-03 5.295349e-05
[53,] 1.547917e-04 4.587919e-04 8.155179e-04 4.369312e-04 2.918993e-04
[54,] -4.197159e-05 5.172546e-04 9.520111e-04 6.343562e-04 5.221017e-04
[55,] 6.935217e-04 1.113815e-03 5.424608e-04 1.529928e-03 3.435908e-04
[56,] 5.720228e-04 4.858884e-04 4.061957e-04 2.923272e-04 2.393338e-04
[57,] 2.872019e-04 -1.927166e-04 -6.487416e-05 4.301521e-04 2.261268e-05
[58,] 3.908689e-04 1.241421e-03 5.113184e-04 7.288326e-04 3.495053e-04
[59,] 1.642348e-04 -9.657847e-05 8.325845e-05 2.010448e-04 3.459939e-05
[60,] 5.388097e-05 1.024847e-06 -4.487626e-05 2.582067e-04 1.974655e-05
[61,] 5.862419e-04 6.510465e-04 3.637585e-04 4.636905e-04 2.871029e-04
[62,] 6.021355e-04 6.722086e-04 2.086793e-04 3.422815e-04 1.839614e-04
[63,] 5.203323e-04 -4.845740e-06 1.631825e-04 3.915966e-04 5.641913e-05
[64,] 7.284253e-04 1.588148e-04 -6.517685e-05 8.828769e-04 6.670554e-05
[65,] 3.830759e-04 4.638403e-04 8.933070e-04 4.053883e-04 3.351606e-04
[66,] 5.174614e-04 3.379626e-04 7.039879e-05 4.824319e-04 1.248722e-04
[67,] 5.096648e-04 1.234240e-04 2.203720e-04 3.665160e-04 9.507239e-05
[68,] 1.556920e-04 2.597944e-04 3.189966e-04 1.850225e-05 1.774220e-04
[69,] 2.483693e-04 1.280904e-04 3.520174e-04 1.258186e-04 2.307829e-04
[70,] 1.074672e-03 3.414762e-04 9.514632e-05 5.121123e-04 -3.048243e-05
[71,] 7.196603e-04 6.538519e-04 2.673070e-04 1.351354e-03 -1.933707e-04
[72,] 7.511423e-05 -4.958603e-05 -1.389863e-05 1.438556e-04 2.847841e-04
[73,] 1.422021e-04 8.559034e-05 -2.620907e-06 2.143553e-04 2.894227e-04
[74,] 7.628782e-04 3.488750e-04 -8.529932e-05 9.645383e-04 1.019294e-04
[75,] 9.874176e-04 2.400826e-04 3.191563e-05 9.750342e-04 1.533832e-04
[76,] 1.984099e-04 1.106596e-04 -1.309609e-05 1.112958e-04 8.654266e-05
[77,] 5.829240e-04 6.342313e-04 3.588036e-04 1.013916e-03 2.142695e-04
[78,] 3.736658e-04 5.326691e-04 3.215929e-04 8.973623e-04 1.271934e-04
[79,] 2.583381e-04 4.464254e-04 5.709602e-04 3.521132e-04 2.905545e-04
[80,] 3.190932e-04 3.806579e-04 6.569933e-04 4.565502e-04 3.601311e-04
[81,] 1.023421e-03 4.884524e-04 1.713631e-04 8.643036e-04 -1.226611e-04
[82,] 1.428655e-04 1.351876e-04 -4.126443e-05 -1.376644e-05 3.363721e-05
[83,] 5.131382e-04 4.645872e-04 1.298642e-05 6.181598e-04 1.722508e-04
[84,] 7.267234e-04 3.542354e-04 -4.861604e-05 5.598371e-04 6.438177e-05
[85,] 1.840161e-04 -4.453743e-05 6.632736e-05 1.077874e-04 7.378879e-05
[86,] 3.633299e-04 1.899166e-04 8.741217e-05 3.303885e-04 2.149729e-04
[87,] 5.726758e-04 2.450604e-04 7.919810e-05 5.687386e-04 1.081273e-04
[88,] 1.490990e-04 8.600386e-05 -1.392898e-05 2.112492e-04 1.960649e-04
[89,] 1.266368e-04 1.325293e-04 8.104277e-05 3.123350e-05 1.796005e-04
[90,] 1.036658e-03 5.188465e-04 5.567749e-05 5.502579e-04 1.773217e-04
[91,] 1.482591e-03 4.187717e-04 1.565582e-04 4.468531e-04 9.067997e-05
[,51] [,52] [,53] [,54] [,55]
[1,] 5.826099e-04 6.603283e-04 3.834807e-04 3.763377e-04 4.500508e-04
[2,] -1.216401e-04 -1.604907e-04 -5.440377e-05 -1.991902e-04 -1.925890e-04
[3,] 3.796085e-04 3.766725e-04 5.268493e-05 -7.556787e-05 1.529525e-04
[4,] 1.171845e-03 1.138396e-03 4.424806e-04 5.514414e-04 1.127649e-03
[5,] 3.023066e-04 1.936556e-04 3.230096e-05 5.227489e-05 1.785393e-04
[6,] 3.895218e-04 3.573339e-04 8.495001e-05 1.340375e-04 2.170470e-04
[7,] 1.184954e-04 1.726939e-04 -3.953305e-05 -9.695942e-05 3.275639e-05
[8,] 6.250941e-04 6.588833e-04 3.104284e-04 2.082157e-04 5.674202e-04
[9,] 8.114014e-05 2.052258e-04 -1.636742e-06 2.884206e-05 9.049763e-05
[10,] 1.888825e-04 -1.861462e-05 -1.697123e-04 -7.135432e-06 2.841912e-04
[11,] 4.395244e-04 2.449497e-04 2.645050e-05 1.620661e-04 2.905789e-04
[12,] 4.722943e-04 4.176278e-04 1.224855e-04 -6.139460e-05 2.215228e-04
[13,] 9.752983e-05 2.449861e-04 -8.397161e-05 -1.494147e-04 -1.055407e-05
[14,] 3.898085e-04 4.387653e-04 1.130279e-04 1.581046e-04 2.901715e-04
[15,] 3.417459e-04 3.483783e-04 3.022050e-04 4.406155e-04 5.034108e-04
[16,] 2.782611e-04 -3.454677e-06 6.120800e-04 4.664556e-04 3.034743e-05
[17,] 6.812378e-04 5.617996e-04 2.840184e-04 1.923233e-04 5.918349e-04
[18,] 2.495373e-04 1.826347e-04 3.822614e-04 3.028667e-04 3.818460e-04
[19,] 5.999607e-04 5.169170e-04 2.709401e-04 2.043417e-04 6.608309e-04
[20,] 1.594486e-04 5.893657e-05 4.062380e-04 3.416939e-04 2.630253e-04
[21,] 1.113067e-03 6.405134e-04 2.512999e-04 9.516638e-05 3.903039e-04
[22,] 6.715358e-04 1.188742e-03 3.692589e-04 2.566463e-04 3.945675e-04
[23,] 2.476854e-04 2.971968e-04 5.161931e-04 2.205691e-04 2.934282e-04
[24,] 1.266594e-04 2.319913e-04 3.047019e-04 6.623985e-04 2.114188e-04
[25,] 4.007386e-04 3.851319e-04 3.569367e-04 2.045968e-04 9.968852e-04
[26,] 2.099444e-04 2.932612e-04 -2.009852e-05 -2.624854e-04 4.635630e-05
[27,] 7.769913e-04 7.767212e-04 2.556612e-04 3.218421e-04 7.955894e-04
[28,] 1.129541e-04 -2.113004e-05 -4.803981e-05 -1.952998e-04 6.031762e-06
[29,] 2.065568e-04 2.866021e-04 -7.091522e-05 -1.804580e-05 2.199737e-05
[30,] -7.506035e-05 -3.204315e-05 -6.387259e-05 -2.050638e-04 -2.926960e-04
[31,] 4.094410e-04 4.861978e-04 1.712569e-04 8.480931e-06 3.351702e-04
[32,] -2.523480e-04 -1.219055e-04 2.776678e-05 -7.263730e-05 -1.485546e-04
[33,] -6.916955e-05 -3.410655e-04 -9.199726e-05 1.193994e-05 1.686115e-05
[34,] 3.353442e-04 2.063624e-04 -1.836687e-04 -4.227854e-06 1.609552e-04
[35,] 2.502547e-04 3.177395e-04 -4.665319e-05 -2.640026e-04 5.570416e-05
[36,] -2.039543e-04 -6.677297e-05 -1.186163e-04 -2.660902e-04 -3.358608e-04
[37,] 4.981741e-04 3.207645e-04 7.142048e-04 1.068549e-03 6.485262e-04
[38,] 4.284744e-04 2.848360e-04 4.199508e-04 3.171827e-04 4.007490e-04
[39,] 1.908452e-04 1.423665e-04 2.929320e-04 3.329102e-04 3.737476e-04
[40,] 5.747545e-04 3.888974e-04 1.921393e-04 1.327145e-05 4.724074e-04
[41,] 1.009883e-04 1.829644e-04 3.818841e-04 5.349169e-04 4.528098e-04
[42,] 7.269741e-04 3.663435e-04 1.747565e-04 2.293544e-05 4.331159e-04
[43,] 4.155507e-04 6.781418e-04 1.895253e-04 1.468615e-04 2.899211e-04
[44,] 2.449278e-04 1.985204e-04 3.075222e-04 1.767506e-04 3.073251e-04
[45,] 9.310432e-05 1.462688e-04 1.287099e-04 2.507401e-04 2.018066e-04
[46,] 3.907294e-04 2.224395e-04 1.547917e-04 -4.197159e-05 6.935217e-04
[47,] 1.271633e-03 8.915631e-04 4.587919e-04 5.172546e-04 1.113815e-03
[48,] 6.076647e-04 4.000969e-04 8.155179e-04 9.520111e-04 5.424608e-04
[49,] 1.406239e-03 1.058413e-03 4.369312e-04 6.343562e-04 1.529928e-03
[50,] 3.030717e-04 5.295349e-05 2.918993e-04 5.221017e-04 3.435908e-04
[51,] 2.158455e-03 1.150897e-03 4.653056e-04 4.321116e-04 1.086509e-03
[52,] 1.150897e-03 2.254137e-03 3.755452e-04 4.121972e-04 8.865521e-04
[53,] 4.653056e-04 3.755452e-04 1.601433e-03 7.607755e-04 3.528023e-04
[54,] 4.321116e-04 4.121972e-04 7.607755e-04 1.728808e-03 4.970207e-04
[55,] 1.086509e-03 8.865521e-04 3.528023e-04 4.970207e-04 2.265080e-03
[56,] 4.460711e-04 1.484150e-04 2.952592e-04 1.038246e-04 3.938053e-04
[57,] 1.351576e-04 2.022042e-04 2.626308e-05 -3.738533e-05 3.117368e-04
[58,] 6.242592e-04 4.626017e-04 4.276465e-04 3.564629e-04 5.467616e-04
[59,] 4.683007e-04 3.112141e-04 1.389289e-04 1.983447e-05 1.201483e-04
[60,] 3.324258e-04 4.247705e-04 -9.310390e-06 -1.998881e-05 1.904411e-04
[61,] 5.687491e-04 2.823263e-04 3.375884e-04 1.504590e-04 5.801240e-04
[62,] 4.343271e-04 2.501447e-04 1.583766e-04 2.000966e-04 4.903959e-04
[63,] 1.441505e-04 1.441675e-04 2.205291e-04 9.706917e-05 4.164499e-04
[64,] 4.321415e-04 2.791994e-04 -1.039125e-04 3.859932e-06 4.630205e-04
[65,] 3.308209e-04 2.714707e-04 4.722255e-04 6.352700e-04 3.040457e-04
[66,] 8.182944e-04 3.422184e-04 2.297223e-06 -1.329982e-04 4.248627e-04
[67,] 3.901182e-04 7.110744e-04 1.444030e-04 1.062079e-05 2.193122e-04
[68,] 6.938273e-05 1.438681e-04 3.426430e-04 8.507645e-05 8.954553e-05
[69,] -1.722635e-05 8.093444e-05 3.587954e-05 3.314236e-04 2.088832e-04
[70,] 4.085521e-04 1.632747e-04 3.162064e-05 1.224073e-04 7.113195e-04
[71,] 9.501806e-04 7.806159e-04 2.510795e-04 3.318158e-04 8.447694e-04
[72,] 4.295863e-06 -7.041294e-05 4.986662e-05 -4.935806e-06 8.389221e-05
[73,] -2.420189e-05 9.832302e-05 -4.342460e-05 1.210000e-04 2.012915e-04
[74,] 5.934319e-04 3.257013e-04 4.533119e-05 -3.514976e-05 5.243221e-04
[75,] 5.509950e-04 4.897992e-04 -6.174392e-05 8.970044e-06 4.472903e-04
[76,] 5.073051e-05 8.437294e-05 -8.066277e-06 -1.143209e-04 -1.669046e-05
[77,] 1.239141e-03 6.329653e-04 2.772579e-04 1.680587e-04 6.104191e-04
[78,] 6.846144e-04 1.186258e-03 4.401760e-04 2.871886e-04 7.095497e-04
[79,] 3.135179e-04 4.186572e-04 9.107817e-04 5.868172e-04 3.977551e-04
[80,] 2.108939e-04 3.284448e-04 5.128423e-04 8.315401e-04 4.350548e-04
[81,] 5.467722e-04 6.138355e-04 3.096437e-04 2.420200e-04 1.186967e-03
[82,] 1.586552e-04 1.131450e-04 4.008429e-05 8.729411e-05 7.999257e-05
[83,] 8.944536e-04 4.436623e-04 1.422846e-04 -1.122175e-04 5.402930e-04
[84,] 8.457711e-04 5.038854e-04 -9.559775e-05 1.686404e-05 5.141995e-04
[85,] -6.437033e-05 -3.868576e-07 1.196350e-04 5.720184e-05 8.234183e-05
[86,] 4.320528e-04 7.868502e-04 1.123444e-04 8.782200e-06 2.468239e-04
[87,] 5.472786e-04 8.283976e-04 2.109042e-05 4.598597e-05 4.249628e-04
[88,] 4.580620e-05 1.084406e-05 -3.990401e-05 9.536745e-05 1.948961e-04
[89,] -4.367419e-05 6.372826e-05 2.713080e-04 3.432581e-04 1.044414e-04
[90,] 5.161892e-04 2.427065e-04 1.222138e-04 3.394664e-05 8.299097e-04
[91,] 5.069319e-04 3.520901e-04 1.027538e-05 -4.648232e-05 8.964609e-04
[,56] [,57] [,58] [,59] [,60]
[1,] 3.282473e-04 2.096189e-04 4.225693e-04 2.973053e-04 5.614288e-05
[2,] -9.166534e-05 1.370246e-04 -1.174585e-04 1.395707e-04 4.144024e-05
[3,] 5.897628e-04 3.034857e-04 3.133533e-04 5.007641e-04 3.508089e-04
[4,] 3.641356e-04 3.954278e-04 6.270530e-04 3.355178e-04 2.384237e-04
[5,] 1.232471e-04 8.228506e-04 -1.915143e-04 8.293709e-04 8.137073e-04
[6,] 7.873099e-04 3.283319e-04 2.179648e-04 2.181407e-04 1.981478e-04
[7,] 9.615214e-05 4.681540e-04 1.514600e-04 3.388724e-04 3.217256e-04
[8,] 3.384266e-04 3.829058e-04 9.198969e-04 3.535483e-04 2.426756e-04
[9,] -6.625455e-05 3.085023e-04 5.425926e-05 3.648660e-04 1.090130e-04
[10,] -5.461738e-05 2.401868e-04 -8.855674e-05 1.140969e-04 5.304653e-04
[11,] 4.240055e-04 2.419264e-04 2.867212e-04 2.577843e-04 1.068804e-04
[12,] 5.265243e-04 2.748425e-04 4.582116e-04 3.970990e-04 3.185129e-04
[13,] -1.973462e-05 2.803957e-04 -3.696440e-05 3.489007e-04 3.795883e-04
[14,] 8.129064e-05 2.267123e-04 7.012806e-05 1.363490e-04 -5.973542e-07
[15,] 1.718636e-04 1.044837e-04 5.265334e-04 2.338867e-05 -1.113856e-04
[16,] 1.644314e-04 -1.866188e-05 2.851219e-04 1.072802e-04 1.054907e-04
[17,] 8.145956e-04 1.042770e-04 9.869192e-04 1.961675e-04 1.392026e-04
[18,] 3.492550e-04 -1.289430e-05 2.346180e-04 1.583087e-05 -1.299219e-04
[19,] 4.100538e-04 3.835603e-04 4.560663e-04 8.399464e-05 7.294600e-05
[20,] 1.557600e-04 -6.052701e-06 4.811449e-04 -1.121997e-04 -1.370451e-04
[21,] 4.127688e-04 2.310931e-05 2.621751e-04 3.900178e-04 1.238088e-04
[22,] 1.892116e-04 8.177935e-05 1.993972e-04 1.726251e-04 3.425904e-04
[23,] 2.220061e-04 7.764263e-05 1.684361e-04 1.603231e-04 3.471273e-05
[24,] 1.637341e-04 1.190826e-04 1.809562e-04 1.029249e-04 -7.456119e-05
[25,] 4.251240e-04 2.808191e-04 3.613378e-04 7.107505e-05 2.627404e-05
[26,] 2.787750e-04 3.587091e-04 4.090535e-05 4.960629e-04 3.758765e-04
[27,] 1.080426e-04 3.341789e-04 2.027699e-04 2.703083e-04 1.587760e-04
[28,] 1.029100e-04 8.456847e-04 -2.363521e-04 8.222433e-04 8.492032e-04
[29,] 1.974472e-04 2.578954e-04 -1.168710e-04 2.046956e-04 1.938798e-04
[30,] -9.811279e-05 1.058809e-04 2.788407e-05 2.101908e-04 2.005457e-04
[31,] 8.438966e-06 4.093846e-04 1.604135e-04 3.662788e-04 3.241351e-04
[32,] -1.380852e-04 1.867356e-04 -1.376047e-05 3.210863e-06 -7.892562e-05
[33,] -1.153768e-04 1.212024e-04 -8.647280e-05 -5.547986e-05 1.296154e-04
[34,] 1.049914e-04 2.366967e-04 -2.126802e-05 1.271986e-04 7.535877e-05
[35,] 5.352317e-05 2.707706e-04 -4.564268e-06 3.189985e-04 2.094890e-04
[36,] -1.941463e-04 4.847524e-05 -1.815500e-04 2.123517e-04 2.278268e-04
[37,] 3.002144e-04 8.237595e-05 2.920273e-04 4.384489e-05 2.058773e-05
[38,] 1.006514e-03 4.211032e-04 7.396762e-04 2.382657e-04 1.209081e-04
[39,] 3.379313e-04 1.283283e-04 2.804403e-04 -1.415971e-04 -1.403599e-04
[40,] 5.280695e-04 4.656261e-04 4.237678e-04 2.545730e-04 2.266764e-04
[41,] 2.301335e-04 1.421148e-04 4.015083e-04 8.965653e-05 6.539919e-05
[42,] 3.726205e-04 2.999585e-04 3.616884e-04 6.096805e-04 3.293756e-04
[43,] 3.563793e-04 4.016872e-04 2.919718e-04 4.187664e-04 7.091494e-04
[44,] 2.485200e-04 1.217101e-04 4.749275e-04 1.866314e-05 -5.986397e-05
[45,] 1.243753e-04 4.215627e-05 2.995352e-04 -1.225366e-04 -1.977350e-05
[46,] 5.720228e-04 2.872019e-04 3.908689e-04 1.642348e-04 5.388097e-05
[47,] 4.858884e-04 -1.927166e-04 1.241421e-03 -9.657847e-05 1.024847e-06
[48,] 4.061957e-04 -6.487416e-05 5.113184e-04 8.325845e-05 -4.487626e-05
[49,] 2.923272e-04 4.301521e-04 7.288326e-04 2.010448e-04 2.582067e-04
[50,] 2.393338e-04 2.261268e-05 3.495053e-04 3.459939e-05 1.974655e-05
[51,] 4.460711e-04 1.351576e-04 6.242592e-04 4.683007e-04 3.324258e-04
[52,] 1.484150e-04 2.022042e-04 4.626017e-04 3.112141e-04 4.247705e-04
[53,] 2.952592e-04 2.626308e-05 4.276465e-04 1.389289e-04 -9.310390e-06
[54,] 1.038246e-04 -3.738533e-05 3.564629e-04 1.983447e-05 -1.998881e-05
[55,] 3.938053e-04 3.117368e-04 5.467616e-04 1.201483e-04 1.904411e-04
[56,] 1.917653e-03 3.323111e-04 6.309955e-04 3.876777e-04 2.272965e-04
[57,] 3.323111e-04 1.552705e-03 2.285596e-05 7.503131e-04 6.928588e-04
[58,] 6.309955e-04 2.285596e-05 2.101077e-03 2.053799e-06 -8.204012e-05
[59,] 3.876777e-04 7.503131e-04 2.053799e-06 1.589336e-03 8.930087e-04
[60,] 2.272965e-04 6.928588e-04 -8.204012e-05 8.930087e-04 1.867909e-03
[61,] 1.002737e-03 2.759667e-04 5.114422e-04 3.625974e-04 2.829222e-04
[62,] 1.188967e-03 4.288780e-04 8.177815e-04 2.114785e-04 1.519972e-04
[63,] 3.179079e-04 8.604778e-04 1.493228e-04 4.930575e-04 3.592243e-04
[64,] 7.721186e-04 5.750289e-04 1.323774e-04 1.950189e-04 1.152914e-04
[65,] 4.481298e-04 -4.494297e-05 6.011939e-04 5.486670e-05 -8.736890e-05
[66,] 9.554551e-04 1.832958e-04 2.502770e-04 5.777760e-04 3.242715e-04
[67,] 8.873565e-04 1.941691e-04 2.349692e-05 3.866792e-04 6.015052e-04
[68,] 4.200786e-04 -7.802474e-05 6.820047e-05 7.331512e-06 -8.199325e-05
[69,] 2.805912e-04 8.406555e-05 1.307629e-04 -2.821955e-05 -1.866721e-04
[70,] 7.615531e-04 2.400777e-04 2.253165e-04 -7.850448e-05 -2.199557e-05
[71,] 1.942028e-04 4.419157e-04 7.973345e-04 3.190150e-04 2.746211e-04
[72,] 6.221627e-05 4.085177e-04 1.530706e-04 4.861942e-04 2.032543e-04
[73,] 4.928215e-05 3.801083e-04 1.266654e-04 2.342123e-04 6.915337e-04
[74,] 3.919571e-04 3.300484e-04 1.605683e-04 1.875379e-04 1.461369e-04
[75,] 5.110915e-04 4.457701e-04 3.819733e-04 3.204316e-04 1.623339e-04
[76,] 5.706375e-05 3.522066e-04 1.110396e-04 1.303340e-04 8.959822e-05
[77,] 3.684892e-04 3.262226e-04 8.621256e-04 5.501484e-04 3.605904e-04
[78,] 1.341910e-04 4.015778e-04 7.036612e-04 4.189218e-04 7.751141e-04
[79,] 2.145514e-04 -2.164066e-05 4.853777e-04 9.403328e-05 1.039966e-05
[80,] 1.869667e-04 1.117449e-04 5.392257e-04 1.337971e-04 3.698396e-05
[81,] 2.505692e-04 3.099005e-04 7.842389e-04 2.102439e-04 1.543262e-04
[82,] 1.413985e-04 9.995056e-05 8.334341e-05 3.974028e-04 5.274966e-04
[83,] 4.752224e-04 1.228955e-04 2.628423e-04 3.106084e-04 1.313268e-04
[84,] 5.276905e-04 3.924503e-04 4.049571e-04 5.763368e-04 3.881033e-04
[85,] -1.119101e-04 2.659919e-04 1.033282e-04 3.289984e-04 1.601106e-04
[86,] 3.032113e-04 1.134662e-04 1.099404e-04 1.666562e-04 3.198210e-04
[87,] 2.900979e-04 3.092622e-04 1.980149e-04 4.309239e-04 6.340783e-04
[88,] 4.851721e-05 2.610918e-04 2.904029e-05 2.200481e-04 7.613368e-04
[89,] 1.616455e-04 7.571557e-05 1.589443e-04 -7.481281e-06 -5.473477e-05
[90,] 3.877097e-04 1.873570e-04 2.346815e-04 1.656669e-05 3.098868e-05
[91,] 5.780837e-04 3.348009e-04 4.385803e-04 1.257423e-04 4.176451e-05
[,61] [,62] [,63] [,64] [,65]
[1,] 4.578122e-04 3.703761e-04 2.159809e-04 3.927272e-04 2.736992e-04
[2,] -3.688540e-05 -8.945349e-05 1.065186e-04 3.091324e-05 -1.559309e-04
[3,] 7.242965e-04 7.075276e-04 2.532768e-04 6.009505e-04 6.225207e-05
[4,] 4.236678e-04 4.110976e-04 2.393660e-04 3.275164e-04 2.659073e-04
[5,] 2.216164e-04 2.115934e-04 6.932608e-04 2.235335e-04 -5.897097e-06
[6,] 5.207248e-04 5.548686e-04 1.990748e-04 1.044349e-03 1.264120e-06
[7,] 1.903031e-04 1.258785e-04 3.275542e-04 1.322764e-04 -1.132724e-04
[8,] 4.648308e-04 6.074667e-04 2.338496e-04 2.652025e-04 4.041462e-04
[9,] 1.532005e-04 1.932428e-04 3.227576e-04 2.269856e-04 -1.161885e-04
[10,] 2.982326e-05 1.283901e-04 3.272020e-04 1.758308e-04 -8.940085e-05
[11,] 9.448108e-04 4.984559e-04 1.663279e-04 5.667517e-04 2.314783e-05
[12,] 5.387831e-04 8.903271e-04 2.523277e-04 5.098512e-04 6.793039e-05
[13,] 7.372631e-05 8.291508e-05 5.283547e-04 8.740936e-05 -3.070003e-04
[14,] 3.745784e-05 1.530548e-05 1.833964e-04 3.370508e-04 2.210559e-04
[15,] 4.211735e-04 3.913382e-04 8.145841e-05 1.779514e-04 5.615340e-04
[16,] 1.767654e-04 4.321130e-05 1.038088e-04 4.793710e-05 2.062509e-04
[17,] 1.089878e-03 9.376918e-04 8.346683e-05 3.451388e-04 2.300667e-04
[18,] 4.580356e-04 2.264486e-04 1.201282e-04 4.152191e-05 5.319594e-04
[19,] 6.931608e-04 5.153253e-04 2.711140e-04 8.345163e-04 2.473694e-04
[20,] 3.430186e-04 1.194264e-04 1.779971e-05 6.990500e-05 4.577893e-04
[21,] 6.978286e-04 5.084410e-04 2.766329e-05 4.112145e-04 1.566165e-04
[22,] 4.934063e-04 2.744867e-04 -4.482332e-06 3.485220e-04 1.805512e-04
[23,] 2.475653e-04 1.867690e-04 1.491051e-04 -3.619115e-05 1.855316e-04
[24,] 3.372308e-04 2.315967e-04 1.021105e-04 1.308126e-04 3.197038e-04
[25,] 6.642445e-04 5.263493e-04 4.198927e-04 5.283410e-04 2.998005e-04
[26,] 4.483235e-04 2.347767e-04 1.713268e-04 5.388786e-04 1.446129e-05
[27,] 1.843270e-04 1.795037e-05 1.715498e-04 2.654087e-04 8.842924e-05
[28,] 1.539441e-04 8.481567e-05 6.696172e-04 1.978493e-04 -6.261747e-05
[29,] 1.779725e-04 5.101480e-05 1.935119e-05 9.939335e-04 -9.396501e-05
[30,] 8.611920e-05 -1.240063e-05 4.552146e-05 3.569025e-05 -5.407679e-05
[31,] 1.199683e-04 1.266456e-04 8.798154e-05 4.025855e-04 2.756967e-04
[32,] -3.773561e-05 9.459609e-07 1.926017e-04 5.588817e-05 -1.829459e-04
[33,] -9.056410e-05 -7.621244e-05 1.761486e-04 5.048915e-05 -3.292043e-05
[34,] 4.209062e-04 1.625667e-04 1.227599e-04 5.312536e-04 -3.252771e-05
[35,] 2.088702e-04 2.208422e-04 1.488296e-04 5.182758e-04 -7.320194e-05
[36,] 1.532825e-05 -5.542439e-05 1.062812e-04 1.935550e-05 -2.083253e-04
[37,] 4.320869e-04 3.971859e-04 6.560785e-05 1.565726e-04 5.806718e-04
[38,] 9.507491e-04 1.272073e-03 4.220849e-04 5.217945e-04 3.629912e-04
[39,] 2.267730e-04 2.517992e-04 2.268244e-04 1.972041e-04 5.702923e-04
[40,] 6.259591e-04 5.728850e-04 3.193308e-04 1.243528e-03 2.821028e-04
[41,] 4.447584e-04 3.766637e-04 1.018220e-04 1.539919e-04 8.745371e-04
[42,] 5.330928e-04 4.813906e-04 2.860822e-04 7.477999e-04 1.668645e-04
[43,] 4.408670e-04 5.382719e-04 2.008168e-04 7.318083e-04 2.660743e-04
[44,] 3.729247e-04 3.147093e-04 1.707719e-04 1.919700e-04 3.711308e-04
[45,] 2.471724e-04 3.866667e-04 5.290510e-05 7.714239e-05 3.259419e-04
[46,] 5.862419e-04 6.021355e-04 5.203323e-04 7.284253e-04 3.830759e-04
[47,] 6.510465e-04 6.722086e-04 -4.845740e-06 1.588148e-04 4.638403e-04
[48,] 3.637585e-04 2.086793e-04 1.631825e-04 -6.517685e-05 8.933070e-04
[49,] 4.636905e-04 3.422815e-04 3.915966e-04 8.828769e-04 4.053883e-04
[50,] 2.871029e-04 1.839614e-04 5.641913e-05 6.670554e-05 3.351606e-04
[51,] 5.687491e-04 4.343271e-04 1.441505e-04 4.321415e-04 3.308209e-04
[52,] 2.823263e-04 2.501447e-04 1.441675e-04 2.791994e-04 2.714707e-04
[53,] 3.375884e-04 1.583766e-04 2.205291e-04 -1.039125e-04 4.722255e-04
[54,] 1.504590e-04 2.000966e-04 9.706917e-05 3.859932e-06 6.352700e-04
[55,] 5.801240e-04 4.903959e-04 4.164499e-04 4.630205e-04 3.040457e-04
[56,] 1.002737e-03 1.188967e-03 3.179079e-04 7.721186e-04 4.481298e-04
[57,] 2.759667e-04 4.288780e-04 8.604778e-04 5.750289e-04 -4.494297e-05
[58,] 5.114422e-04 8.177815e-04 1.493228e-04 1.323774e-04 6.011939e-04
[59,] 3.625974e-04 2.114785e-04 4.930575e-04 1.950189e-04 5.486670e-05
[60,] 2.829222e-04 1.519972e-04 3.592243e-04 1.152914e-04 -8.736890e-05
[61,] 1.864296e-03 1.096514e-03 3.137216e-04 4.195141e-04 1.528886e-04
[62,] 1.096514e-03 2.042879e-03 3.655954e-04 5.321742e-04 2.397616e-04
[63,] 3.137216e-04 3.655954e-04 1.594745e-03 2.126461e-04 8.398608e-05
[64,] 4.195141e-04 5.321742e-04 2.126461e-04 2.096096e-03 2.310728e-04
[65,] 1.528886e-04 2.397616e-04 8.398608e-05 2.310728e-04 1.815778e-03
[66,] 5.467905e-04 4.915979e-04 -2.867857e-05 1.139686e-03 3.657655e-05
[67,] 4.176858e-04 2.386903e-04 7.761098e-05 1.000350e-03 2.003457e-04
[68,] 4.448437e-04 1.975614e-04 -1.018064e-06 1.954400e-04 1.593929e-04
[69,] 1.872475e-04 4.032031e-04 1.303228e-04 1.854059e-04 4.435823e-04
[70,] 4.138049e-04 5.883827e-04 4.402052e-04 1.323672e-03 3.706576e-04
[71,] 2.857628e-04 4.555658e-04 2.479256e-04 9.807470e-04 4.684907e-04
[72,] 1.152935e-04 1.723216e-04 2.278487e-04 1.302207e-04 4.424050e-05
[73,] 1.451574e-04 1.133664e-04 1.881575e-04 1.387754e-04 -1.312423e-06
[74,] 1.073354e-03 5.754774e-04 1.919289e-04 1.113243e-03 -7.823434e-05
[75,] 6.151269e-04 8.782862e-04 3.533325e-04 1.334548e-03 1.378751e-04
[76,] 1.058440e-04 2.057245e-04 5.339055e-04 3.608895e-04 1.338122e-04
[77,] 3.691551e-04 4.786665e-04 2.547238e-04 5.149015e-04 5.473375e-04
[78,] 2.665800e-04 2.811425e-04 2.384456e-04 3.804896e-04 4.309449e-04
[79,] 4.797013e-04 3.017432e-04 7.738385e-05 -4.672202e-05 8.161650e-04
[80,] 3.046893e-04 3.740645e-04 1.652109e-04 7.586237e-05 1.098408e-03
[81,] 3.185741e-04 4.894201e-04 4.124761e-04 6.594096e-04 7.417915e-04
[82,] 9.761808e-05 1.598929e-04 5.290067e-05 7.409685e-05 3.424484e-05
[83,] 1.001623e-03 4.840176e-04 4.125593e-05 6.134549e-04 -6.348003e-05
[84,] 5.598884e-04 9.979267e-04 2.195429e-04 8.671923e-04 5.448074e-06
[85,] 3.354501e-06 4.452456e-05 6.777408e-04 9.464558e-05 -2.754879e-05
[86,] 8.393937e-04 3.751557e-04 8.820622e-05 4.500416e-04 -3.985342e-05
[87,] 4.954971e-04 8.512182e-04 1.495440e-04 8.046375e-04 8.409580e-05
[88,] 7.225446e-05 8.223529e-05 6.030693e-04 1.367438e-05 -1.935671e-04
[89,] 3.112669e-04 2.737952e-04 1.077436e-04 2.408385e-06 5.837058e-05
[90,] 8.899494e-04 5.841263e-04 3.463130e-04 7.533731e-04 8.358989e-05
[91,] 5.992598e-04 9.419532e-04 5.087419e-04 6.810668e-04 2.807021e-04
[,66] [,67] [,68] [,69] [,70]
[1,] 4.145575e-04 4.243077e-04 5.739569e-05 1.087919e-04 2.990100e-04
[2,] 9.274789e-05 -3.879917e-05 -2.081439e-06 -8.363185e-05 -1.070358e-05
[3,] 8.202686e-04 9.414010e-04 1.430015e-04 1.756905e-04 3.148289e-04
[4,] 3.890856e-04 3.886163e-04 1.221103e-04 1.515136e-04 2.271875e-04
[5,] 1.050143e-04 1.351608e-04 8.960287e-06 4.598911e-05 8.816004e-05
[6,] 1.249145e-03 1.199657e-03 2.935687e-04 1.517784e-04 1.004981e-03
[7,] 2.748883e-04 3.236846e-04 3.605831e-05 -5.908439e-05 8.425732e-05
[8,] 3.930427e-04 3.686262e-04 1.460396e-04 2.021830e-04 1.023468e-04
[9,] 1.509566e-04 3.475023e-05 1.888430e-04 1.265708e-04 3.206675e-04
[10,] 1.875768e-05 -3.503024e-06 -4.274896e-05 5.755952e-05 2.725050e-04
[11,] 7.844726e-04 5.679466e-04 1.837596e-05 -1.334938e-06 5.769796e-04
[12,] 9.073095e-04 8.628537e-04 1.019651e-05 4.496160e-05 4.180774e-04
[13,] 3.795170e-04 4.388622e-04 9.269825e-05 -6.395378e-05 2.091009e-05
[14,] 2.884158e-04 4.073142e-04 -7.602563e-05 1.127173e-04 2.592556e-04
[15,] -1.142100e-05 -1.236788e-04 2.657088e-04 2.539180e-04 2.183488e-04
[16,] 1.652584e-05 3.679824e-05 1.385843e-04 2.503942e-05 1.188137e-04
[17,] 3.745701e-04 2.117982e-04 3.816931e-04 2.135797e-04 3.612516e-04
[18,] 4.782612e-05 1.728878e-04 7.070134e-04 3.831389e-04 4.646864e-05
[19,] 4.326162e-04 4.097618e-04 1.423545e-04 1.558588e-04 5.059745e-04
[20,] 3.348856e-05 8.675703e-05 3.594403e-04 1.757285e-04 4.776733e-05
[21,] 7.963514e-04 4.423881e-04 2.221737e-04 7.424258e-05 2.123859e-04
[22,] 3.878132e-04 8.833298e-04 1.360573e-04 9.070047e-05 1.444557e-04
[23,] 7.485734e-05 9.283857e-05 1.705285e-04 1.111084e-04 4.141727e-05
[24,] -1.594416e-05 1.423865e-05 3.423557e-04 3.252324e-04 1.612865e-04
[25,] 2.497100e-04 1.978231e-04 2.360755e-04 2.587143e-04 7.947400e-04
[26,] 7.529322e-04 8.838734e-04 5.767886e-05 9.587367e-05 2.387115e-04
[27,] 2.557630e-04 3.754429e-04 3.822626e-05 1.064101e-04 1.161608e-04
[28,] 1.570810e-04 1.722247e-04 -3.727107e-05 -3.800555e-05 3.019499e-05
[29,] 9.304035e-04 9.835968e-04 1.406571e-04 3.727412e-05 8.663425e-04
[30,] 8.855559e-05 1.239684e-04 5.949110e-05 -6.030960e-05 -1.120194e-05
[31,] 2.392071e-04 4.176816e-04 7.318294e-05 6.865918e-05 2.266365e-04
[32,] -7.852219e-05 -1.111591e-04 1.684242e-04 9.640942e-05 9.101098e-05
[33,] -8.314733e-05 -3.708695e-05 -4.812804e-05 5.988001e-05 7.320740e-05
[34,] 5.730998e-04 4.463172e-04 -3.961877e-05 -2.203444e-05 5.272804e-04
[35,] 7.195887e-04 7.789939e-04 -6.782152e-05 2.455881e-05 3.389672e-04
[36,] 1.155751e-04 1.445056e-04 1.055156e-04 -1.042666e-04 4.148713e-05
[37,] 9.562264e-05 9.410327e-05 3.033842e-04 3.000955e-04 2.464962e-04
[38,] 3.130514e-04 2.958799e-04 2.432335e-04 1.787477e-04 6.220415e-04
[39,] 4.687944e-05 1.243444e-04 4.373767e-04 5.448684e-04 4.143157e-04
[40,] 7.501904e-04 7.132801e-04 2.160954e-04 1.185687e-04 7.777100e-04
[41,] 4.078257e-05 1.905645e-04 3.304571e-04 3.037242e-04 3.055709e-04
[42,] 1.158608e-03 7.334685e-04 1.521419e-04 8.359521e-05 5.686868e-04
[43,] 7.385373e-04 1.528709e-03 8.963833e-05 9.785789e-05 5.377069e-04
[44,] 1.001082e-04 3.730253e-05 5.130346e-04 2.086832e-04 2.398083e-04
[45,] 1.422133e-05 9.629103e-06 2.258234e-04 3.412301e-04 3.184814e-04
[46,] 5.174614e-04 5.096648e-04 1.556920e-04 2.483693e-04 1.074672e-03
[47,] 3.379626e-04 1.234240e-04 2.597944e-04 1.280904e-04 3.414762e-04
[48,] 7.039879e-05 2.203720e-04 3.189966e-04 3.520174e-04 9.514632e-05
[49,] 4.824319e-04 3.665160e-04 1.850225e-05 1.258186e-04 5.121123e-04
[50,] 1.248722e-04 9.507239e-05 1.774220e-04 2.307829e-04 -3.048243e-05
[51,] 8.182944e-04 3.901182e-04 6.938273e-05 -1.722635e-05 4.085521e-04
[52,] 3.422184e-04 7.110744e-04 1.438681e-04 8.093444e-05 1.632747e-04
[53,] 2.297223e-06 1.444030e-04 3.426430e-04 3.587954e-05 3.162064e-05
[54,] -1.329982e-04 1.062079e-05 8.507645e-05 3.314236e-04 1.224073e-04
[55,] 4.248627e-04 2.193122e-04 8.954553e-05 2.088832e-04 7.113195e-04
[56,] 9.554551e-04 8.873565e-04 4.200786e-04 2.805912e-04 7.615531e-04
[57,] 1.832958e-04 1.941691e-04 -7.802474e-05 8.406555e-05 2.400777e-04
[58,] 2.502770e-04 2.349692e-05 6.820047e-05 1.307629e-04 2.253165e-04
[59,] 5.777760e-04 3.866792e-04 7.331512e-06 -2.821955e-05 -7.850448e-05
[60,] 3.242715e-04 6.015052e-04 -8.199325e-05 -1.866721e-04 -2.199557e-05
[61,] 5.467905e-04 4.176858e-04 4.448437e-04 1.872475e-04 4.138049e-04
[62,] 4.915979e-04 2.386903e-04 1.975614e-04 4.032031e-04 5.883827e-04
[63,] -2.867857e-05 7.761098e-05 -1.018064e-06 1.303228e-04 4.402052e-04
[64,] 1.139686e-03 1.000350e-03 1.954400e-04 1.854059e-04 1.323672e-03
[65,] 3.657655e-05 2.003457e-04 1.593929e-04 4.435823e-04 3.706576e-04
[66,] 2.232008e-03 1.356099e-03 2.196984e-04 4.701301e-05 8.465178e-04
[67,] 1.356099e-03 2.429750e-03 3.138529e-04 1.006692e-04 6.455729e-04
[68,] 2.196984e-04 3.138529e-04 1.284653e-03 3.534202e-04 2.147849e-04
[69,] 4.701301e-05 1.006692e-04 3.534202e-04 9.484849e-04 2.047370e-04
[70,] 8.465178e-04 6.455729e-04 2.147849e-04 2.047370e-04 2.097704e-03
[71,] 4.886854e-04 3.379242e-04 -4.113254e-05 9.550459e-05 6.619928e-04
[72,] 3.064312e-04 1.767186e-04 2.596425e-05 7.644769e-05 3.921345e-05
[73,] 1.992559e-04 4.706677e-04 -2.634596e-06 1.226077e-04 -3.605400e-05
[74,] 6.608307e-04 5.381555e-04 2.692607e-04 2.734621e-05 7.439992e-04
[75,] 8.738118e-04 7.848330e-04 2.256501e-05 2.607939e-04 6.861289e-04
[76,] 1.241147e-04 4.437441e-05 3.551097e-05 -6.145584e-06 3.242648e-04
[77,] 9.733123e-04 5.349107e-04 -6.587625e-05 -6.804059e-06 3.061853e-04
[78,] 5.383877e-04 9.397883e-04 1.829524e-05 5.324864e-05 1.072407e-04
[79,] -4.137970e-05 4.514210e-05 6.703988e-04 1.866630e-04 8.804196e-05
[80,] -6.434267e-05 9.060582e-05 1.603725e-04 4.338891e-04 2.370879e-04
[81,] 2.540590e-04 6.045046e-05 3.037201e-05 1.728031e-04 9.487925e-04
[82,] 2.931159e-04 2.889176e-04 6.286513e-05 4.027085e-05 1.024302e-04
[83,] 1.158317e-03 7.249594e-04 2.379470e-04 -7.057486e-05 4.565997e-04
[84,] 1.401863e-03 8.651631e-04 -3.287418e-05 2.228696e-04 5.673234e-04
[85,] 2.381503e-04 2.496498e-04 -2.366847e-05 -1.317494e-05 2.709175e-04
[86,] 6.728122e-04 1.142858e-03 5.644790e-05 3.721265e-05 2.582237e-04
[87,] 8.790662e-04 1.597422e-03 5.024463e-05 1.835508e-04 4.195337e-04
[88,] 2.644023e-04 5.390912e-04 -8.136774e-05 5.014032e-05 9.678348e-05
[89,] -9.751587e-05 6.094583e-06 5.632637e-04 3.272104e-04 2.176245e-05
[90,] 4.732810e-04 2.974902e-04 2.927440e-04 6.420229e-05 1.189836e-03
[91,] 5.543583e-04 4.066769e-04 1.139091e-05 3.464130e-04 1.242895e-03
[,71] [,72] [,73] [,74] [,75]
[1,] 4.070164e-04 1.523195e-04 1.827666e-04 5.159228e-04 4.534827e-04
[2,] -2.024539e-05 1.929262e-04 2.143675e-05 1.378940e-04 5.356350e-05
[3,] 2.856767e-04 2.781751e-04 4.222991e-04 6.509199e-04 8.304524e-04
[4,] 6.264584e-04 1.143907e-04 2.373517e-04 4.603671e-04 3.619599e-04
[5,] 2.508110e-04 3.007363e-04 3.543813e-04 2.420143e-04 1.871328e-04
[6,] 1.923564e-04 3.209676e-04 3.874605e-04 6.248343e-04 5.226246e-04
[7,] -1.693882e-04 4.967575e-04 7.628287e-04 1.607363e-04 1.320957e-04
[8,] 8.083714e-04 3.219887e-04 3.556311e-04 2.708119e-04 4.532569e-04
[9,] 1.933054e-04 3.867450e-04 3.646496e-04 3.221256e-04 2.378641e-04
[10,] 1.201104e-04 1.979057e-04 6.124136e-04 1.446027e-04 8.209289e-05
[11,] 1.949516e-04 2.957613e-04 1.939835e-04 1.072458e-03 6.430424e-04
[12,] 3.657622e-04 2.750270e-04 2.240768e-04 6.561468e-04 1.008319e-03
[13,] -1.299677e-05 3.371062e-04 4.406999e-04 1.509383e-04 2.220971e-04
[14,] 3.245772e-04 1.485347e-04 2.006041e-04 3.548702e-04 3.921206e-04
[15,] 4.657350e-04 -4.162078e-05 -1.054884e-04 2.069393e-04 2.005058e-04
[16,] 1.193530e-04 -4.521792e-05 8.921634e-06 1.795997e-04 5.337258e-05
[17,] 4.147657e-04 -4.627985e-05 4.550798e-06 6.591946e-04 5.107662e-04
[18,] 1.535377e-04 -3.792432e-05 -3.986633e-06 1.520975e-04 1.905306e-04
[19,] 7.792126e-04 1.088583e-04 9.825038e-05 1.121700e-03 9.443817e-04
[20,] -4.734776e-05 7.421834e-05 7.640006e-05 2.151466e-04 1.095955e-04
[21,] 4.639030e-04 1.351708e-04 -1.877025e-05 6.255712e-04 5.570416e-04
[22,] 3.855049e-04 -7.513485e-06 2.509305e-04 5.508861e-04 5.163612e-04
[23,] 1.318748e-04 1.573731e-06 3.267499e-05 1.315709e-04 1.348585e-04
[24,] 1.246240e-04 -2.872092e-05 8.444195e-05 2.460832e-04 2.590175e-04
[25,] 5.028862e-04 2.091899e-04 1.072604e-04 6.326076e-04 5.669596e-04
[26,] 3.347867e-04 2.209446e-04 3.248285e-04 5.787230e-04 7.402342e-04
[27,] 4.289733e-04 1.235044e-04 2.122362e-04 3.679482e-04 2.473146e-04
[28,] 2.204183e-04 3.824320e-04 3.950374e-04 2.346975e-04 2.011798e-04
[29,] 3.148773e-04 1.809824e-04 2.455313e-04 6.052458e-04 4.987492e-04
[30,] -2.662644e-04 3.805428e-04 5.975313e-04 3.207141e-05 -3.435716e-05
[31,] 8.909573e-04 1.573110e-04 2.467452e-04 2.653728e-04 4.102845e-04
[32,] -5.766386e-05 3.653072e-04 3.519937e-04 1.861676e-04 1.773172e-05
[33,] -2.527666e-05 2.514581e-04 5.951065e-04 6.117040e-05 -9.429444e-06
[34,] 1.804176e-04 2.053696e-04 1.409958e-04 8.724104e-04 5.369112e-04
[35,] 3.300513e-04 1.848275e-04 1.899323e-04 5.958783e-04 9.634838e-04
[36,] -3.609269e-05 2.805824e-04 3.219529e-04 8.225520e-05 9.595885e-06
[37,] 3.852797e-04 1.049813e-04 5.918593e-05 2.199598e-04 5.129147e-05
[38,] 4.669474e-04 1.096934e-04 1.640397e-04 5.657693e-04 5.261332e-04
[39,] 2.374144e-04 7.057523e-05 7.768830e-05 1.816963e-04 1.480473e-04
[40,] 1.057134e-03 6.868326e-05 6.312201e-05 1.136755e-03 1.630503e-03
[41,] 3.390792e-04 2.843268e-04 1.638244e-04 2.138461e-04 2.804238e-04
[42,] 8.046287e-04 2.749810e-04 2.479826e-04 7.121269e-04 9.283235e-04
[43,] 6.583387e-04 2.476447e-04 6.344659e-04 6.776794e-04 8.558239e-04
[44,] 3.034308e-04 8.108008e-05 7.981143e-05 2.178068e-04 2.056002e-04
[45,] 2.570802e-04 1.027298e-05 8.252608e-06 1.673677e-04 2.727346e-04
[46,] 7.196603e-04 7.511423e-05 1.422021e-04 7.628782e-04 9.874176e-04
[47,] 6.538519e-04 -4.958603e-05 8.559034e-05 3.488750e-04 2.400826e-04
[48,] 2.673070e-04 -1.389863e-05 -2.620907e-06 -8.529932e-05 3.191563e-05
[49,] 1.351354e-03 1.438556e-04 2.143553e-04 9.645383e-04 9.750342e-04
[50,] -1.933707e-04 2.847841e-04 2.894227e-04 1.019294e-04 1.533832e-04
[51,] 9.501806e-04 4.295863e-06 -2.420189e-05 5.934319e-04 5.509950e-04
[52,] 7.806159e-04 -7.041294e-05 9.832302e-05 3.257013e-04 4.897992e-04
[53,] 2.510795e-04 4.986662e-05 -4.342460e-05 4.533119e-05 -6.174392e-05
[54,] 3.318158e-04 -4.935806e-06 1.210000e-04 -3.514976e-05 8.970044e-06
[55,] 8.447694e-04 8.389221e-05 2.012915e-04 5.243221e-04 4.472903e-04
[56,] 1.942028e-04 6.221627e-05 4.928215e-05 3.919571e-04 5.110915e-04
[57,] 4.419157e-04 4.085177e-04 3.801083e-04 3.300484e-04 4.457701e-04
[58,] 7.973345e-04 1.530706e-04 1.266654e-04 1.605683e-04 3.819733e-04
[59,] 3.190150e-04 4.861942e-04 2.342123e-04 1.875379e-04 3.204316e-04
[60,] 2.746211e-04 2.032543e-04 6.915337e-04 1.461369e-04 1.623339e-04
[61,] 2.857628e-04 1.152935e-04 1.451574e-04 1.073354e-03 6.151269e-04
[62,] 4.555658e-04 1.723216e-04 1.133664e-04 5.754774e-04 8.782862e-04
[63,] 2.479256e-04 2.278487e-04 1.881575e-04 1.919289e-04 3.533325e-04
[64,] 9.807470e-04 1.302207e-04 1.387754e-04 1.113243e-03 1.334548e-03
[65,] 4.684907e-04 4.424050e-05 -1.312423e-06 -7.823434e-05 1.378751e-04
[66,] 4.886854e-04 3.064312e-04 1.992559e-04 6.608307e-04 8.738118e-04
[67,] 3.379242e-04 1.767186e-04 4.706677e-04 5.381555e-04 7.848330e-04
[68,] -4.113254e-05 2.596425e-05 -2.634596e-06 2.692607e-04 2.256501e-05
[69,] 9.550459e-05 7.644769e-05 1.226077e-04 2.734621e-05 2.607939e-04
[70,] 6.619928e-04 3.921345e-05 -3.605400e-05 7.439992e-04 6.861289e-04
[71,] 2.378578e-03 -7.700738e-06 -1.415865e-04 8.081124e-04 1.094203e-03
[72,] -7.700738e-06 1.131941e-03 6.597845e-04 8.384343e-05 9.098801e-05
[73,] -1.415865e-04 6.597845e-04 1.709023e-03 1.383799e-04 1.319119e-04
[74,] 8.081124e-04 8.384343e-05 1.383799e-04 2.051221e-03 1.203646e-03
[75,] 1.094203e-03 9.098801e-05 1.319119e-04 1.203646e-03 2.252408e-03
[76,] 1.721679e-04 3.378432e-04 3.148906e-04 1.479541e-04 2.856850e-04
[77,] 1.191165e-03 2.559126e-04 2.031863e-04 4.219107e-04 8.616873e-04
[78,] 1.047420e-03 2.622722e-04 5.684709e-04 2.732184e-04 7.103226e-04
[79,] 4.532856e-04 1.835291e-05 -7.094218e-05 1.415788e-04 7.833700e-06
[80,] 4.419156e-04 2.785039e-04 2.246137e-04 -1.317802e-05 2.157671e-04
[81,] 1.402894e-03 1.136402e-04 5.126476e-05 4.998806e-04 7.523120e-04
[82,] 7.869727e-05 2.733794e-04 7.107327e-04 1.124974e-04 1.409184e-04
[83,] 4.228906e-04 1.155767e-04 1.534681e-04 1.155396e-03 7.420852e-04
[84,] 8.394333e-04 2.978526e-04 2.949315e-04 7.570845e-04 1.376457e-03
[85,] 1.160603e-04 5.961831e-04 4.110028e-04 9.401073e-05 1.395739e-04
[86,] 2.128118e-04 1.278136e-04 2.370242e-04 9.142537e-04 7.217318e-04
[87,] 6.794391e-04 2.532863e-04 5.614170e-04 8.158659e-04 1.213255e-03
[88,] 1.198567e-05 4.232531e-04 1.089428e-03 1.198249e-04 1.907056e-04
[89,] -1.583224e-05 1.588404e-05 1.747216e-04 1.976989e-04 2.265633e-04
[90,] 5.213375e-04 7.385284e-05 1.362191e-04 1.216450e-03 7.029389e-04
[91,] 7.446733e-04 9.744722e-05 1.450635e-04 6.730617e-04 1.238819e-03
[,76] [,77] [,78] [,79] [,80]
[1,] 8.345225e-05 4.988681e-04 4.310888e-04 3.076940e-04 1.936897e-04
[2,] 7.494426e-05 -9.575360e-05 -7.338444e-05 -1.235019e-04 -1.103800e-04
[3,] 2.500463e-04 4.960393e-04 4.468038e-04 1.875076e-04 8.744742e-05
[4,] 5.666443e-05 6.129141e-04 6.915526e-04 3.398605e-04 1.824383e-04
[5,] 2.210940e-04 2.821682e-04 2.078427e-04 1.420498e-04 1.118073e-04
[6,] 2.367913e-04 3.634520e-04 3.500399e-04 1.293833e-04 7.356076e-05
[7,] 3.861432e-04 2.639326e-04 3.365269e-04 -5.428948e-05 -2.867182e-05
[8,] 2.349581e-04 1.090717e-03 1.035806e-03 4.908508e-04 4.071606e-04
[9,] 1.951433e-04 6.145277e-05 1.604210e-04 1.498595e-04 1.059201e-04
[10,] 1.821352e-04 1.076141e-04 2.202664e-05 -4.017423e-05 3.249284e-05
[11,] 1.617460e-04 4.719646e-04 3.185011e-04 -2.020786e-05 8.155602e-05
[12,] 2.803045e-04 6.868859e-04 5.583918e-04 1.126993e-04 -1.115190e-04
[13,] 4.454892e-04 1.950846e-04 2.577983e-04 -2.262926e-05 -5.880666e-05
[14,] 1.803916e-05 4.667032e-04 3.203463e-04 1.045991e-04 1.214160e-04
[15,] 1.524861e-05 2.952451e-04 2.488363e-04 5.975976e-04 5.391523e-04
[16,] -1.116285e-05 5.484779e-05 3.711407e-05 3.847111e-04 2.356209e-04
[17,] 9.510091e-05 2.675253e-04 2.336511e-04 4.023427e-04 2.411244e-04
[18,] -9.096454e-06 1.348313e-04 1.618654e-04 5.597349e-04 4.123386e-04
[19,] 2.537772e-05 4.829721e-04 4.426264e-04 3.292822e-04 2.065456e-04
[20,] -2.961374e-05 1.347208e-04 1.084088e-04 9.951346e-04 6.353813e-04
[21,] 1.142101e-04 8.564173e-04 3.210241e-04 4.108411e-04 1.872189e-04
[22,] 1.145618e-05 2.884173e-04 8.729078e-04 3.455710e-04 2.051497e-04
[23,] -6.449379e-05 2.454512e-04 2.606904e-04 3.942800e-04 2.340805e-04
[24,] -4.008447e-05 8.457463e-05 9.017625e-05 4.934985e-04 5.399889e-04
[25,] 1.980521e-04 2.072835e-04 3.329950e-04 4.504912e-04 3.906391e-04
[26,] 9.220686e-05 3.848299e-04 5.302483e-04 -4.734605e-05 -5.727739e-05
[27,] -4.204844e-05 4.224490e-04 5.224100e-04 2.130632e-04 8.495642e-05
[28,] 2.034270e-04 2.394423e-04 2.364142e-04 -1.611969e-05 -3.900409e-06
[29,] 1.560117e-04 1.876009e-04 3.745190e-04 3.709332e-06 -8.648243e-05
[30,] 3.908572e-04 1.151946e-05 1.530780e-04 -1.010184e-04 -4.889842e-05
[31,] 2.049359e-04 9.083017e-04 9.852056e-04 2.263825e-04 2.332506e-04
[32,] 1.849098e-04 -1.687964e-04 -2.936870e-05 1.505068e-04 6.951068e-05
[33,] 1.161549e-04 -5.140217e-05 -9.914306e-05 -1.121798e-04 4.688755e-05
[34,] 1.366076e-04 3.828932e-04 2.127564e-04 -1.398280e-04 -6.005687e-05
[35,] 1.570667e-04 5.025729e-04 5.403215e-04 -9.924334e-05 -2.128371e-04
[36,] 3.939816e-04 -4.939307e-05 5.165647e-05 2.196066e-05 -4.471657e-05
[37,] -3.058141e-05 9.056497e-05 1.386566e-04 4.892996e-04 5.728860e-04
[38,] 1.104892e-04 4.020750e-04 3.326994e-04 5.535067e-04 4.124023e-04
[39,] 3.616674e-05 1.410422e-04 1.707930e-04 4.631575e-04 4.015112e-04
[40,] 2.673662e-04 8.186325e-04 6.784955e-04 3.134043e-04 3.341931e-04
[41,] 1.255768e-04 2.896213e-04 3.511060e-04 7.818722e-04 1.064776e-03
[42,] 1.481303e-04 8.787281e-04 6.361865e-04 3.672779e-04 2.201670e-04
[43,] 2.275153e-04 6.384882e-04 1.152003e-03 2.973264e-04 3.662340e-04
[44,] 1.152910e-04 3.106570e-04 2.447265e-04 6.107260e-04 3.366808e-04
[45,] 8.905344e-05 1.279680e-04 2.218573e-04 3.483552e-04 4.162964e-04
[46,] 1.984099e-04 5.829240e-04 3.736658e-04 2.583381e-04 3.190932e-04
[47,] 1.106596e-04 6.342313e-04 5.326691e-04 4.464254e-04 3.806579e-04
[48,] -1.309609e-05 3.588036e-04 3.215929e-04 5.709602e-04 6.569933e-04
[49,] 1.112958e-04 1.013916e-03 8.973623e-04 3.521132e-04 4.565502e-04
[50,] 8.654266e-05 2.142695e-04 1.271934e-04 2.905545e-04 3.601311e-04
[51,] 5.073051e-05 1.239141e-03 6.846144e-04 3.135179e-04 2.108939e-04
[52,] 8.437294e-05 6.329653e-04 1.186258e-03 4.186572e-04 3.284448e-04
[53,] -8.066277e-06 2.772579e-04 4.401760e-04 9.107817e-04 5.128423e-04
[54,] -1.143209e-04 1.680587e-04 2.871886e-04 5.868172e-04 8.315401e-04
[55,] -1.669046e-05 6.104191e-04 7.095497e-04 3.977551e-04 4.350548e-04
[56,] 5.706375e-05 3.684892e-04 1.341910e-04 2.145514e-04 1.869667e-04
[57,] 3.522066e-04 3.262226e-04 4.015778e-04 -2.164066e-05 1.117449e-04
[58,] 1.110396e-04 8.621256e-04 7.036612e-04 4.853777e-04 5.392257e-04
[59,] 1.303340e-04 5.501484e-04 4.189218e-04 9.403328e-05 1.337971e-04
[60,] 8.959822e-05 3.605904e-04 7.751141e-04 1.039966e-05 3.698396e-05
[61,] 1.058440e-04 3.691551e-04 2.665800e-04 4.797013e-04 3.046893e-04
[62,] 2.057245e-04 4.786665e-04 2.811425e-04 3.017432e-04 3.740645e-04
[63,] 5.339055e-04 2.547238e-04 2.384456e-04 7.738385e-05 1.652109e-04
[64,] 3.608895e-04 5.149015e-04 3.804896e-04 -4.672202e-05 7.586237e-05
[65,] 1.338122e-04 5.473375e-04 4.309449e-04 8.161650e-04 1.098408e-03
[66,] 1.241147e-04 9.733123e-04 5.383877e-04 -4.137970e-05 -6.434267e-05
[67,] 4.437441e-05 5.349107e-04 9.397883e-04 4.514210e-05 9.060582e-05
[68,] 3.551097e-05 -6.587625e-05 1.829524e-05 6.703988e-04 1.603725e-04
[69,] -6.145584e-06 -6.804059e-06 5.324864e-05 1.866630e-04 4.338891e-04
[70,] 3.242648e-04 3.061853e-04 1.072407e-04 8.804196e-05 2.370879e-04
[71,] 1.721679e-04 1.191165e-03 1.047420e-03 4.532856e-04 4.419156e-04
[72,] 3.378432e-04 2.559126e-04 2.622722e-04 1.835291e-05 2.785039e-04
[73,] 3.148906e-04 2.031863e-04 5.684709e-04 -7.094218e-05 2.246137e-04
[74,] 1.479541e-04 4.219107e-04 2.732184e-04 1.415788e-04 -1.317802e-05
[75,] 2.856850e-04 8.616873e-04 7.103226e-04 7.833700e-06 2.157671e-04
[76,] 1.121554e-03 1.837343e-04 1.879688e-04 2.176054e-05 1.508065e-04
[77,] 1.837343e-04 2.342694e-03 1.260491e-03 2.878187e-04 4.080458e-04
[78,] 1.879688e-04 1.260491e-03 2.377762e-03 4.862171e-04 5.027209e-04
[79,] 2.176054e-05 2.878187e-04 4.862171e-04 2.046605e-03 1.007335e-03
[80,] 1.508065e-04 4.080458e-04 5.027209e-04 1.007335e-03 1.686611e-03
[81,] 2.519948e-04 8.930065e-04 1.068842e-03 5.615048e-04 6.621985e-04
[82,] 1.553415e-04 1.381527e-04 3.134689e-04 1.389884e-04 1.450827e-04
[83,] 9.212025e-05 7.188315e-04 5.298349e-04 2.291332e-04 6.386688e-05
[84,] 2.054968e-04 1.076711e-03 6.881546e-04 4.390227e-05 2.077571e-04
[85,] 5.613125e-04 2.021646e-04 2.565894e-04 -1.553866e-06 1.637840e-04
[86,] 1.359326e-04 4.741888e-04 7.517876e-04 7.974595e-05 1.497727e-04
[87,] 2.041961e-04 6.954948e-04 1.096577e-03 1.170806e-04 1.752032e-04
[88,] 4.414152e-04 2.441315e-04 4.981847e-04 -1.260288e-04 9.691943e-05
[89,] -6.687589e-06 -2.637973e-05 9.324617e-05 4.892206e-04 2.115278e-04
[90,] 2.102799e-04 3.193672e-04 2.123481e-04 2.918031e-04 1.774041e-04
[91,] 2.484554e-04 6.001807e-04 4.628824e-04 1.426331e-04 3.981958e-04
[,81] [,82] [,83] [,84] [,85]
[1,] 3.304466e-04 2.228441e-04 5.641693e-04 6.503953e-04 2.798848e-04
[2,] -5.949212e-05 3.410130e-05 6.756096e-05 2.776909e-05 1.856760e-04
[3,] 1.794516e-04 2.570520e-04 8.067309e-04 1.201146e-03 3.236686e-04
[4,] 5.328099e-04 2.291484e-04 4.625405e-04 4.802323e-04 7.468312e-05
[5,] 1.034532e-04 7.432037e-05 2.200324e-04 4.351540e-04 3.876625e-04
[6,] 1.998421e-05 1.265919e-04 8.053222e-04 9.361472e-04 4.629423e-04
[7,] 9.317990e-05 2.758960e-04 3.274834e-04 3.420286e-04 3.531423e-04
[8,] 8.374106e-04 1.950711e-04 5.233561e-04 7.259378e-04 2.693401e-04
[9,] 1.785230e-04 4.158360e-04 1.417132e-04 3.283635e-04 3.934886e-04
[10,] 1.724038e-04 5.040973e-04 1.124932e-04 2.613518e-04 2.614172e-04
[11,] 2.411488e-04 1.004035e-04 1.116957e-03 8.028779e-04 2.782243e-04
[12,] 3.388258e-04 1.851582e-04 7.945022e-04 1.369831e-03 3.458777e-04
[13,] -2.091448e-04 2.515276e-04 2.855706e-04 4.078371e-04 7.914413e-04
[14,] 2.575920e-04 4.749048e-05 3.797462e-04 4.394276e-04 1.773808e-04
[15,] 4.131180e-04 -1.274611e-04 6.258191e-05 4.561676e-05 -1.288970e-04
[16,] 8.617168e-05 1.140573e-04 1.477177e-04 -3.711990e-05 -8.562638e-05
[17,] 2.890522e-04 6.571178e-05 6.419199e-04 5.087083e-04 -4.310376e-05
[18,] 1.540877e-04 2.610119e-06 1.798067e-04 3.175043e-05 -9.406534e-05
[19,] 4.911028e-04 -2.172210e-05 6.095220e-04 5.452161e-04 1.725948e-04
[20,] -4.199251e-05 -9.174575e-05 3.465161e-04 4.588617e-05 -1.462509e-04
[21,] 1.660036e-04 1.665779e-04 1.079887e-03 9.098631e-04 9.198488e-06
[22,] 2.774078e-04 2.982958e-04 6.712960e-04 5.312082e-04 2.191827e-05
[23,] 2.144933e-04 1.579096e-04 8.074351e-05 -1.017745e-05 -7.244488e-05
[24,] 1.729121e-04 1.061966e-04 1.612917e-05 3.734316e-05 -1.018133e-04
[25,] 8.830461e-04 9.623174e-05 3.832830e-04 3.603264e-04 2.258744e-04
[26,] 2.939823e-04 2.276060e-04 6.033778e-04 8.619629e-04 2.529714e-04
[27,] 3.765575e-04 1.119717e-04 3.956419e-04 2.849998e-04 -1.294356e-05
[28,] 2.981580e-05 1.121089e-04 8.230606e-05 2.771694e-04 3.963630e-04
[29,] 1.505920e-04 7.917514e-05 6.240783e-04 7.009282e-04 2.200309e-04
[30,] -1.035395e-05 2.721215e-04 1.530473e-04 9.491714e-05 3.066623e-04
[31,] 9.387250e-04 1.315161e-04 4.539456e-04 5.219777e-04 6.882152e-05
[32,] -9.112348e-05 3.210100e-04 -5.923004e-05 -5.857861e-05 3.802799e-04
[33,] -7.861218e-05 5.052162e-04 -2.286877e-05 -2.314284e-05 3.333191e-04
[34,] 2.874987e-04 7.535804e-05 8.033732e-04 5.868757e-04 1.622422e-04
[35,] 3.240680e-04 6.078216e-05 6.445321e-04 1.025772e-03 2.069958e-04
[36,] -1.709435e-04 3.241841e-04 1.032862e-04 1.291804e-04 5.817733e-04
[37,] 3.597002e-04 -2.953508e-05 1.395506e-04 7.889969e-05 -7.656593e-06
[38,] 4.641485e-04 6.928229e-05 4.173713e-04 4.756574e-04 8.639149e-05
[39,] 3.856907e-04 -9.116816e-05 3.979286e-05 1.191463e-04 2.473769e-05
[40,] 7.661785e-04 7.104903e-05 6.823922e-04 9.438960e-04 1.187116e-04
[41,] 5.634343e-04 4.149690e-05 2.570549e-04 2.101395e-04 1.791121e-04
[42,] 6.113450e-04 2.187374e-04 1.059123e-03 1.485873e-03 3.875778e-04
[43,] 3.874651e-04 3.237821e-04 6.506418e-04 1.071500e-03 3.581116e-04
[44,] 2.886784e-04 -2.628466e-05 7.830665e-05 1.335945e-04 1.338059e-05
[45,] 2.811385e-04 6.835278e-05 4.567209e-05 2.045315e-04 -2.643336e-05
[46,] 1.023421e-03 1.428655e-04 5.131382e-04 7.267234e-04 1.840161e-04
[47,] 4.884524e-04 1.351876e-04 4.645872e-04 3.542354e-04 -4.453743e-05
[48,] 1.713631e-04 -4.126443e-05 1.298642e-05 -4.861604e-05 6.632736e-05
[49,] 8.643036e-04 -1.376644e-05 6.181598e-04 5.598371e-04 1.077874e-04
[50,] -1.226611e-04 3.363721e-05 1.722508e-04 6.438177e-05 7.378879e-05
[51,] 5.467722e-04 1.586552e-04 8.944536e-04 8.457711e-04 -6.437033e-05
[52,] 6.138355e-04 1.131450e-04 4.436623e-04 5.038854e-04 -3.868576e-07
[53,] 3.096437e-04 4.008429e-05 1.422846e-04 -9.559775e-05 1.196350e-04
[54,] 2.420200e-04 8.729411e-05 -1.122175e-04 1.686404e-05 5.720184e-05
[55,] 1.186967e-03 7.999257e-05 5.402930e-04 5.141995e-04 8.234183e-05
[56,] 2.505692e-04 1.413985e-04 4.752224e-04 5.276905e-04 -1.119101e-04
[57,] 3.099005e-04 9.995056e-05 1.228955e-04 3.924503e-04 2.659919e-04
[58,] 7.842389e-04 8.334341e-05 2.628423e-04 4.049571e-04 1.033282e-04
[59,] 2.102439e-04 3.974028e-04 3.106084e-04 5.763368e-04 3.289984e-04
[60,] 1.543262e-04 5.274966e-04 1.313268e-04 3.881033e-04 1.601106e-04
[61,] 3.185741e-04 9.761808e-05 1.001623e-03 5.598884e-04 3.354501e-06
[62,] 4.894201e-04 1.598929e-04 4.840176e-04 9.979267e-04 4.452456e-05
[63,] 4.124761e-04 5.290067e-05 4.125593e-05 2.195429e-04 6.777408e-04
[64,] 6.594096e-04 7.409685e-05 6.134549e-04 8.671923e-04 9.464558e-05
[65,] 7.417915e-04 3.424484e-05 -6.348003e-05 5.448074e-06 -2.754879e-05
[66,] 2.540590e-04 2.931159e-04 1.158317e-03 1.401863e-03 2.381503e-04
[67,] 6.045046e-05 2.889176e-04 7.249594e-04 8.651631e-04 2.496498e-04
[68,] 3.037201e-05 6.286513e-05 2.379470e-04 -3.287418e-05 -2.366847e-05
[69,] 1.728031e-04 4.027085e-05 -7.057486e-05 2.228696e-04 -1.317494e-05
[70,] 9.487925e-04 1.024302e-04 4.565997e-04 5.673234e-04 2.709175e-04
[71,] 1.402894e-03 7.869727e-05 4.228906e-04 8.394333e-04 1.160603e-04
[72,] 1.136402e-04 2.733794e-04 1.155767e-04 2.978526e-04 5.961831e-04
[73,] 5.126476e-05 7.107327e-04 1.534681e-04 2.949315e-04 4.110028e-04
[74,] 4.998806e-04 1.124974e-04 1.155396e-03 7.570845e-04 9.401073e-05
[75,] 7.523120e-04 1.409184e-04 7.420852e-04 1.376457e-03 1.395739e-04
[76,] 2.519948e-04 1.553415e-04 9.212025e-05 2.054968e-04 5.613125e-04
[77,] 8.930065e-04 1.381527e-04 7.188315e-04 1.076711e-03 2.021646e-04
[78,] 1.068842e-03 3.134689e-04 5.298349e-04 6.881546e-04 2.565894e-04
[79,] 5.615048e-04 1.389884e-04 2.291332e-04 4.390227e-05 -1.553866e-06
[80,] 6.621985e-04 1.450827e-04 6.386688e-05 2.077571e-04 1.637840e-04
[81,] 2.424320e-03 1.351306e-04 3.204688e-04 5.819150e-04 8.134147e-05
[82,] 1.351306e-04 1.477243e-03 1.060708e-04 2.446910e-04 2.347616e-04
[83,] 3.204688e-04 1.060708e-04 2.128795e-03 1.223110e-03 1.731977e-04
[84,] 5.819150e-04 2.446910e-04 1.223110e-03 2.312915e-03 3.047459e-04
[85,] 8.134147e-05 2.347616e-04 1.731977e-04 3.047459e-04 1.544684e-03
[86,] 1.711231e-04 1.320532e-04 1.101112e-03 8.026137e-04 1.321520e-04
[87,] 4.365098e-04 2.310744e-04 8.753876e-04 1.447706e-03 4.134501e-04
[88,] -3.232509e-05 6.733900e-04 1.284047e-04 4.591989e-04 8.475472e-04
[89,] 7.145716e-05 1.581439e-04 5.860524e-05 1.344561e-04 1.648952e-05
[90,] 8.581590e-04 8.449649e-05 9.303258e-04 6.016369e-04 1.555095e-04
[91,] 1.121718e-03 2.673968e-04 5.909345e-04 1.108497e-03 1.251671e-04
[,86] [,87] [,88] [,89] [,90]
[1,] 5.639359e-04 4.390979e-04 2.107497e-04 2.560965e-04 4.023267e-04
[2,] 9.609410e-05 -4.869332e-05 8.913423e-06 -1.696488e-05 2.280926e-05
[3,] 7.017259e-04 1.143457e-03 4.882554e-04 1.537692e-04 5.232473e-04
[4,] 2.606768e-04 4.871396e-04 3.134183e-04 2.283208e-04 3.191116e-04
[5,] 9.445223e-05 3.901570e-04 4.811298e-04 3.141594e-05 1.418941e-04
[6,] 5.509018e-04 9.202240e-04 5.118179e-04 7.414652e-05 6.477588e-04
[7,] 1.944809e-04 2.754473e-04 4.626634e-04 1.103730e-04 1.879430e-04
[8,] 3.373056e-04 6.266739e-04 3.342391e-04 1.973514e-04 3.256455e-04
[9,] 1.213739e-04 2.561741e-04 3.652616e-04 1.571687e-04 2.755797e-04
[10,] 1.462931e-04 3.419183e-04 6.662474e-04 -2.784296e-05 1.765123e-04
[11,] 1.118878e-03 6.926836e-04 2.190328e-04 1.319493e-04 8.869230e-04
[12,] 6.187172e-04 1.432428e-03 4.224989e-04 6.125549e-05 5.812360e-04
[13,] 2.245810e-04 4.456062e-04 7.611678e-04 1.041810e-04 1.489242e-04
[14,] 4.208504e-04 3.878483e-04 8.336977e-05 9.442602e-05 3.179801e-04
[15,] 4.571628e-05 4.345178e-05 -2.748681e-04 2.714302e-04 2.653526e-04
[16,] 2.155394e-04 8.206980e-05 -3.197288e-05 1.195848e-04 2.077740e-04
[17,] 4.490439e-04 3.164239e-04 -4.963832e-05 3.105713e-04 6.102325e-04
[18,] 1.152408e-04 4.329994e-05 -9.117521e-05 3.704439e-04 2.108579e-04
[19,] 5.228230e-04 5.466024e-04 4.004093e-05 1.895252e-04 6.119792e-04
[20,] 2.262251e-04 1.663052e-05 -4.993361e-05 2.956231e-04 2.790703e-04
[21,] 6.651633e-04 5.675823e-04 7.733711e-06 6.084476e-05 3.666044e-04
[22,] 1.094774e-03 9.389819e-04 4.021428e-05 1.749182e-04 3.813936e-04
[23,] 7.983960e-05 1.213915e-04 1.138626e-05 2.230986e-04 4.439672e-05
[24,] 1.567533e-04 -1.100356e-05 -4.718423e-05 5.161993e-04 2.081107e-04
[25,] 3.855760e-04 3.074936e-04 1.686678e-04 2.415462e-04 1.055838e-03
[26,] 6.036796e-04 9.098015e-04 3.942148e-04 1.190678e-05 5.062303e-04
[27,] 2.676166e-04 4.174651e-04 1.607756e-04 1.027392e-04 2.273655e-04
[28,] 3.413324e-05 2.209339e-04 4.232794e-04 -1.817373e-05 1.420552e-04
[29,] 4.535284e-04 7.914253e-04 2.395313e-04 -3.913319e-05 5.985656e-04
[30,] 4.833133e-05 1.061460e-04 2.941310e-04 5.562046e-05 9.093284e-05
[31,] 2.456143e-04 6.050836e-04 1.319280e-04 2.719833e-05 3.635345e-04
[32,] -2.349140e-05 -5.616074e-05 3.603859e-04 1.326604e-04 1.170242e-04
[33,] -5.932680e-05 1.172726e-04 5.613659e-04 7.887696e-06 6.612668e-05
[34,] 8.850351e-04 6.023898e-04 1.181571e-04 1.508571e-05 7.234630e-04
[35,] 5.755967e-04 1.200529e-03 2.521868e-04 -7.102333e-05 5.262495e-04
[36,] 6.438163e-05 1.727030e-04 5.490426e-04 7.486292e-05 4.353834e-05
[37,] 8.649458e-05 1.258978e-04 -6.013667e-05 1.559809e-04 2.274448e-04
[38,] 2.833515e-04 5.003429e-04 5.364458e-05 2.334561e-04 5.854422e-04
[39,] -4.197727e-05 5.827891e-05 7.744525e-05 2.597643e-04 2.620457e-04
[40,] 5.705345e-04 8.438294e-04 1.757668e-04 1.753646e-04 8.118905e-04
[41,] 1.807359e-04 2.724360e-04 -6.210108e-05 2.100049e-04 2.239610e-04
[42,] 5.907224e-04 1.047586e-03 3.713421e-04 1.039656e-04 5.719711e-04
[43,] 1.066626e-03 1.891917e-03 6.745963e-04 1.142515e-04 4.556389e-04
[44,] -2.011577e-05 8.485508e-05 -4.472159e-05 5.114014e-04 3.046093e-04
[45,] 7.753816e-05 7.795931e-05 3.515667e-05 3.203275e-04 2.338855e-04
[46,] 3.633299e-04 5.726758e-04 1.490990e-04 1.266368e-04 1.036658e-03
[47,] 1.899166e-04 2.450604e-04 8.600386e-05 1.325293e-04 5.188465e-04
[48,] 8.741217e-05 7.919810e-05 -1.392898e-05 8.104277e-05 5.567749e-05
[49,] 3.303885e-04 5.687386e-04 2.112492e-04 3.123350e-05 5.502579e-04
[50,] 2.149729e-04 1.081273e-04 1.960649e-04 1.796005e-04 1.773217e-04
[51,] 4.320528e-04 5.472786e-04 4.580620e-05 -4.367419e-05 5.161892e-04
[52,] 7.868502e-04 8.283976e-04 1.084406e-05 6.372826e-05 2.427065e-04
[53,] 1.123444e-04 2.109042e-05 -3.990401e-05 2.713080e-04 1.222138e-04
[54,] 8.782200e-06 4.598597e-05 9.536745e-05 3.432581e-04 3.394664e-05
[55,] 2.468239e-04 4.249628e-04 1.948961e-04 1.044414e-04 8.299097e-04
[56,] 3.032113e-04 2.900979e-04 4.851721e-05 1.616455e-04 3.877097e-04
[57,] 1.134662e-04 3.092622e-04 2.610918e-04 7.571557e-05 1.873570e-04
[58,] 1.099404e-04 1.980149e-04 2.904029e-05 1.589443e-04 2.346815e-04
[59,] 1.666562e-04 4.309239e-04 2.200481e-04 -7.481281e-06 1.656669e-05
[60,] 3.198210e-04 6.340783e-04 7.613368e-04 -5.473477e-05 3.098868e-05
[61,] 8.393937e-04 4.954971e-04 7.225446e-05 3.112669e-04 8.899494e-04
[62,] 3.751557e-04 8.512182e-04 8.223529e-05 2.737952e-04 5.841263e-04
[63,] 8.820622e-05 1.495440e-04 6.030693e-04 1.077436e-04 3.463130e-04
[64,] 4.500416e-04 8.046375e-04 1.367438e-05 2.408385e-06 7.533731e-04
[65,] -3.985342e-05 8.409580e-05 -1.935671e-04 5.837058e-05 8.358989e-05
[66,] 6.728122e-04 8.790662e-04 2.644023e-04 -9.751587e-05 4.732810e-04
[67,] 1.142858e-03 1.597422e-03 5.390912e-04 6.094583e-06 2.974902e-04
[68,] 5.644790e-05 5.024463e-05 -8.136774e-05 5.632637e-04 2.927440e-04
[69,] 3.721265e-05 1.835508e-04 5.014032e-05 3.272104e-04 6.420229e-05
[70,] 2.582237e-04 4.195337e-04 9.678348e-05 2.176245e-05 1.189836e-03
[71,] 2.128118e-04 6.794391e-04 1.198567e-05 -1.583224e-05 5.213375e-04
[72,] 1.278136e-04 2.532863e-04 4.232531e-04 1.588404e-05 7.385284e-05
[73,] 2.370242e-04 5.614170e-04 1.089428e-03 1.747216e-04 1.362191e-04
[74,] 9.142537e-04 8.158659e-04 1.198249e-04 1.976989e-04 1.216450e-03
[75,] 7.217318e-04 1.213255e-03 1.907056e-04 2.265633e-04 7.029389e-04
[76,] 1.359326e-04 2.041961e-04 4.414152e-04 -6.687589e-06 2.102799e-04
[77,] 4.741888e-04 6.954948e-04 2.441315e-04 -2.637973e-05 3.193672e-04
[78,] 7.517876e-04 1.096577e-03 4.981847e-04 9.324617e-05 2.123481e-04
[79,] 7.974595e-05 1.170806e-04 -1.260288e-04 4.892206e-04 2.918031e-04
[80,] 1.497727e-04 1.752032e-04 9.691943e-05 2.115278e-04 1.774041e-04
[81,] 1.711231e-04 4.365098e-04 -3.232509e-05 7.145716e-05 8.581590e-04
[82,] 1.320532e-04 2.310744e-04 6.733900e-04 1.581439e-04 8.449649e-05
[83,] 1.101112e-03 8.753876e-04 1.284047e-04 5.860524e-05 9.303258e-04
[84,] 8.026137e-04 1.447706e-03 4.591989e-04 1.344561e-04 6.016369e-04
[85,] 1.321520e-04 4.134501e-04 8.475472e-04 1.648952e-05 1.555095e-04
[86,] 2.152119e-03 1.263604e-03 2.558272e-04 6.998596e-05 6.956986e-04
[87,] 1.263604e-03 2.803276e-03 5.482425e-04 1.608652e-05 5.531150e-04
[88,] 2.558272e-04 5.482425e-04 1.985525e-03 1.135516e-04 4.366036e-05
[89,] 6.998596e-05 1.608652e-05 1.135516e-04 9.677864e-04 2.532856e-04
[90,] 6.956986e-04 5.531150e-04 4.366036e-05 2.532856e-04 1.994875e-03
[91,] 4.982358e-04 7.074153e-04 1.710000e-04 2.127409e-04 1.225077e-03
[,91]
[1,] 3.649586e-04
[2,] -2.568160e-05
[3,] 6.674159e-04
[4,] 2.341908e-04
[5,] 1.614424e-04
[6,] 4.531404e-04
[7,] 2.363351e-04
[8,] 4.256723e-04
[9,] 2.889718e-04
[10,] 2.680587e-04
[11,] 5.603101e-04
[12,] 8.264530e-04
[13,] 1.112237e-04
[14,] 3.365833e-04
[15,] 1.726714e-04
[16,] 1.991470e-05
[17,] 4.902528e-04
[18,] 2.436524e-04
[19,] 5.217462e-04
[20,] 1.570608e-04
[21,] 3.496910e-04
[22,] 2.698810e-04
[23,] 1.315343e-04
[24,] 1.087335e-04
[25,] 1.002831e-03
[26,] 5.929217e-04
[27,] 1.366522e-04
[28,] 1.469423e-04
[29,] 3.425734e-04
[30,] 9.608099e-06
[31,] 3.929317e-04
[32,] 5.163223e-05
[33,] 8.477411e-05
[34,] 4.794893e-04
[35,] 7.770183e-04
[36,] -7.922301e-06
[37,] 7.105016e-05
[38,] 6.137423e-04
[39,] 3.992040e-04
[40,] 1.026450e-03
[41,] 3.111628e-04
[42,] 7.318943e-04
[43,] 6.099982e-04
[44,] 2.270404e-04
[45,] 4.519132e-04
[46,] 1.482591e-03
[47,] 4.187717e-04
[48,] 1.565582e-04
[49,] 4.468531e-04
[50,] 9.067997e-05
[51,] 5.069319e-04
[52,] 3.520901e-04
[53,] 1.027538e-05
[54,] -4.648232e-05
[55,] 8.964609e-04
[56,] 5.780837e-04
[57,] 3.348009e-04
[58,] 4.385803e-04
[59,] 1.257423e-04
[60,] 4.176451e-05
[61,] 5.992598e-04
[62,] 9.419532e-04
[63,] 5.087419e-04
[64,] 6.810668e-04
[65,] 2.807021e-04
[66,] 5.543583e-04
[67,] 4.066769e-04
[68,] 1.139091e-05
[69,] 3.464130e-04
[70,] 1.242895e-03
[71,] 7.446733e-04
[72,] 9.744722e-05
[73,] 1.450635e-04
[74,] 6.730617e-04
[75,] 1.238819e-03
[76,] 2.484554e-04
[77,] 6.001807e-04
[78,] 4.628824e-04
[79,] 1.426331e-04
[80,] 3.981958e-04
[81,] 1.121718e-03
[82,] 2.673968e-04
[83,] 5.909345e-04
[84,] 1.108497e-03
[85,] 1.251671e-04
[86,] 4.982358e-04
[87,] 7.074153e-04
[88,] 1.710000e-04
[89,] 2.127409e-04
[90,] 1.225077e-03
[91,] 2.161564e-03
$covHi
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0006645838 0.0002304549 4.470618e-04 0.0003266593 2.195585e-04
[2,] 0.0002304549 0.0007646835 1.152516e-04 0.0003051144 4.120705e-04
[3,] 0.0004470618 0.0001152516 8.541852e-04 0.0002339629 8.045099e-05
[4,] 0.0003266593 0.0003051144 2.339629e-04 0.0006913407 3.239688e-04
[5,] 0.0002195585 0.0004120705 8.045099e-05 0.0003239688 7.396551e-04
[6,] 0.0003525765 0.0002813870 2.171933e-04 0.0003497003 2.961426e-04
[7,] 0.0002750415 0.0003006784 2.029810e-04 0.0004041106 2.971901e-04
[8,] 0.0003661938 0.0002606764 3.237293e-04 0.0003430305 2.411293e-04
[9,] 0.0002223256 0.0003588539 1.394439e-04 0.0004024452 4.514541e-04
[10,] 0.0004139202 0.0002458037 3.272823e-04 0.0003129578 2.417322e-04
[11,] 0.0003804442 0.0002180598 3.237151e-04 0.0002840287 2.404339e-04
[12,] 0.0002857903 0.0003815629 2.050990e-04 0.0003826860 3.282982e-04
[13,] 0.0003142032 0.0003242748 2.136426e-04 0.0004431976 2.956983e-04
[14,] 0.0003294196 0.0002214053 2.719708e-04 0.0003202643 2.109477e-04
[,6] [,7] [,8] [,9] [,10]
[1,] 0.0003525765 0.0002750415 0.0003661938 0.0002223256 0.0004139202
[2,] 0.0002813870 0.0003006784 0.0002606764 0.0003588539 0.0002458037
[3,] 0.0002171933 0.0002029810 0.0003237293 0.0001394439 0.0003272823
[4,] 0.0003497003 0.0004041106 0.0003430305 0.0004024452 0.0003129578
[5,] 0.0002961426 0.0002971901 0.0002411293 0.0004514541 0.0002417322
[6,] 0.0005801617 0.0002818677 0.0003466236 0.0002974021 0.0003349083
[7,] 0.0002818677 0.0005713878 0.0002915138 0.0003124611 0.0002782050
[8,] 0.0003466236 0.0002915138 0.0005581007 0.0002982279 0.0003805091
[9,] 0.0002974021 0.0003124611 0.0002982279 0.0006909820 0.0002750708
[10,] 0.0003349083 0.0002782050 0.0003805091 0.0002750708 0.0005628807
[11,] 0.0002809188 0.0002449153 0.0003475380 0.0002423574 0.0003705075
[12,] 0.0002926391 0.0003291309 0.0002861552 0.0003095475 0.0002922727
[13,] 0.0003074648 0.0003631671 0.0003230056 0.0003660364 0.0003098117
[14,] 0.0003135730 0.0002700939 0.0003807911 0.0002652745 0.0003238305
[,11] [,12] [,13] [,14]
[1,] 0.0003804442 0.0002857903 0.0003142032 0.0003294196
[2,] 0.0002180598 0.0003815629 0.0003242748 0.0002214053
[3,] 0.0003237151 0.0002050990 0.0002136426 0.0002719708
[4,] 0.0002840287 0.0003826860 0.0004431976 0.0003202643
[5,] 0.0002404339 0.0003282982 0.0002956983 0.0002109477
[6,] 0.0002809188 0.0002926391 0.0003074648 0.0003135730
[7,] 0.0002449153 0.0003291309 0.0003631671 0.0002700939
[8,] 0.0003475380 0.0002861552 0.0003230056 0.0003807911
[9,] 0.0002423574 0.0003095475 0.0003660364 0.0002652745
[10,] 0.0003705075 0.0002922727 0.0003098117 0.0003238305
[11,] 0.0006640774 0.0002533448 0.0002960417 0.0002941563
[12,] 0.0002533448 0.0005523158 0.0003481367 0.0002692463
[13,] 0.0002960417 0.0003481367 0.0005599367 0.0003031403
[14,] 0.0002941563 0.0002692463 0.0003031403 0.0005791888
$covH
[,1]
[1,] 0.0003288151
$Groups
$Groups$`0`
$Groups$`0`$Hij
Si1 0% ci Na2 0% ci Si3 0% ci Na4 0% ci
Si1 -0.088 (0.110) 0.598 (0.119) 0.038 (0.125)
Na2 -0.088 (0.110) -0.221 (0.123) 0.441 (0.117)
Si3 0.598 (0.119) -0.221 (0.123) -0.152 (0.122)
Na4 0.038 (0.125) 0.441 (0.117) -0.152 (0.122)
Na5 0.174 (0.127) 0.508 (0.114) -0.310 (0.131) 0.371 (0.106)
Si6 0.354 (0.122) 0.210 (0.122) -0.058 (0.149) 0.347 (0.132)
Na7 0.019 (0.123) 0.543 (0.092) -0.143 (0.130) 0.720 (0.088)
Si8 0.512 (0.114) 0.161 (0.129) 0.215 (0.142) 0.400 (0.126)
Na9 0.064 (0.117) 0.518 (0.110) -0.179 (0.128) 0.552 (0.116)
Si10 0.627 (0.094) 0.062 (0.121) 0.195 (0.133) 0.216 (0.125)
Si11 0.563 (0.102) 0.006 (0.132) 0.173 (0.134) 0.235 (0.128)
Na12 0.016 (0.095) 0.569 (0.091) -0.196 (0.117) 0.581 (0.106)
Na13 0.114 (0.109) 0.588 (0.079) -0.081 (0.124) 0.779 (0.058)
Si14 0.347 (0.117) 0.172 (0.117) 0.137 (0.146) 0.396 (0.117)
Na5 0% ci Si6 0% ci Na7 0% ci Si8 0% ci
Si1 0.174 (0.127) 0.354 (0.122) 0.019 (0.123) 0.512 (0.114)
Na2 0.508 (0.114) 0.210 (0.122) 0.543 (0.092) 0.161 (0.129)
Si3 -0.310 (0.131) -0.058 (0.149) -0.143 (0.130) 0.215 (0.142)
Na4 0.371 (0.106) 0.347 (0.132) 0.720 (0.088) 0.400 (0.126)
Na5 0.293 (0.151) 0.401 (0.123) 0.267 (0.144)
Si6 0.293 (0.151) 0.427 (0.126) 0.571 (0.117)
Na7 0.401 (0.123) 0.427 (0.126) 0.372 (0.121)
Si8 0.267 (0.144) 0.571 (0.117) 0.372 (0.121)
Na9 0.599 (0.087) 0.340 (0.138) 0.512 (0.111) 0.304 (0.136)
Si10 0.170 (0.143) 0.556 (0.115) 0.300 (0.122) 0.671 (0.083)
Si11 0.181 (0.118) 0.400 (0.139) 0.214 (0.124) 0.514 (0.114)
Na12 0.430 (0.109) 0.238 (0.112) 0.603 (0.081) 0.198 (0.112)
Na13 0.404 (0.098) 0.467 (0.117) 0.809 (0.047) 0.413 (0.109)
Si14 0.341 (0.135) 0.471 (0.125) 0.358 (0.134) 0.641 (0.096)
Na9 0% ci Si10 0% ci Si11 0% ci Na12 0% ci Na13
Si1 0.064 (0.117) 0.627 (0.094) 0.563 (0.102) 0.016 (0.095) 0.114
Na2 0.518 (0.110) 0.062 (0.121) 0.006 (0.132) 0.569 (0.091) 0.588
Si3 -0.179 (0.128) 0.195 (0.133) 0.173 (0.134) -0.196 (0.117) -0.081
Na4 0.552 (0.116) 0.216 (0.125) 0.235 (0.128) 0.581 (0.106) 0.779
Na5 0.599 (0.087) 0.170 (0.143) 0.181 (0.118) 0.430 (0.109) 0.404
Si6 0.340 (0.138) 0.556 (0.115) 0.400 (0.139) 0.238 (0.112) 0.467
Na7 0.512 (0.111) 0.300 (0.122) 0.214 (0.124) 0.603 (0.081) 0.809
Si8 0.304 (0.136) 0.671 (0.083) 0.514 (0.114) 0.198 (0.112) 0.413
Na9 0.242 (0.121) 0.353 (0.108) 0.345 (0.122) 0.598
Si10 0.242 (0.121) 0.696 (0.094) 0.177 (0.105) 0.327
Si11 0.353 (0.108) 0.696 (0.094) 0.057 (0.114) 0.272
Na12 0.345 (0.122) 0.177 (0.105) 0.057 (0.114) 0.710
Na13 0.598 (0.111) 0.327 (0.101) 0.272 (0.114) 0.710 (0.075)
Si14 0.453 (0.101) 0.411 (0.109) 0.413 (0.134) 0.096 (0.104) 0.395
0% ci Si14 0% ci
Si1 (0.109) 0.347 (0.117)
Na2 (0.079) 0.172 (0.117)
Si3 (0.124) 0.137 (0.146)
Na4 (0.058) 0.396 (0.117)
Na5 (0.098) 0.341 (0.135)
Si6 (0.117) 0.471 (0.125)
Na7 (0.047) 0.358 (0.134)
Si8 (0.109) 0.641 (0.096)
Na9 (0.111) 0.453 (0.101)
Si10 (0.101) 0.411 (0.109)
Si11 (0.114) 0.413 (0.134)
Na12 (0.075) 0.096 (0.104)
Na13 0.395 (0.096)
Si14 (0.096)
$Groups$`0`$Hi
Item H se
Si1 0.247 (0.074)
Na2 0.250 (0.071)
Si3 -0.011 (0.094)
Na4 0.372 (0.061)
Na5 0.291 (0.067)
Si6 0.358 (0.072)
Na7 0.389 (0.056)
Si8 0.403 (0.054)
Na9 0.356 (0.052)
Si10 0.355 (0.063)
Si11 0.309 (0.074)
Na12 0.270 (0.065)
Na13 0.432 (0.048)
Si14 0.352 (0.055)
$Groups$`0`$H
Scale H se
0.313 (0.042)
$Groups$`1`
$Groups$`1`$Hij
Si1 0% ci Na2 0% ci Si3 0% ci Na4 0% ci Na5
Si1 0.087 (0.053) 0.681 (0.038) 0.264 (0.053) 0.081
Na2 0.087 (0.053) -0.034 (0.051) 0.373 (0.052) 0.523
Si3 0.681 (0.038) -0.034 (0.051) 0.151 (0.057) -0.022
Na4 0.264 (0.053) 0.373 (0.052) 0.151 (0.057) 0.451
Na5 0.081 (0.053) 0.523 (0.041) -0.022 (0.049) 0.451 (0.052)
Si6 0.547 (0.044) 0.278 (0.052) 0.337 (0.050) 0.470 (0.045) 0.381
Na7 0.254 (0.052) 0.445 (0.050) 0.165 (0.052) 0.647 (0.043) 0.514
Si8 0.574 (0.042) 0.180 (0.051) 0.510 (0.045) 0.303 (0.052) 0.150
Na9 0.127 (0.053) 0.456 (0.048) 0.074 (0.053) 0.490 (0.049) 0.578
Si10 0.580 (0.043) 0.179 (0.051) 0.511 (0.043) 0.252 (0.052) 0.173
Si11 0.537 (0.044) 0.156 (0.052) 0.438 (0.046) 0.230 (0.054) 0.189
Na12 0.220 (0.050) 0.513 (0.039) 0.086 (0.049) 0.612 (0.043) 0.482
Na13 0.249 (0.054) 0.461 (0.045) 0.136 (0.055) 0.708 (0.038) 0.531
Si14 0.532 (0.043) 0.092 (0.053) 0.449 (0.044) 0.326 (0.052) 0.124
0% ci Si6 0% ci Na7 0% ci Si8 0% ci Na9 0% ci
Si1 (0.053) 0.547 (0.044) 0.254 (0.052) 0.574 (0.042) 0.127 (0.053)
Na2 (0.041) 0.278 (0.052) 0.445 (0.050) 0.180 (0.051) 0.456 (0.048)
Si3 (0.049) 0.337 (0.050) 0.165 (0.052) 0.510 (0.045) 0.074 (0.053)
Na4 (0.052) 0.470 (0.045) 0.647 (0.043) 0.303 (0.052) 0.490 (0.049)
Na5 0.381 (0.049) 0.514 (0.042) 0.150 (0.052) 0.578 (0.041)
Si6 (0.049) 0.474 (0.046) 0.599 (0.041) 0.401 (0.048)
Na7 (0.042) 0.474 (0.046) 0.353 (0.049) 0.560 (0.046)
Si8 (0.052) 0.599 (0.041) 0.353 (0.049) 0.273 (0.052)
Na9 (0.041) 0.401 (0.048) 0.560 (0.046) 0.273 (0.052)
Si10 (0.049) 0.551 (0.042) 0.321 (0.051) 0.601 (0.037) 0.231 (0.052)
Si11 (0.052) 0.512 (0.043) 0.276 (0.052) 0.517 (0.044) 0.151 (0.054)
Na12 (0.042) 0.375 (0.046) 0.646 (0.040) 0.259 (0.048) 0.444 (0.048)
Na13 (0.045) 0.396 (0.047) 0.699 (0.036) 0.295 (0.051) 0.532 (0.043)
Si14 (0.051) 0.534 (0.042) 0.354 (0.049) 0.685 (0.036) 0.244 (0.054)
Si10 0% ci Si11 0% ci Na12 0% ci Na13 0% ci Si14
Si1 0.580 (0.043) 0.537 (0.044) 0.220 (0.050) 0.249 (0.054) 0.532
Na2 0.179 (0.051) 0.156 (0.052) 0.513 (0.039) 0.461 (0.045) 0.092
Si3 0.511 (0.043) 0.438 (0.046) 0.086 (0.049) 0.136 (0.055) 0.449
Na4 0.252 (0.052) 0.230 (0.054) 0.612 (0.043) 0.708 (0.038) 0.326
Na5 0.173 (0.049) 0.189 (0.052) 0.482 (0.042) 0.531 (0.045) 0.124
Si6 0.551 (0.042) 0.512 (0.043) 0.375 (0.046) 0.396 (0.047) 0.534
Na7 0.321 (0.051) 0.276 (0.052) 0.646 (0.040) 0.699 (0.036) 0.354
Si8 0.601 (0.037) 0.517 (0.044) 0.259 (0.048) 0.295 (0.051) 0.685
Na9 0.231 (0.052) 0.151 (0.054) 0.444 (0.048) 0.532 (0.043) 0.244
Si10 0.529 (0.042) 0.249 (0.049) 0.207 (0.053) 0.542
Si11 0.529 (0.042) 0.231 (0.048) 0.239 (0.057) 0.457
Na12 0.249 (0.049) 0.231 (0.048) 0.666 (0.035) 0.267
Na13 0.207 (0.053) 0.239 (0.057) 0.666 (0.035) 0.291
Si14 0.542 (0.042) 0.457 (0.047) 0.267 (0.049) 0.291 (0.052)
0% ci
Si1 (0.043)
Na2 (0.053)
Si3 (0.044)
Na4 (0.052)
Na5 (0.051)
Si6 (0.042)
Na7 (0.049)
Si8 (0.036)
Na9 (0.054)
Si10 (0.042)
Si11 (0.047)
Na12 (0.049)
Na13 (0.052)
Si14
$Groups$`1`$Hi
Item H se
Si1 0.368 (0.026)
Na2 0.281 (0.030)
Si3 0.266 (0.029)
Na4 0.406 (0.029)
Na5 0.313 (0.030)
Si6 0.451 (0.025)
Na7 0.438 (0.026)
Si8 0.410 (0.026)
Na9 0.351 (0.029)
Si10 0.379 (0.025)
Si11 0.346 (0.027)
Na12 0.379 (0.025)
Na13 0.417 (0.027)
Si14 0.379 (0.026)
$Groups$`1`$H
Scale H se
0.369 (0.020)
Per uomini e donne separatamente, si possono calcolare i percentili di rango per NA, SI e DS14. In una figura, Sijtsma and van der Ark [SvdA17] mostrano che per NA e DS14, lo stesso punteggio al test porta a un percentile di rango più elevato per gli uomini rispetto alle donne. Tuttavia, per DS14 gli intervalli di confidenza sovrapposti suggeriscono che la maggior parte delle differenze di punteggio tra uomini e donne non sono marcate. Per quanto riguarda SI, le donne hanno punteggi percentile costantemente più alti, ma le differenze sono piccole. Dato il minor numero di osservazioni, gli intervalli di confidenza delle donne sono più ampi.
67.10. Step 10#
Confronto tra gruppi. Se il campione contiene sottogruppi significativi, si può indagare se la composizione delle scale e le proprietà della scala (passi 4–9) possono essere generalizzate tra i sottogruppi. Se la composizione della scala e le proprietà variano tra i gruppi, la conoscenza di questa variazione può essere utile nell’interpretazione delle prestazioni dei test degli individui e nella ricerca in cui caratteristiche di gruppo come i punteggi medi della scala e le correlazioni dei punteggi della scala con altre variabili sono di interesse.
coefH(itemsScores[, Na], group.var = male)
$Hij
Na2 se Na4 se Na5 se Na7 se Na9
Na2 0.391 (0.048) 0.522 (0.039) 0.465 (0.045) 0.468
Na4 0.391 (0.048) 0.439 (0.047) 0.661 (0.039) 0.503
Na5 0.522 (0.039) 0.439 (0.047) 0.499 (0.040) 0.581
Na7 0.465 (0.045) 0.661 (0.039) 0.499 (0.040) 0.555
Na9 0.468 (0.045) 0.503 (0.045) 0.581 (0.038) 0.555 (0.043)
Na12 0.532 (0.035) 0.616 (0.040) 0.475 (0.040) 0.648 (0.036) 0.440
Na13 0.493 (0.040) 0.725 (0.033) 0.508 (0.042) 0.722 (0.031) 0.548
se Na12 se Na13 se
Na2 (0.045) 0.532 (0.035) 0.493 (0.040)
Na4 (0.045) 0.616 (0.040) 0.725 (0.033)
Na5 (0.038) 0.475 (0.040) 0.508 (0.042)
Na7 (0.043) 0.648 (0.036) 0.722 (0.031)
Na9 0.440 (0.045) 0.548 (0.041)
Na12 (0.045) 0.685 (0.031)
Na13 (0.041) 0.685 (0.031)
$Hi
Item H se
Na2 0.483 (0.028)
Na4 0.557 (0.030)
Na5 0.503 (0.028)
Na7 0.591 (0.026)
Na9 0.515 (0.029)
Na12 0.562 (0.025)
Na13 0.616 (0.024)
$H
Scale H se
0.546 (0.022)
$covHij
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0022989144 3.556849e-04 0.0010052778 0.0007801401 5.414757e-04
[2,] 0.0003556849 1.522519e-03 0.0004450386 0.0007497889 3.237255e-04
[3,] 0.0010052778 4.450386e-04 0.0020145721 0.0008348416 6.037465e-04
[4,] 0.0007801401 7.497889e-04 0.0008348416 0.0020011917 2.133779e-04
[5,] 0.0005414757 3.237255e-04 0.0006037465 0.0002133779 1.252743e-03
[6,] 0.0010327520 4.223827e-04 0.0009859993 0.0007096234 5.688558e-04
[7,] 0.0009265585 2.924636e-04 0.0005067649 0.0001641998 1.687561e-04
[8,] 0.0005798666 2.057109e-04 0.0003789838 0.0004366579 2.382688e-05
[9,] 0.0006313731 2.724419e-05 0.0005297773 0.0003579973 2.259319e-04
[10,] 0.0011515255 1.166517e-04 0.0002853404 0.0004386392 1.252333e-04
[11,] 0.0006354989 1.030805e-04 0.0002116375 0.0002939252 3.066150e-06
[12,] 0.0004848910 4.089064e-04 0.0007576294 0.0003694439 2.548367e-04
[13,] 0.0001304570 3.282199e-04 0.0002764868 0.0006001385 1.110339e-04
[14,] 0.0003022050 6.120800e-04 0.0003822614 0.0004062380 5.161931e-04
[15,] 0.0004406155 4.664556e-04 0.0003028667 0.0003416939 2.205691e-04
[16,] 0.0005615340 2.062509e-04 0.0005319594 0.0004577893 1.855316e-04
[17,] 0.0002657088 1.385843e-04 0.0007070134 0.0003594403 1.705285e-04
[18,] 0.0002539180 2.503942e-05 0.0003831389 0.0001757285 1.111084e-04
[19,] 0.0005975976 3.847111e-04 0.0005597349 0.0009951346 3.942800e-04
[20,] 0.0005391523 2.356209e-04 0.0004123386 0.0006353813 2.340805e-04
[21,] 0.0002714302 1.195848e-04 0.0003704439 0.0002956231 2.230986e-04
[,6] [,7] [,8] [,9] [,10]
[1,] 0.0010327520 0.0009265585 5.798666e-04 6.313731e-04 0.0011515255
[2,] 0.0004223827 0.0002924636 2.057109e-04 2.724419e-05 0.0001166517
[3,] 0.0009859993 0.0005067649 3.789838e-04 5.297773e-04 0.0002853404
[4,] 0.0007096234 0.0001641998 4.366579e-04 3.579973e-04 0.0004386392
[5,] 0.0005688558 0.0001687561 2.382688e-05 2.259319e-04 0.0001252333
[6,] 0.0015846387 0.0003935561 1.920062e-04 3.838401e-04 0.0002211614
[7,] 0.0003935561 0.0021757415 6.996295e-04 1.169290e-03 0.0006095637
[8,] 0.0001920062 0.0006996295 1.498185e-03 6.613515e-04 0.0007660527
[9,] 0.0003838401 0.0011692901 6.613515e-04 2.069302e-03 0.0004557181
[10,] 0.0002211614 0.0006095637 7.660527e-04 4.557181e-04 0.0015846511
[11,] 0.0001713933 0.0005058242 7.652694e-04 5.736487e-04 0.0007183495
[12,] 0.0002827819 0.0008792980 3.867651e-04 5.449631e-04 0.0003061978
[13,] 0.0002354823 0.0006316330 2.183373e-04 3.339671e-04 0.0001292073
[14,] 0.0003047019 0.0007142048 2.929320e-04 3.818841e-04 0.0003075222
[15,] 0.0006623985 0.0010685493 3.329102e-04 5.349169e-04 0.0001767506
[16,] 0.0003197038 0.0005806718 5.702923e-04 8.745371e-04 0.0003711308
[17,] 0.0003423557 0.0003033842 4.373767e-04 3.304571e-04 0.0005130346
[18,] 0.0003252324 0.0003000955 5.448684e-04 3.037242e-04 0.0002086832
[19,] 0.0004934985 0.0004892996 4.631575e-04 7.818722e-04 0.0006107260
[20,] 0.0005399889 0.0005728860 4.015112e-04 1.064776e-03 0.0003366808
[21,] 0.0005161993 0.0001559809 2.597643e-04 2.100049e-04 0.0005114014
[,11] [,12] [,13] [,14] [,15]
[1,] 6.354989e-04 4.848910e-04 0.0001304570 3.022050e-04 4.406155e-04
[2,] 1.030805e-04 4.089064e-04 0.0003282199 6.120800e-04 4.664556e-04
[3,] 2.116375e-04 7.576294e-04 0.0002764868 3.822614e-04 3.028667e-04
[4,] 2.939252e-04 3.694439e-04 0.0006001385 4.062380e-04 3.416939e-04
[5,] 3.066150e-06 2.548367e-04 0.0001110339 5.161931e-04 2.205691e-04
[6,] 1.713933e-04 2.827819e-04 0.0002354823 3.047019e-04 6.623985e-04
[7,] 5.058242e-04 8.792980e-04 0.0006316330 7.142048e-04 1.068549e-03
[8,] 7.652694e-04 3.867651e-04 0.0002183373 2.929320e-04 3.329102e-04
[9,] 5.736487e-04 5.449631e-04 0.0003339671 3.818841e-04 5.349169e-04
[10,] 7.183495e-04 3.061978e-04 0.0001292073 3.075222e-04 1.767506e-04
[11,] 1.095457e-03 2.360418e-04 0.0001053015 1.287099e-04 2.507401e-04
[12,] 2.360418e-04 1.638270e-03 0.0004761083 8.155179e-04 9.520111e-04
[13,] 1.053015e-04 4.761083e-04 0.0014120850 2.918993e-04 5.221017e-04
[14,] 1.287099e-04 8.155179e-04 0.0002918993 1.601433e-03 7.607755e-04
[15,] 2.507401e-04 9.520111e-04 0.0005221017 7.607755e-04 1.728808e-03
[16,] 3.259419e-04 8.933070e-04 0.0003351606 4.722255e-04 6.352700e-04
[17,] 2.258234e-04 3.189966e-04 0.0001774220 3.426430e-04 8.507645e-05
[18,] 3.412301e-04 3.520174e-04 0.0002307829 3.587954e-05 3.314236e-04
[19,] 3.483552e-04 5.709602e-04 0.0002905545 9.107817e-04 5.868172e-04
[20,] 4.162964e-04 6.569933e-04 0.0003601311 5.128423e-04 8.315401e-04
[21,] 3.203275e-04 8.104277e-05 0.0001796005 2.713080e-04 3.432581e-04
[,16] [,17] [,18] [,19] [,20]
[1,] 5.615340e-04 2.657088e-04 2.539180e-04 0.0005975976 0.0005391523
[2,] 2.062509e-04 1.385843e-04 2.503942e-05 0.0003847111 0.0002356209
[3,] 5.319594e-04 7.070134e-04 3.831389e-04 0.0005597349 0.0004123386
[4,] 4.577893e-04 3.594403e-04 1.757285e-04 0.0009951346 0.0006353813
[5,] 1.855316e-04 1.705285e-04 1.111084e-04 0.0003942800 0.0002340805
[6,] 3.197038e-04 3.423557e-04 3.252324e-04 0.0004934985 0.0005399889
[7,] 5.806718e-04 3.033842e-04 3.000955e-04 0.0004892996 0.0005728860
[8,] 5.702923e-04 4.373767e-04 5.448684e-04 0.0004631575 0.0004015112
[9,] 8.745371e-04 3.304571e-04 3.037242e-04 0.0007818722 0.0010647764
[10,] 3.711308e-04 5.130346e-04 2.086832e-04 0.0006107260 0.0003366808
[11,] 3.259419e-04 2.258234e-04 3.412301e-04 0.0003483552 0.0004162964
[12,] 8.933070e-04 3.189966e-04 3.520174e-04 0.0005709602 0.0006569933
[13,] 3.351606e-04 1.774220e-04 2.307829e-04 0.0002905545 0.0003601311
[14,] 4.722255e-04 3.426430e-04 3.587954e-05 0.0009107817 0.0005128423
[15,] 6.352700e-04 8.507645e-05 3.314236e-04 0.0005868172 0.0008315401
[16,] 1.815778e-03 1.593929e-04 4.435823e-04 0.0008161650 0.0010984076
[17,] 1.593929e-04 1.284653e-03 3.534202e-04 0.0006703988 0.0001603725
[18,] 4.435823e-04 3.534202e-04 9.484849e-04 0.0001866630 0.0004338891
[19,] 8.161650e-04 6.703988e-04 1.866630e-04 0.0020466051 0.0010073351
[20,] 1.098408e-03 1.603725e-04 4.338891e-04 0.0010073351 0.0016866111
[21,] 5.837058e-05 5.632637e-04 3.272104e-04 0.0004892206 0.0002115278
[,21]
[1,] 2.714302e-04
[2,] 1.195848e-04
[3,] 3.704439e-04
[4,] 2.956231e-04
[5,] 2.230986e-04
[6,] 5.161993e-04
[7,] 1.559809e-04
[8,] 2.597643e-04
[9,] 2.100049e-04
[10,] 5.114014e-04
[11,] 3.203275e-04
[12,] 8.104277e-05
[13,] 1.796005e-04
[14,] 2.713080e-04
[15,] 3.432581e-04
[16,] 5.837058e-05
[17,] 5.632637e-04
[18,] 3.272104e-04
[19,] 4.892206e-04
[20,] 2.115278e-04
[21,] 9.677864e-04
$covHi
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0007936386 0.0004303348 0.0004343871 0.0004279487 0.0004653750
[2,] 0.0004303348 0.0009277628 0.0004418741 0.0005147918 0.0005365340
[3,] 0.0004343871 0.0004418741 0.0007830148 0.0004287359 0.0005138697
[4,] 0.0004279487 0.0005147918 0.0004287359 0.0006750199 0.0005097711
[5,] 0.0004653750 0.0005365340 0.0005138697 0.0005097711 0.0008657743
[6,] 0.0004398289 0.0004324170 0.0003986552 0.0004105594 0.0004411029
[7,] 0.0003926113 0.0004640153 0.0003907992 0.0004252847 0.0004690683
[,6] [,7]
[1,] 0.0004398289 0.0003926113
[2,] 0.0004324170 0.0004640153
[3,] 0.0003986552 0.0003907992
[4,] 0.0004105594 0.0004252847
[5,] 0.0004411029 0.0004690683
[6,] 0.0006177435 0.0003637520
[7,] 0.0003637520 0.0005604125
$covH
[,1]
[1,] 0.0004901546
$Groups
$Groups$`0`
$Groups$`0`$Hij
Na2 0% ci Na4 0% ci Na5 0% ci Na7 0% ci Na9
Na2 0.441 (0.117) 0.508 (0.114) 0.543 (0.092) 0.518
Na4 0.441 (0.117) 0.371 (0.106) 0.720 (0.088) 0.552
Na5 0.508 (0.114) 0.371 (0.106) 0.401 (0.123) 0.599
Na7 0.543 (0.092) 0.720 (0.088) 0.401 (0.123) 0.512
Na9 0.518 (0.110) 0.552 (0.116) 0.599 (0.087) 0.512 (0.111)
Na12 0.569 (0.091) 0.581 (0.106) 0.430 (0.109) 0.603 (0.081) 0.345
Na13 0.588 (0.079) 0.779 (0.058) 0.404 (0.098) 0.809 (0.047) 0.598
0% ci Na12 0% ci Na13 0% ci
Na2 (0.110) 0.569 (0.091) 0.588 (0.079)
Na4 (0.116) 0.581 (0.106) 0.779 (0.058)
Na5 (0.087) 0.430 (0.109) 0.404 (0.098)
Na7 (0.111) 0.603 (0.081) 0.809 (0.047)
Na9 0.345 (0.122) 0.598 (0.111)
Na12 (0.122) 0.710 (0.075)
Na13 (0.111) 0.710 (0.075)
$Groups$`0`$Hi
Item H se
Na2 0.530 (0.065)
Na4 0.583 (0.067)
Na5 0.449 (0.084)
Na7 0.608 (0.058)
Na9 0.527 (0.084)
Na12 0.544 (0.065)
Na13 0.648 (0.049)
$Groups$`0`$H
Scale H se
0.557 (0.057)
$Groups$`1`
$Groups$`1`$Hij
Na2 0% ci Na4 0% ci Na5 0% ci Na7 0% ci Na9
Na2 0.373 (0.052) 0.523 (0.041) 0.445 (0.050) 0.456
Na4 0.373 (0.052) 0.451 (0.052) 0.647 (0.043) 0.490
Na5 0.523 (0.041) 0.451 (0.052) 0.514 (0.042) 0.578
Na7 0.445 (0.050) 0.647 (0.043) 0.514 (0.042) 0.560
Na9 0.456 (0.048) 0.490 (0.049) 0.578 (0.041) 0.560 (0.046)
Na12 0.513 (0.039) 0.612 (0.043) 0.482 (0.042) 0.646 (0.040) 0.444
Na13 0.461 (0.045) 0.708 (0.038) 0.531 (0.045) 0.699 (0.036) 0.532
0% ci Na12 0% ci Na13 0% ci
Na2 (0.048) 0.513 (0.039) 0.461 (0.045)
Na4 (0.049) 0.612 (0.043) 0.708 (0.038)
Na5 (0.041) 0.482 (0.042) 0.531 (0.045)
Na7 (0.046) 0.646 (0.040) 0.699 (0.036)
Na9 0.444 (0.048) 0.532 (0.043)
Na12 (0.048) 0.666 (0.035)
Na13 (0.043) 0.666 (0.035)
$Groups$`1`$Hi
Item H se
Na2 0.467 (0.031)
Na4 0.547 (0.034)
Na5 0.512 (0.029)
Na7 0.583 (0.029)
Na9 0.509 (0.031)
Na12 0.555 (0.027)
Na13 0.601 (0.027)
$Groups$`1`$H
Scale H se
0.538 (0.024)
coefH(itemsScores[, Si], group.var = male)
$Hij
Si1 se Si3 se Si6 se Si8 se Si10
Si1 0.671 (0.036) 0.515 (0.043) 0.566 (0.040) 0.588
Si3 0.671 (0.036) 0.277 (0.049) 0.469 (0.044) 0.468
Si6 0.515 (0.043) 0.277 (0.049) 0.595 (0.039) 0.551
Si8 0.566 (0.040) 0.469 (0.044) 0.595 (0.039) 0.611
Si10 0.588 (0.039) 0.468 (0.042) 0.551 (0.040) 0.611 (0.034)
Si11 0.543 (0.040) 0.403 (0.044) 0.493 (0.043) 0.516 (0.041) 0.554
Si14 0.506 (0.041) 0.410 (0.044) 0.526 (0.040) 0.680 (0.033) 0.523
se Si11 se Si14 se
Si1 (0.039) 0.543 (0.040) 0.506 (0.041)
Si3 (0.042) 0.403 (0.044) 0.410 (0.044)
Si6 (0.040) 0.493 (0.043) 0.526 (0.040)
Si8 (0.034) 0.516 (0.041) 0.680 (0.033)
Si10 0.554 (0.038) 0.523 (0.039)
Si11 (0.038) 0.451 (0.045)
Si14 (0.039) 0.451 (0.045)
$Hi
Item H se
Si1 0.566 (0.026)
Si3 0.451 (0.031)
Si6 0.494 (0.031)
Si8 0.573 (0.025)
Si10 0.549 (0.024)
Si11 0.494 (0.029)
Si14 0.518 (0.028)
$H
Scale H se
0.521 (0.022)
$covHij
[,1] [,2] [,3] [,4] [,5]
[1,] 1.326234e-03 3.148230e-05 0.0003423128 0.0003894712 0.0004268642
[2,] 3.148230e-05 1.822688e-03 0.0007018545 0.0005715538 0.0004868289
[3,] 3.423128e-04 7.018545e-04 0.0015823404 0.0008274935 0.0004407275
[4,] 3.894712e-04 5.715538e-04 0.0008274935 0.0014996080 0.0005850977
[5,] 4.268642e-04 4.868289e-04 0.0004407275 0.0005850977 0.0016027152
[6,] 2.387396e-04 5.128700e-04 0.0008772929 0.0006510906 0.0003378176
[7,] 7.331617e-04 1.451832e-03 0.0006355201 0.0005320106 0.0004183089
[8,] 5.533883e-04 4.994686e-04 0.0009478469 0.0005276416 0.0001007506
[9,] 5.041181e-04 4.236027e-04 0.0005162177 0.0008249585 0.0002356199
[10,] 6.626651e-04 2.863598e-04 0.0001412691 0.0002272101 0.0008740511
[11,] 5.745834e-04 3.584135e-04 0.0005068683 0.0004482119 0.0001233220
[12,] 1.370246e-04 8.228506e-04 0.0004681540 0.0003085023 0.0002401868
[13,] 1.395707e-04 8.293709e-04 0.0003388724 0.0003648660 0.0001140969
[14,] 4.144024e-05 8.137073e-04 0.0003217256 0.0001090130 0.0005304653
[15,] 1.065186e-04 6.932608e-04 0.0003275542 0.0003227576 0.0003272020
[16,] 1.929262e-04 3.007363e-04 0.0004967575 0.0003867450 0.0001979057
[17,] 2.143675e-05 3.543813e-04 0.0007628287 0.0003646496 0.0006124136
[18,] 7.494426e-05 2.210940e-04 0.0003861432 0.0001951433 0.0001821352
[19,] 3.410130e-05 7.432037e-05 0.0002758960 0.0004158360 0.0005040973
[20,] 1.856760e-04 3.876625e-04 0.0003531423 0.0003934886 0.0002614172
[21,] 8.913423e-06 4.811298e-04 0.0004626634 0.0003652616 0.0006662474
[,6] [,7] [,8] [,9] [,10]
[1,] 0.0002387396 0.0007331617 5.533883e-04 5.041181e-04 6.626651e-04
[2,] 0.0005128700 0.0014518319 4.994686e-04 4.236027e-04 2.863598e-04
[3,] 0.0008772929 0.0006355201 9.478469e-04 5.162177e-04 1.412691e-04
[4,] 0.0006510906 0.0005320106 5.276416e-04 8.249585e-04 2.272101e-04
[5,] 0.0003378176 0.0004183089 1.007506e-04 2.356199e-04 8.740511e-04
[6,] 0.0016939188 0.0004890351 4.983521e-04 4.158569e-04 1.352208e-04
[7,] 0.0004890351 0.0024468732 1.108801e-03 8.892630e-04 9.209044e-04
[8,] 0.0004983521 0.0011088006 1.939729e-03 8.865508e-04 6.959694e-04
[9,] 0.0004158569 0.0008892630 8.865508e-04 1.769998e-03 7.871405e-04
[10,] 0.0001352208 0.0009209044 6.959694e-04 7.871405e-04 1.962134e-03
[11,] 0.0009287999 0.0009070149 1.138977e-03 7.359981e-04 6.945996e-04
[12,] 0.0002803957 0.0008456847 1.058809e-04 1.867356e-04 1.212024e-04
[13,] 0.0003489007 0.0008222433 2.101908e-04 3.210863e-06 -5.547986e-05
[14,] 0.0003795883 0.0008492032 2.005457e-04 -7.892562e-05 1.296154e-04
[15,] 0.0005283547 0.0006696172 4.552146e-05 1.926017e-04 1.761486e-04
[16,] 0.0003371062 0.0003824320 3.805428e-04 3.653072e-04 2.514581e-04
[17,] 0.0004406999 0.0003950374 5.975313e-04 3.519937e-04 5.951065e-04
[18,] 0.0004454892 0.0002034270 3.908572e-04 1.849098e-04 1.161549e-04
[19,] 0.0002515276 0.0001121089 2.721215e-04 3.210100e-04 5.052162e-04
[20,] 0.0007914413 0.0003963630 3.066623e-04 3.802799e-04 3.333191e-04
[21,] 0.0007611678 0.0004232794 2.941310e-04 3.603859e-04 5.613659e-04
[,11] [,12] [,13] [,14] [,15]
[1,] 5.745834e-04 1.370246e-04 1.395707e-04 4.144024e-05 1.065186e-04
[2,] 3.584135e-04 8.228506e-04 8.293709e-04 8.137073e-04 6.932608e-04
[3,] 5.068683e-04 4.681540e-04 3.388724e-04 3.217256e-04 3.275542e-04
[4,] 4.482119e-04 3.085023e-04 3.648660e-04 1.090130e-04 3.227576e-04
[5,] 1.233220e-04 2.401868e-04 1.140969e-04 5.304653e-04 3.272020e-04
[6,] 9.287999e-04 2.803957e-04 3.489007e-04 3.795883e-04 5.283547e-04
[7,] 9.070149e-04 8.456847e-04 8.222433e-04 8.492032e-04 6.696172e-04
[8,] 1.138977e-03 1.058809e-04 2.101908e-04 2.005457e-04 4.552146e-05
[9,] 7.359981e-04 1.867356e-04 3.210863e-06 -7.892562e-05 1.926017e-04
[10,] 6.945996e-04 1.212024e-04 -5.547986e-05 1.296154e-04 1.761486e-04
[11,] 1.918183e-03 4.847524e-05 2.123517e-04 2.278268e-04 1.062812e-04
[12,] 4.847524e-05 1.552705e-03 7.503131e-04 6.928588e-04 8.604778e-04
[13,] 2.123517e-04 7.503131e-04 1.589336e-03 8.930087e-04 4.930575e-04
[14,] 2.278268e-04 6.928588e-04 8.930087e-04 1.867909e-03 3.592243e-04
[15,] 1.062812e-04 8.604778e-04 4.930575e-04 3.592243e-04 1.594745e-03
[16,] 2.805824e-04 4.085177e-04 4.861942e-04 2.032543e-04 2.278487e-04
[17,] 3.219529e-04 3.801083e-04 2.342123e-04 6.915337e-04 1.881575e-04
[18,] 3.939816e-04 3.522066e-04 1.303340e-04 8.959822e-05 5.339055e-04
[19,] 3.241841e-04 9.995056e-05 3.974028e-04 5.274966e-04 5.290067e-05
[20,] 5.817733e-04 2.659919e-04 3.289984e-04 1.601106e-04 6.777408e-04
[21,] 5.490426e-04 2.610918e-04 2.200481e-04 7.613368e-04 6.030693e-04
[,16] [,17] [,18] [,19] [,20]
[1,] 0.0001929262 2.143675e-05 7.494426e-05 3.410130e-05 0.0001856760
[2,] 0.0003007363 3.543813e-04 2.210940e-04 7.432037e-05 0.0003876625
[3,] 0.0004967575 7.628287e-04 3.861432e-04 2.758960e-04 0.0003531423
[4,] 0.0003867450 3.646496e-04 1.951433e-04 4.158360e-04 0.0003934886
[5,] 0.0001979057 6.124136e-04 1.821352e-04 5.040973e-04 0.0002614172
[6,] 0.0003371062 4.406999e-04 4.454892e-04 2.515276e-04 0.0007914413
[7,] 0.0003824320 3.950374e-04 2.034270e-04 1.121089e-04 0.0003963630
[8,] 0.0003805428 5.975313e-04 3.908572e-04 2.721215e-04 0.0003066623
[9,] 0.0003653072 3.519937e-04 1.849098e-04 3.210100e-04 0.0003802799
[10,] 0.0002514581 5.951065e-04 1.161549e-04 5.052162e-04 0.0003333191
[11,] 0.0002805824 3.219529e-04 3.939816e-04 3.241841e-04 0.0005817733
[12,] 0.0004085177 3.801083e-04 3.522066e-04 9.995056e-05 0.0002659919
[13,] 0.0004861942 2.342123e-04 1.303340e-04 3.974028e-04 0.0003289984
[14,] 0.0002032543 6.915337e-04 8.959822e-05 5.274966e-04 0.0001601106
[15,] 0.0002278487 1.881575e-04 5.339055e-04 5.290067e-05 0.0006777408
[16,] 0.0011319410 6.597845e-04 3.378432e-04 2.733794e-04 0.0005961831
[17,] 0.0006597845 1.709023e-03 3.148906e-04 7.107327e-04 0.0004110028
[18,] 0.0003378432 3.148906e-04 1.121554e-03 1.553415e-04 0.0005613125
[19,] 0.0002733794 7.107327e-04 1.553415e-04 1.477243e-03 0.0002347616
[20,] 0.0005961831 4.110028e-04 5.613125e-04 2.347616e-04 0.0015446835
[21,] 0.0004232531 1.089428e-03 4.414152e-04 6.733900e-04 0.0008475472
[,21]
[1,] 8.913423e-06
[2,] 4.811298e-04
[3,] 4.626634e-04
[4,] 3.652616e-04
[5,] 6.662474e-04
[6,] 7.611678e-04
[7,] 4.232794e-04
[8,] 2.941310e-04
[9,] 3.603859e-04
[10,] 5.613659e-04
[11,] 5.490426e-04
[12,] 2.610918e-04
[13,] 2.200481e-04
[14,] 7.613368e-04
[15,] 6.030693e-04
[16,] 4.232531e-04
[17,] 1.089428e-03
[18,] 4.414152e-04
[19,] 6.733900e-04
[20,] 8.475472e-04
[21,] 1.985525e-03
$covHi
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0006807785 0.0005123966 0.0004796531 0.0004503299 0.0004347937
[2,] 0.0005123966 0.0009839775 0.0004356884 0.0004590853 0.0004434675
[3,] 0.0004796531 0.0004356884 0.0009666859 0.0004585805 0.0004173673
[4,] 0.0004503299 0.0004590853 0.0004585805 0.0006409695 0.0004226465
[5,] 0.0004347937 0.0004434675 0.0004173673 0.0004226465 0.0005748214
[6,] 0.0004140468 0.0004309778 0.0004171204 0.0004103270 0.0004028547
[7,] 0.0004442039 0.0004375897 0.0004333364 0.0004463414 0.0004259015
[,6] [,7]
[1,] 0.0004140468 0.0004442039
[2,] 0.0004309778 0.0004375897
[3,] 0.0004171204 0.0004333364
[4,] 0.0004103270 0.0004463414
[5,] 0.0004028547 0.0004259015
[6,] 0.0008178897 0.0004142683
[7,] 0.0004142683 0.0007626027
$covH
[,1]
[1,] 0.0004876375
$Groups
$Groups$`0`
$Groups$`0`$Hij
Si1 0% ci Si3 0% ci Si6 0% ci Si8 0% ci Si10
Si1 0.598 (0.119) 0.354 (0.122) 0.512 (0.114) 0.627
Si3 0.598 (0.119) -0.058 (0.149) 0.215 (0.142) 0.195
Si6 0.354 (0.122) -0.058 (0.149) 0.571 (0.117) 0.556
Si8 0.512 (0.114) 0.215 (0.142) 0.571 (0.117) 0.671
Si10 0.627 (0.094) 0.195 (0.133) 0.556 (0.115) 0.671 (0.083)
Si11 0.563 (0.102) 0.173 (0.134) 0.400 (0.139) 0.514 (0.114) 0.696
Si14 0.347 (0.117) 0.137 (0.146) 0.471 (0.125) 0.641 (0.096) 0.411
0% ci Si11 0% ci Si14 0% ci
Si1 (0.094) 0.563 (0.102) 0.347 (0.117)
Si3 (0.133) 0.173 (0.134) 0.137 (0.146)
Si6 (0.115) 0.400 (0.139) 0.471 (0.125)
Si8 (0.083) 0.514 (0.114) 0.641 (0.096)
Si10 0.696 (0.094) 0.411 (0.109)
Si11 (0.094) 0.413 (0.134)
Si14 (0.109) 0.413 (0.134)
$Groups$`0`$Hi
Item H se
Si1 0.498 (0.076)
Si3 0.205 (0.113)
Si6 0.388 (0.096)
Si8 0.523 (0.065)
Si10 0.526 (0.063)
Si11 0.462 (0.087)
Si14 0.404 (0.084)
$Groups$`0`$H
Scale H se
0.431 (0.070)
$Groups$`1`
$Groups$`1`$Hij
Si1 0% ci Si3 0% ci Si6 0% ci Si8 0% ci Si10
Si1 0.681 (0.038) 0.547 (0.044) 0.574 (0.042) 0.580
Si3 0.681 (0.038) 0.337 (0.050) 0.510 (0.045) 0.511
Si6 0.547 (0.044) 0.337 (0.050) 0.599 (0.041) 0.551
Si8 0.574 (0.042) 0.510 (0.045) 0.599 (0.041) 0.601
Si10 0.580 (0.043) 0.511 (0.043) 0.551 (0.042) 0.601 (0.037)
Si11 0.537 (0.044) 0.438 (0.046) 0.512 (0.043) 0.517 (0.044) 0.529
Si14 0.532 (0.043) 0.449 (0.044) 0.534 (0.042) 0.685 (0.036) 0.542
0% ci Si11 0% ci Si14 0% ci
Si1 (0.043) 0.537 (0.044) 0.532 (0.043)
Si3 (0.043) 0.438 (0.046) 0.449 (0.044)
Si6 (0.042) 0.512 (0.043) 0.534 (0.042)
Si8 (0.037) 0.517 (0.044) 0.685 (0.036)
Si10 0.529 (0.042) 0.542 (0.042)
Si11 (0.042) 0.457 (0.047)
Si14 (0.042) 0.457 (0.047)
$Groups$`1`$Hi
Item H se
Si1 0.576 (0.028)
Si3 0.489 (0.031)
Si6 0.514 (0.032)
Si8 0.581 (0.027)
Si10 0.552 (0.026)
Si11 0.498 (0.030)
Si14 0.535 (0.029)
$Groups$`1`$H
Scale H se
0.536 (0.023)
coefH(itemsScores[, ], group.var = male)
$Hij
Si1 se Na2 se Si3 se Na4 se Na5
Si1 0.050 (0.049) 0.671 (0.036) 0.219 (0.051) 0.092
Na2 0.050 (0.049) -0.062 (0.047) 0.391 (0.048) 0.522
Si3 0.671 (0.036) -0.062 (0.047) 0.097 (0.053) -0.059
Na4 0.219 (0.051) 0.391 (0.048) 0.097 (0.053) 0.439
Na5 0.092 (0.049) 0.522 (0.039) -0.059 (0.046) 0.439 (0.047)
Si6 0.515 (0.043) 0.270 (0.048) 0.277 (0.049) 0.450 (0.044) 0.368
Na7 0.211 (0.050) 0.465 (0.045) 0.114 (0.049) 0.661 (0.039) 0.499
Si8 0.566 (0.040) 0.176 (0.048) 0.469 (0.044) 0.318 (0.048) 0.165
Na9 0.112 (0.050) 0.468 (0.045) 0.033 (0.050) 0.503 (0.045) 0.581
Si10 0.588 (0.039) 0.156 (0.048) 0.468 (0.042) 0.242 (0.048) 0.172
Si11 0.543 (0.040) 0.129 (0.050) 0.403 (0.044) 0.225 (0.051) 0.188
Na12 0.172 (0.048) 0.532 (0.035) 0.042 (0.047) 0.616 (0.040) 0.475
Na13 0.212 (0.052) 0.493 (0.040) 0.091 (0.052) 0.725 (0.033) 0.508
Si14 0.506 (0.041) 0.104 (0.049) 0.410 (0.044) 0.337 (0.047) 0.148
se Si6 se Na7 se Si8 se Na9 se
Si1 (0.049) 0.515 (0.043) 0.211 (0.050) 0.566 (0.040) 0.112 (0.050)
Na2 (0.039) 0.270 (0.048) 0.465 (0.045) 0.176 (0.048) 0.468 (0.045)
Si3 (0.046) 0.277 (0.049) 0.114 (0.049) 0.469 (0.044) 0.033 (0.050)
Na4 (0.047) 0.450 (0.044) 0.661 (0.039) 0.318 (0.048) 0.503 (0.045)
Na5 0.368 (0.047) 0.499 (0.040) 0.165 (0.049) 0.581 (0.038)
Si6 (0.047) 0.468 (0.044) 0.595 (0.039) 0.392 (0.046)
Na7 (0.040) 0.468 (0.044) 0.355 (0.046) 0.555 (0.043)
Si8 (0.049) 0.595 (0.039) 0.355 (0.046) 0.277 (0.049)
Na9 (0.038) 0.392 (0.046) 0.555 (0.043) 0.277 (0.049)
Si10 (0.046) 0.551 (0.040) 0.314 (0.047) 0.611 (0.034) 0.230 (0.048)
Si11 (0.047) 0.493 (0.043) 0.260 (0.049) 0.516 (0.041) 0.181 (0.049)
Na12 (0.040) 0.357 (0.043) 0.648 (0.036) 0.249 (0.045) 0.440 (0.045)
Na13 (0.042) 0.413 (0.045) 0.722 (0.031) 0.315 (0.047) 0.548 (0.041)
Si14 (0.048) 0.526 (0.040) 0.356 (0.046) 0.680 (0.033) 0.273 (0.049)
Si10 se Si11 se Na12 se Na13 se Si14
Si1 0.588 (0.039) 0.543 (0.040) 0.172 (0.048) 0.212 (0.052) 0.506
Na2 0.156 (0.048) 0.129 (0.050) 0.532 (0.035) 0.493 (0.040) 0.104
Si3 0.468 (0.042) 0.403 (0.044) 0.042 (0.047) 0.091 (0.052) 0.410
Na4 0.242 (0.048) 0.225 (0.051) 0.616 (0.040) 0.725 (0.033) 0.337
Na5 0.172 (0.046) 0.188 (0.047) 0.475 (0.040) 0.508 (0.042) 0.148
Si6 0.551 (0.040) 0.493 (0.043) 0.357 (0.043) 0.413 (0.045) 0.526
Na7 0.314 (0.047) 0.260 (0.049) 0.648 (0.036) 0.722 (0.031) 0.356
Si8 0.611 (0.034) 0.516 (0.041) 0.249 (0.045) 0.315 (0.047) 0.680
Na9 0.230 (0.048) 0.181 (0.049) 0.440 (0.045) 0.548 (0.041) 0.273
Si10 0.554 (0.038) 0.230 (0.046) 0.224 (0.048) 0.523
Si11 0.554 (0.038) 0.197 (0.046) 0.236 (0.053) 0.451
Na12 0.230 (0.046) 0.197 (0.046) 0.685 (0.031) 0.245
Na13 0.224 (0.048) 0.236 (0.053) 0.685 (0.031) 0.310
Si14 0.523 (0.039) 0.451 (0.045) 0.245 (0.045) 0.310 (0.046)
se
Si1 (0.041)
Na2 (0.049)
Si3 (0.044)
Na4 (0.047)
Na5 (0.048)
Si6 (0.040)
Na7 (0.046)
Si8 (0.033)
Na9 (0.049)
Si10 (0.039)
Si11 (0.045)
Na12 (0.045)
Na13 (0.046)
Si14
$Hi
Item H se
Si1 0.347 (0.026)
Na2 0.280 (0.028)
Si3 0.225 (0.029)
Na4 0.403 (0.026)
Na5 0.310 (0.027)
Si6 0.437 (0.024)
Na7 0.433 (0.024)
Si8 0.409 (0.024)
Na9 0.354 (0.026)
Si10 0.374 (0.024)
Si11 0.338 (0.026)
Na12 0.367 (0.024)
Na13 0.423 (0.024)
Si14 0.376 (0.024)
$H
Scale H se
0.361 (0.018)
$covHij
[,1] [,2] [,3] [,4] [,5]
[1,] 2.434238e-03 -1.495269e-04 8.594139e-04 1.257516e-03 4.151211e-04
[2,] -1.495269e-04 1.326234e-03 -6.211550e-06 -3.789549e-04 3.148230e-05
[3,] 8.594139e-04 -6.211550e-06 2.622031e-03 7.594278e-04 7.551575e-04
[4,] 1.257516e-03 -3.789549e-04 7.594278e-04 2.433117e-03 4.008195e-04
[5,] 4.151211e-04 3.148230e-05 7.551575e-04 4.008195e-04 1.822688e-03
[6,] 8.610112e-04 -1.630711e-05 1.566734e-03 8.526865e-04 7.492925e-04
[7,] 2.709405e-04 3.423128e-04 5.212472e-04 9.950627e-05 7.018545e-04
[8,] 1.103668e-03 -1.706341e-04 1.228477e-03 1.402898e-03 6.821965e-04
[9,] 2.110546e-04 3.894712e-04 3.677207e-04 3.772704e-05 5.715538e-04
[10,] 3.702751e-05 4.268642e-04 2.485208e-04 -1.191778e-05 4.868289e-04
[11,] 1.151212e-03 -9.101252e-05 1.181871e-03 9.432152e-04 3.951396e-04
[12,] 1.040878e-03 -3.500551e-05 1.877626e-03 1.022770e-03 6.377324e-04
[13,] 1.772294e-04 2.387396e-04 5.810354e-04 1.084298e-04 5.128700e-04
[14,] 1.505274e-03 2.103932e-04 4.141674e-04 6.282812e-04 2.144128e-04
[15,] 5.245784e-04 -1.249220e-04 -1.451571e-04 3.953097e-04 2.473014e-05
[16,] 1.356779e-04 -1.063259e-04 1.104419e-04 8.579419e-05 -7.437012e-06
[17,] 1.050261e-03 -1.487516e-04 3.614334e-04 5.303926e-04 -2.722630e-05
[18,] 3.542381e-04 -1.054809e-04 7.103924e-06 2.698007e-04 -5.128920e-05
[19,] 1.307711e-03 5.072716e-05 2.642618e-04 5.563795e-04 1.209411e-04
[20,] 2.656278e-04 -6.468823e-05 1.936449e-04 1.125675e-04 -3.852466e-05
[21,] 1.337394e-03 7.973286e-06 5.521338e-04 5.820986e-04 1.927765e-04
[22,] 1.353143e-03 -3.549755e-05 3.516577e-04 6.938719e-04 2.531976e-05
[23,] 3.145673e-04 -1.649429e-04 5.109162e-05 3.531082e-04 -5.732922e-05
[24,] 4.183864e-04 -1.253598e-04 -8.004636e-06 3.629808e-04 -5.859445e-05
[25,] 1.055036e-03 -3.216684e-05 2.348789e-04 4.484452e-04 1.243449e-04
[26,] 4.028604e-04 4.239013e-04 1.741616e-03 3.539726e-04 4.566631e-04
[27,] 6.384266e-04 3.417927e-04 3.878872e-04 1.353818e-03 1.786841e-04
[28,] 1.478353e-04 7.331617e-04 4.631666e-04 1.152104e-05 1.451832e-03
[29,] 4.424294e-04 4.109802e-04 8.953324e-04 4.008604e-04 4.969152e-04
[30,] 1.777531e-04 5.533883e-04 2.843017e-04 -9.110099e-05 4.994686e-04
[31,] 5.617561e-04 1.688257e-04 5.601073e-04 7.549291e-04 4.328453e-04
[32,] 8.691149e-05 5.041181e-04 2.096599e-04 -7.374291e-05 4.236027e-04
[33,] 5.693732e-05 6.626651e-04 2.950461e-05 -5.335879e-05 2.863598e-04
[34,] 5.785526e-04 3.079035e-04 7.451123e-04 5.072114e-04 2.968744e-04
[35,] 5.504606e-04 3.785055e-04 1.172784e-03 4.600633e-04 4.481258e-04
[36,] 5.825737e-06 5.745834e-04 3.454125e-04 -1.464405e-04 3.584135e-04
[37,] 3.648446e-04 -1.474616e-04 -2.473914e-04 6.153476e-04 4.206993e-05
[38,] 4.423817e-04 -8.222259e-05 1.075266e-03 4.703075e-04 3.387502e-04
[39,] 2.160853e-04 -5.427949e-05 3.127918e-05 3.459440e-04 1.558594e-04
[40,] 2.938853e-04 3.974018e-05 1.082763e-03 2.722079e-04 2.399818e-04
[41,] 3.590014e-04 -1.211744e-04 -7.827564e-05 3.729310e-04 8.423477e-06
[42,] 5.881346e-04 1.068661e-04 1.535035e-03 4.164136e-04 5.262943e-04
[43,] 3.819032e-04 -3.591748e-05 1.484208e-03 4.278047e-04 4.092308e-04
[44,] 2.610635e-04 -3.475434e-06 1.397773e-04 2.243270e-04 1.645992e-04
[45,] 1.540091e-04 -1.788314e-05 4.454794e-05 1.066920e-04 8.508835e-05
[46,] 2.496438e-04 6.629115e-05 1.133468e-03 1.877287e-04 9.014975e-05
[47,] 5.162332e-04 -3.077021e-04 3.339470e-04 1.143457e-03 -1.196333e-04
[48,] 2.686081e-04 -1.773492e-04 1.087970e-04 3.553610e-04 8.517616e-05
[49,] 5.627835e-04 -1.539524e-04 2.285180e-04 1.348592e-03 3.714875e-04
[50,] 1.017129e-04 -4.104462e-05 9.834629e-05 1.807792e-04 2.407260e-05
[51,] 5.826099e-04 -1.216401e-04 3.796085e-04 1.171845e-03 3.023066e-04
[52,] 6.603283e-04 -1.604907e-04 3.766725e-04 1.138396e-03 1.936556e-04
[53,] 3.834807e-04 -5.440377e-05 5.268493e-05 4.424806e-04 3.230096e-05
[54,] 3.763377e-04 -1.991902e-04 -7.556787e-05 5.514414e-04 5.227489e-05
[55,] 4.500508e-04 -1.925890e-04 1.529525e-04 1.127649e-03 1.785393e-04
[56,] 3.282473e-04 -9.166534e-05 5.897628e-04 3.641356e-04 1.232471e-04
[57,] 2.096189e-04 1.370246e-04 3.034857e-04 3.954278e-04 8.228506e-04
[58,] 4.225693e-04 -1.174585e-04 3.133533e-04 6.270530e-04 -1.915143e-04
[59,] 2.973053e-04 1.395707e-04 5.007641e-04 3.355178e-04 8.293709e-04
[60,] 5.614288e-05 4.144024e-05 3.508089e-04 2.384237e-04 8.137073e-04
[61,] 4.578122e-04 -3.688540e-05 7.242965e-04 4.236678e-04 2.216164e-04
[62,] 3.703761e-04 -8.945349e-05 7.075276e-04 4.110976e-04 2.115934e-04
[63,] 2.159809e-04 1.065186e-04 2.532768e-04 2.393660e-04 6.932608e-04
[64,] 3.927272e-04 3.091324e-05 6.009505e-04 3.275164e-04 2.235335e-04
[65,] 2.736992e-04 -1.559309e-04 6.225207e-05 2.659073e-04 -5.897097e-06
[66,] 4.145575e-04 9.274789e-05 8.202686e-04 3.890856e-04 1.050143e-04
[67,] 4.243077e-04 -3.879917e-05 9.414010e-04 3.886163e-04 1.351608e-04
[68,] 5.739569e-05 -2.081439e-06 1.430015e-04 1.221103e-04 8.960287e-06
[69,] 1.087919e-04 -8.363185e-05 1.756905e-04 1.515136e-04 4.598911e-05
[70,] 2.990100e-04 -1.070358e-05 3.148289e-04 2.271875e-04 8.816004e-05
[71,] 4.070164e-04 -2.024539e-05 2.856767e-04 6.264584e-04 2.508110e-04
[72,] 1.523195e-04 1.929262e-04 2.781751e-04 1.143907e-04 3.007363e-04
[73,] 1.827666e-04 2.143675e-05 4.222991e-04 2.373517e-04 3.543813e-04
[74,] 5.159228e-04 1.378940e-04 6.509199e-04 4.603671e-04 2.420143e-04
[75,] 4.534827e-04 5.356350e-05 8.304524e-04 3.619599e-04 1.871328e-04
[76,] 8.345225e-05 7.494426e-05 2.500463e-04 5.666443e-05 2.210940e-04
[77,] 4.988681e-04 -9.575360e-05 4.960393e-04 6.129141e-04 2.821682e-04
[78,] 4.310888e-04 -7.338444e-05 4.468038e-04 6.915526e-04 2.078427e-04
[79,] 3.076940e-04 -1.235019e-04 1.875076e-04 3.398605e-04 1.420498e-04
[80,] 1.936897e-04 -1.103800e-04 8.744742e-05 1.824383e-04 1.118073e-04
[81,] 3.304466e-04 -5.949212e-05 1.794516e-04 5.328099e-04 1.034532e-04
[82,] 2.228441e-04 3.410130e-05 2.570520e-04 2.291484e-04 7.432037e-05
[83,] 5.641693e-04 6.756096e-05 8.067309e-04 4.625405e-04 2.200324e-04
[84,] 6.503953e-04 2.776909e-05 1.201146e-03 4.802323e-04 4.351540e-04
[85,] 2.798848e-04 1.856760e-04 3.236686e-04 7.468312e-05 3.876625e-04
[86,] 5.639359e-04 9.609410e-05 7.017259e-04 2.606768e-04 9.445223e-05
[87,] 4.390979e-04 -4.869332e-05 1.143457e-03 4.871396e-04 3.901570e-04
[88,] 2.107497e-04 8.913423e-06 4.882554e-04 3.134183e-04 4.811298e-04
[89,] 2.560965e-04 -1.696488e-05 1.537692e-04 2.283208e-04 3.141594e-05
[90,] 4.023267e-04 2.280926e-05 5.232473e-04 3.191116e-04 1.418941e-04
[91,] 3.649586e-04 -2.568160e-05 6.674159e-04 2.341908e-04 1.614424e-04
[,6] [,7] [,8] [,9] [,10]
[1,] 8.610112e-04 2.709405e-04 1.103668e-03 2.110546e-04 3.702751e-05
[2,] -1.630711e-05 3.423128e-04 -1.706341e-04 3.894712e-04 4.268642e-04
[3,] 1.566734e-03 5.212472e-04 1.228477e-03 3.677207e-04 2.485208e-04
[4,] 8.526865e-04 9.950627e-05 1.402898e-03 3.772704e-05 -1.191778e-05
[5,] 7.492925e-04 7.018545e-04 6.821965e-04 5.715538e-04 4.868289e-04
[6,] 2.495428e-03 5.304598e-04 1.227389e-03 4.594352e-04 2.742019e-04
[7,] 5.304598e-04 1.582340e-03 3.640450e-04 8.274935e-04 4.407275e-04
[8,] 1.227389e-03 3.640450e-04 2.476326e-03 1.951859e-04 8.803063e-05
[9,] 4.594352e-04 8.274935e-04 1.951859e-04 1.499608e-03 5.850977e-04
[10,] 2.742019e-04 4.407275e-04 8.803063e-05 5.850977e-04 1.602715e-03
[11,] 1.244302e-03 1.679508e-04 7.715104e-04 6.603075e-05 1.316761e-05
[12,] 1.653860e-03 4.049841e-04 1.455224e-03 1.158197e-04 1.147257e-04
[13,] 5.726972e-04 8.772929e-04 2.736575e-04 6.510906e-04 3.378176e-04
[14,] 4.422446e-04 2.596868e-04 5.379961e-04 1.838939e-04 1.266358e-04
[15,] 7.259195e-05 -1.076720e-04 3.673829e-04 1.070006e-04 -3.972183e-05
[16,] 9.792398e-05 -7.089612e-05 4.378708e-05 -3.921125e-05 5.471853e-05
[17,] 2.813407e-04 2.764372e-05 4.512041e-04 1.013147e-04 -1.087456e-04
[18,] -3.220654e-05 -2.556625e-05 2.633130e-04 -4.125693e-05 -3.625286e-05
[19,] 3.770148e-04 4.779977e-06 4.429790e-04 8.950706e-05 6.757008e-05
[20,] 1.385205e-04 4.589113e-05 1.192035e-04 1.202262e-05 -4.224384e-05
[21,] 4.017834e-04 1.031206e-04 5.232444e-04 5.943174e-05 1.288776e-04
[22,] 3.847078e-04 1.535463e-04 4.337809e-04 1.894539e-04 6.474339e-05
[23,] -2.611508e-05 -6.889827e-05 2.219140e-04 -1.740593e-05 -2.353009e-05
[24,] 3.100937e-05 -1.916054e-05 1.788917e-04 1.442088e-04 -1.061887e-04
[25,] 2.779199e-04 4.139062e-05 3.559571e-04 2.518992e-04 1.754678e-04
[26,] 9.025829e-04 3.567334e-04 5.294416e-04 3.170068e-04 1.376873e-04
[27,] 4.298573e-04 8.524933e-05 7.432633e-04 9.819519e-05 9.736127e-05
[28,] 4.879909e-04 6.355201e-04 3.343953e-04 5.320106e-04 4.183089e-04
[29,] 1.576017e-03 3.736013e-04 5.326265e-04 4.067034e-04 1.762397e-04
[30,] 3.279896e-04 9.478469e-04 2.396375e-04 5.276416e-04 1.007506e-04
[31,] 5.602045e-04 2.909830e-04 1.353583e-03 1.237943e-04 6.279909e-05
[32,] 3.200737e-04 5.162177e-04 1.635959e-05 8.249585e-04 2.356199e-04
[33,] 1.289309e-04 1.412691e-04 -2.394365e-05 2.272101e-04 8.740511e-04
[34,] 7.895158e-04 2.584998e-04 3.293757e-04 2.006959e-04 2.393043e-04
[35,] 9.898819e-04 3.582856e-04 6.838458e-04 1.741513e-04 8.621703e-05
[36,] 3.067381e-04 5.068683e-04 1.454051e-04 4.482119e-04 1.233220e-04
[37,] 2.008105e-04 -1.470502e-04 3.583948e-04 -3.382729e-05 1.258577e-06
[38,] 6.936510e-04 1.783529e-04 4.773327e-04 2.346092e-04 9.563899e-05
[39,] 4.115926e-04 5.105237e-05 2.586723e-04 7.124854e-05 1.256434e-04
[40,] 6.536034e-04 9.340387e-05 3.728271e-04 1.780312e-04 1.872403e-04
[41,] 9.829584e-05 -5.916905e-05 4.398194e-04 -2.133379e-05 -9.946754e-05
[42,] 8.918051e-04 2.873137e-04 5.631096e-04 3.278734e-04 2.338325e-04
[43,] 9.744126e-04 4.044501e-04 4.820406e-04 2.707952e-04 2.116042e-04
[44,] 2.470625e-04 9.523070e-05 2.855332e-04 1.313836e-04 9.896634e-05
[45,] 2.868396e-04 9.007996e-05 2.423307e-04 2.142104e-04 1.051367e-04
[46,] 3.506026e-04 1.578406e-04 2.343840e-04 1.521825e-04 2.309473e-04
[47,] 3.208695e-04 1.719368e-04 6.723434e-04 1.368972e-04 3.264438e-05
[48,] 5.298733e-05 -7.488060e-05 2.951431e-04 -2.772116e-05 7.727217e-07
[49,] 3.387152e-04 5.413386e-05 6.742701e-04 1.355583e-04 1.735262e-04
[50,] 1.311898e-04 4.145494e-05 1.688549e-04 -5.547263e-06 1.053597e-04
[51,] 3.895218e-04 1.184954e-04 6.250941e-04 8.114014e-05 1.888825e-04
[52,] 3.573339e-04 1.726939e-04 6.588833e-04 2.052258e-04 -1.861462e-05
[53,] 8.495001e-05 -3.953305e-05 3.104284e-04 -1.636742e-06 -1.697123e-04
[54,] 1.340375e-04 -9.695942e-05 2.082157e-04 2.884206e-05 -7.135432e-06
[55,] 2.170470e-04 3.275639e-05 5.674202e-04 9.049763e-05 2.841912e-04
[56,] 7.873099e-04 9.615214e-05 3.384266e-04 -6.625455e-05 -5.461738e-05
[57,] 3.283319e-04 4.681540e-04 3.829058e-04 3.085023e-04 2.401868e-04
[58,] 2.179648e-04 1.514600e-04 9.198969e-04 5.425926e-05 -8.855674e-05
[59,] 2.181407e-04 3.388724e-04 3.535483e-04 3.648660e-04 1.140969e-04
[60,] 1.981478e-04 3.217256e-04 2.426756e-04 1.090130e-04 5.304653e-04
[61,] 5.207248e-04 1.903031e-04 4.648308e-04 1.532005e-04 2.982326e-05
[62,] 5.548686e-04 1.258785e-04 6.074667e-04 1.932428e-04 1.283901e-04
[63,] 1.990748e-04 3.275542e-04 2.338496e-04 3.227576e-04 3.272020e-04
[64,] 1.044349e-03 1.322764e-04 2.652025e-04 2.269856e-04 1.758308e-04
[65,] 1.264120e-06 -1.132724e-04 4.041462e-04 -1.161885e-04 -8.940085e-05
[66,] 1.249145e-03 2.748883e-04 3.930427e-04 1.509566e-04 1.875768e-05
[67,] 1.199657e-03 3.236846e-04 3.686262e-04 3.475023e-05 -3.503024e-06
[68,] 2.935687e-04 3.605831e-05 1.460396e-04 1.888430e-04 -4.274896e-05
[69,] 1.517784e-04 -5.908439e-05 2.021830e-04 1.265708e-04 5.755952e-05
[70,] 1.004981e-03 8.425732e-05 1.023468e-04 3.206675e-04 2.725050e-04
[71,] 1.923564e-04 -1.693882e-04 8.083714e-04 1.933054e-04 1.201104e-04
[72,] 3.209676e-04 4.967575e-04 3.219887e-04 3.867450e-04 1.979057e-04
[73,] 3.874605e-04 7.628287e-04 3.556311e-04 3.646496e-04 6.124136e-04
[74,] 6.248343e-04 1.607363e-04 2.708119e-04 3.221256e-04 1.446027e-04
[75,] 5.226246e-04 1.320957e-04 4.532569e-04 2.378641e-04 8.209289e-05
[76,] 2.367913e-04 3.861432e-04 2.349581e-04 1.951433e-04 1.821352e-04
[77,] 3.634520e-04 2.639326e-04 1.090717e-03 6.145277e-05 1.076141e-04
[78,] 3.500399e-04 3.365269e-04 1.035806e-03 1.604210e-04 2.202664e-05
[79,] 1.293833e-04 -5.428948e-05 4.908508e-04 1.498595e-04 -4.017423e-05
[80,] 7.356076e-05 -2.867182e-05 4.071606e-04 1.059201e-04 3.249284e-05
[81,] 1.998421e-05 9.317990e-05 8.374106e-04 1.785230e-04 1.724038e-04
[82,] 1.265919e-04 2.758960e-04 1.950711e-04 4.158360e-04 5.040973e-04
[83,] 8.053222e-04 3.274834e-04 5.233561e-04 1.417132e-04 1.124932e-04
[84,] 9.361472e-04 3.420286e-04 7.259378e-04 3.283635e-04 2.613518e-04
[85,] 4.629423e-04 3.531423e-04 2.693401e-04 3.934886e-04 2.614172e-04
[86,] 5.509018e-04 1.944809e-04 3.373056e-04 1.213739e-04 1.462931e-04
[87,] 9.202240e-04 2.754473e-04 6.266739e-04 2.561741e-04 3.419183e-04
[88,] 5.118179e-04 4.626634e-04 3.342391e-04 3.652616e-04 6.662474e-04
[89,] 7.414652e-05 1.103730e-04 1.973514e-04 1.571687e-04 -2.784296e-05
[90,] 6.477588e-04 1.879430e-04 3.256455e-04 2.755797e-04 1.765123e-04
[91,] 4.531404e-04 2.363351e-04 4.256723e-04 2.889718e-04 2.680587e-04
[,11] [,12] [,13] [,14] [,15]
[1,] 1.151212e-03 1.040878e-03 1.772294e-04 1.505274e-03 5.245784e-04
[2,] -9.101252e-05 -3.500551e-05 2.387396e-04 2.103932e-04 -1.249220e-04
[3,] 1.181871e-03 1.877626e-03 5.810354e-04 4.141674e-04 -1.451571e-04
[4,] 9.432152e-04 1.022770e-03 1.084298e-04 6.282812e-04 3.953097e-04
[5,] 3.951396e-04 6.377324e-04 5.128700e-04 2.144128e-04 2.473014e-05
[6,] 1.244302e-03 1.653860e-03 5.726972e-04 4.422446e-04 7.259195e-05
[7,] 1.679508e-04 4.049841e-04 8.772929e-04 2.596868e-04 -1.076720e-04
[8,] 7.715104e-04 1.455224e-03 2.736575e-04 5.379961e-04 3.673829e-04
[9,] 6.603075e-05 1.158197e-04 6.510906e-04 1.838939e-04 1.070006e-04
[10,] 1.316761e-05 1.147257e-04 3.378176e-04 1.266358e-04 -3.972183e-05
[11,] 2.270707e-03 1.295938e-03 1.758578e-04 6.034928e-04 1.788702e-04
[12,] 1.295938e-03 2.705336e-03 3.905715e-04 5.320279e-04 5.455172e-05
[13,] 1.758578e-04 3.905715e-04 1.693919e-03 1.174797e-04 -1.470308e-04
[14,] 6.034928e-04 5.320279e-04 1.174797e-04 2.239498e-03 1.952462e-04
[15,] 1.788702e-04 5.455172e-05 -1.470308e-04 1.952462e-04 2.298914e-03
[16,] 2.226474e-04 1.322255e-04 -5.619034e-05 -1.140737e-04 3.556849e-04
[17,] 3.943512e-04 3.126967e-04 2.399795e-05 4.223194e-04 8.826219e-04
[18,] -1.762666e-05 7.797265e-06 -7.580121e-05 2.465320e-04 1.005278e-03
[19,] 4.846435e-04 4.030765e-04 -5.794975e-06 1.065540e-03 5.899302e-04
[20,] 1.729384e-04 2.812538e-05 -2.162077e-05 1.380929e-04 7.801401e-04
[21,] 5.544624e-04 6.313520e-04 2.014899e-04 9.725282e-04 3.780238e-04
[22,] 5.710367e-04 3.883534e-04 1.605339e-04 9.571380e-04 3.885684e-04
[23,] -8.204424e-06 1.280915e-04 -5.787234e-05 1.443124e-04 5.414757e-04
[24,] 1.933416e-04 -1.165096e-04 -4.836977e-05 2.912656e-04 1.032752e-03
[25,] 3.863016e-04 3.308994e-04 -6.014859e-05 8.363689e-04 6.534789e-04
[26,] 8.201857e-04 1.177930e-03 4.099503e-04 7.101253e-04 -3.761715e-04
[27,] 5.675788e-04 5.025063e-04 4.341735e-05 1.073767e-03 5.845911e-05
[28,] 2.991537e-04 4.232581e-04 4.890351e-04 4.962612e-04 -1.391124e-04
[29,] 8.607955e-04 9.827212e-04 3.225253e-04 7.728478e-04 -1.016301e-04
[30,] 2.362833e-04 2.972800e-04 4.983521e-04 3.034783e-04 -2.522457e-04
[31,] 3.821567e-04 7.135594e-04 1.584021e-04 9.453625e-04 3.586482e-05
[32,] 1.694330e-04 7.796945e-05 4.158569e-04 2.146558e-04 -7.913896e-05
[33,] 1.960490e-04 2.981468e-05 1.352208e-04 3.343720e-04 -1.239938e-04
[34,] 1.464822e-03 8.272920e-04 1.400569e-04 1.119494e-03 -8.296229e-05
[35,] 8.998225e-04 1.761202e-03 2.364439e-04 9.527153e-04 -1.998842e-04
[36,] 1.089253e-04 1.669941e-04 9.287999e-04 1.368016e-04 -1.504229e-04
[37,] 7.968852e-05 3.922345e-06 -2.043723e-04 9.152742e-05 9.265585e-04
[38,] 6.829233e-04 7.257352e-04 2.453567e-05 1.644243e-04 2.663926e-04
[39,] 1.764563e-04 2.794382e-04 -2.058999e-04 1.396809e-04 5.798666e-04
[40,] 6.274729e-04 8.365378e-04 1.480852e-04 1.943176e-04 7.336616e-05
[41,] 1.423004e-04 1.141367e-04 -2.057205e-04 1.335412e-04 6.313731e-04
[42,] 8.231956e-04 1.176962e-03 3.173046e-04 3.248728e-04 8.781090e-05
[43,] 7.721936e-04 1.107022e-03 4.322391e-04 2.453541e-04 4.097487e-05
[44,] 1.457938e-04 1.964991e-04 -2.583065e-05 5.504730e-05 1.151525e-03
[45,] 1.480426e-04 1.626770e-04 -3.336231e-05 -2.172860e-05 6.354989e-04
[46,] 4.723493e-04 6.416952e-04 6.282235e-05 2.526807e-04 -3.399836e-05
[47,] 3.204598e-04 3.363434e-04 2.870356e-05 8.363679e-05 5.715944e-04
[48,] 1.482037e-05 9.509445e-05 -1.273937e-04 7.654873e-05 4.848910e-04
[49,] 4.428872e-04 3.462299e-04 6.396238e-05 3.963728e-04 5.632036e-04
[50,] 1.190691e-04 -7.397069e-06 2.647493e-05 4.707860e-05 1.304570e-04
[51,] 4.395244e-04 4.722943e-04 9.752983e-05 3.898085e-04 3.417459e-04
[52,] 2.449497e-04 4.176278e-04 2.449861e-04 4.387653e-04 3.483783e-04
[53,] 2.645050e-05 1.224855e-04 -8.397161e-05 1.130279e-04 3.022050e-04
[54,] 1.620661e-04 -6.139460e-05 -1.494147e-04 1.581046e-04 4.406155e-04
[55,] 2.905789e-04 2.215228e-04 -1.055407e-05 2.901715e-04 5.034108e-04
[56,] 4.240055e-04 5.265243e-04 -1.973462e-05 8.129064e-05 1.718636e-04
[57,] 2.419264e-04 2.748425e-04 2.803957e-04 2.267123e-04 1.044837e-04
[58,] 2.867212e-04 4.582116e-04 -3.696440e-05 7.012806e-05 5.265334e-04
[59,] 2.577843e-04 3.970990e-04 3.489007e-04 1.363490e-04 2.338867e-05
[60,] 1.068804e-04 3.185129e-04 3.795883e-04 -5.973542e-07 -1.113856e-04
[61,] 9.448108e-04 5.387831e-04 7.372631e-05 3.745784e-05 4.211735e-04
[62,] 4.984559e-04 8.903271e-04 8.291508e-05 1.530548e-05 3.913382e-04
[63,] 1.663279e-04 2.523277e-04 5.283547e-04 1.833964e-04 8.145841e-05
[64,] 5.667517e-04 5.098512e-04 8.740936e-05 3.370508e-04 1.779514e-04
[65,] 2.314783e-05 6.793039e-05 -3.070003e-04 2.210559e-04 5.615340e-04
[66,] 7.844726e-04 9.073095e-04 3.795170e-04 2.884158e-04 -1.142100e-05
[67,] 5.679466e-04 8.628537e-04 4.388622e-04 4.073142e-04 -1.236788e-04
[68,] 1.837596e-05 1.019651e-05 9.269825e-05 -7.602563e-05 2.657088e-04
[69,] -1.334938e-06 4.496160e-05 -6.395378e-05 1.127173e-04 2.539180e-04
[70,] 5.769796e-04 4.180774e-04 2.091009e-05 2.592556e-04 2.183488e-04
[71,] 1.949516e-04 3.657622e-04 -1.299677e-05 3.245772e-04 4.657350e-04
[72,] 2.957613e-04 2.750270e-04 3.371062e-04 1.485347e-04 -4.162078e-05
[73,] 1.939835e-04 2.240768e-04 4.406999e-04 2.006041e-04 -1.054884e-04
[74,] 1.072458e-03 6.561468e-04 1.509383e-04 3.548702e-04 2.069393e-04
[75,] 6.430424e-04 1.008319e-03 2.220971e-04 3.921206e-04 2.005058e-04
[76,] 1.617460e-04 2.803045e-04 4.454892e-04 1.803916e-05 1.524861e-05
[77,] 4.719646e-04 6.868859e-04 1.950846e-04 4.667032e-04 2.952451e-04
[78,] 3.185011e-04 5.583918e-04 2.577983e-04 3.203463e-04 2.488363e-04
[79,] -2.020786e-05 1.126993e-04 -2.262926e-05 1.045991e-04 5.975976e-04
[80,] 8.155602e-05 -1.115190e-04 -5.880666e-05 1.214160e-04 5.391523e-04
[81,] 2.411488e-04 3.388258e-04 -2.091448e-04 2.575920e-04 4.131180e-04
[82,] 1.004035e-04 1.851582e-04 2.515276e-04 4.749048e-05 -1.274611e-04
[83,] 1.116957e-03 7.945022e-04 2.855706e-04 3.797462e-04 6.258191e-05
[84,] 8.028779e-04 1.369831e-03 4.078371e-04 4.394276e-04 4.561676e-05
[85,] 2.782243e-04 3.458777e-04 7.914413e-04 1.773808e-04 -1.288970e-04
[86,] 1.118878e-03 6.187172e-04 2.245810e-04 4.208504e-04 4.571628e-05
[87,] 6.926836e-04 1.432428e-03 4.456062e-04 3.878483e-04 4.345178e-05
[88,] 2.190328e-04 4.224989e-04 7.611678e-04 8.336977e-05 -2.748681e-04
[89,] 1.319493e-04 6.125549e-05 1.041810e-04 9.442602e-05 2.714302e-04
[90,] 8.869230e-04 5.812360e-04 1.489242e-04 3.179801e-04 2.653526e-04
[91,] 5.603101e-04 8.264530e-04 1.112237e-04 3.365833e-04 1.726714e-04
[,16] [,17] [,18] [,19] [,20]
[1,] 1.356779e-04 1.050261e-03 3.542381e-04 1.307711e-03 2.656278e-04
[2,] -1.063259e-04 -1.487516e-04 -1.054809e-04 5.072716e-05 -6.468823e-05
[3,] 1.104419e-04 3.614334e-04 7.103924e-06 2.642618e-04 1.936449e-04
[4,] 8.579419e-05 5.303926e-04 2.698007e-04 5.563795e-04 1.125675e-04
[5,] -7.437012e-06 -2.722630e-05 -5.128920e-05 1.209411e-04 -3.852466e-05
[6,] 9.792398e-05 2.813407e-04 -3.220654e-05 3.770148e-04 1.385205e-04
[7,] -7.089612e-05 2.764372e-05 -2.556625e-05 4.779977e-06 4.589113e-05
[8,] 4.378708e-05 4.512041e-04 2.633130e-04 4.429790e-04 1.192035e-04
[9,] -3.921125e-05 1.013147e-04 -4.125693e-05 8.950706e-05 1.202262e-05
[10,] 5.471853e-05 -1.087456e-04 -3.625286e-05 6.757008e-05 -4.224384e-05
[11,] 2.226474e-04 3.943512e-04 -1.762666e-05 4.846435e-04 1.729384e-04
[12,] 1.322255e-04 3.126967e-04 7.797265e-06 4.030765e-04 2.812538e-05
[13,] -5.619034e-05 2.399795e-05 -7.580121e-05 -5.794975e-06 -2.162077e-05
[14,] -1.140737e-04 4.223194e-04 2.465320e-04 1.065540e-03 1.380929e-04
[15,] 3.556849e-04 8.826219e-04 1.005278e-03 5.899302e-04 7.801401e-04
[16,] 1.522519e-03 4.599203e-04 4.450386e-04 1.265099e-04 7.497889e-04
[17,] 4.599203e-04 2.307746e-03 7.443346e-04 1.277715e-03 6.532186e-04
[18,] 4.450386e-04 7.443346e-04 2.014572e-03 6.530204e-04 8.348416e-04
[19,] 1.265099e-04 1.277715e-03 6.530204e-04 2.305896e-03 4.960829e-04
[20,] 7.497889e-04 6.532186e-04 8.348416e-04 4.960829e-04 2.001192e-03
[21,] 1.209043e-04 1.123705e-03 5.036421e-04 1.352802e-03 4.221705e-04
[22,] 2.171000e-04 9.879071e-04 3.804311e-04 1.186686e-03 2.579738e-04
[23,] 3.237255e-04 3.492951e-04 6.037465e-04 2.481017e-04 2.133779e-04
[24,] 4.223827e-04 6.142982e-04 9.859993e-04 4.848470e-04 7.096234e-04
[25,] 1.717620e-04 1.150020e-03 7.287224e-04 1.568352e-03 5.487626e-04
[26,] -8.235141e-05 2.635404e-05 -1.121926e-04 1.280289e-04 -3.815093e-05
[27,] -3.927015e-05 1.025299e-04 8.069866e-05 4.093618e-04 4.684601e-05
[28,] -1.630089e-04 -1.495922e-04 -1.025889e-04 1.086921e-04 -9.273332e-05
[29,] -8.918850e-05 -1.747415e-05 -2.256917e-04 2.815418e-04 4.064502e-05
[30,] -1.128983e-04 -6.752160e-05 -1.131045e-04 -2.276988e-04 -6.891229e-05
[31,] -7.225770e-05 4.531137e-05 1.331959e-04 3.154776e-04 -1.663269e-04
[32,] -6.860995e-05 -1.439083e-04 -7.131861e-05 -1.286011e-05 1.058377e-04
[33,] 1.979485e-05 -2.284058e-04 2.790297e-05 4.088010e-05 -5.534532e-05
[34,] -1.326255e-05 -3.464416e-05 -2.062816e-04 3.107838e-04 -2.216842e-06
[35,] -4.494398e-05 -6.889657e-05 -2.366458e-05 3.551764e-04 -2.985523e-05
[36,] -1.184796e-04 -4.893861e-05 -1.243967e-04 -2.047684e-04 -1.444134e-04
[37,] 2.924636e-04 5.295668e-04 5.067649e-04 5.314577e-04 1.641998e-04
[38,] 2.720641e-04 6.442679e-04 1.212412e-04 4.357867e-04 3.762525e-04
[39,] 2.057109e-04 1.872932e-04 3.789838e-04 3.094371e-04 4.366579e-04
[40,] 2.980821e-04 3.997932e-04 2.054059e-04 7.360580e-04 4.205278e-04
[41,] 2.724419e-05 4.404235e-04 5.297773e-04 5.053337e-04 3.579973e-04
[42,] 1.481157e-04 3.226959e-04 2.969387e-05 3.801391e-04 2.542661e-04
[43,] 2.110144e-04 1.511407e-04 -1.270899e-04 2.329103e-04 1.811093e-04
[44,] 1.166517e-04 3.975220e-04 2.853404e-04 2.430964e-04 4.386392e-04
[45,] 1.030805e-04 3.155206e-04 2.116375e-04 1.963554e-04 2.939252e-04
[46,] 2.286212e-04 3.250691e-04 1.941964e-04 4.745615e-04 3.139645e-04
[47,] 2.113706e-04 1.119695e-03 3.753357e-04 5.307179e-04 3.742964e-04
[48,] 4.089064e-04 4.112478e-04 7.576294e-04 2.798859e-04 3.694439e-04
[49,] 2.072351e-04 5.910809e-04 3.484291e-04 1.089884e-03 3.307130e-04
[50,] 3.282199e-04 3.446780e-04 2.764868e-04 2.453569e-04 6.001385e-04
[51,] 2.782611e-04 6.812378e-04 2.495373e-04 5.999607e-04 1.594486e-04
[52,] -3.454677e-06 5.617996e-04 1.826347e-04 5.169170e-04 5.893657e-05
[53,] 6.120800e-04 2.840184e-04 3.822614e-04 2.709401e-04 4.062380e-04
[54,] 4.664556e-04 1.923233e-04 3.028667e-04 2.043417e-04 3.416939e-04
[55,] 3.034743e-05 5.918349e-04 3.818460e-04 6.608309e-04 2.630253e-04
[56,] 1.644314e-04 8.145956e-04 3.492550e-04 4.100538e-04 1.557600e-04
[57,] -1.866188e-05 1.042770e-04 -1.289430e-05 3.835603e-04 -6.052701e-06
[58,] 2.851219e-04 9.869192e-04 2.346180e-04 4.560663e-04 4.811449e-04
[59,] 1.072802e-04 1.961675e-04 1.583087e-05 8.399464e-05 -1.121997e-04
[60,] 1.054907e-04 1.392026e-04 -1.299219e-04 7.294600e-05 -1.370451e-04
[61,] 1.767654e-04 1.089878e-03 4.580356e-04 6.931608e-04 3.430186e-04
[62,] 4.321130e-05 9.376918e-04 2.264486e-04 5.153253e-04 1.194264e-04
[63,] 1.038088e-04 8.346683e-05 1.201282e-04 2.711140e-04 1.779971e-05
[64,] 4.793710e-05 3.451388e-04 4.152191e-05 8.345163e-04 6.990500e-05
[65,] 2.062509e-04 2.300667e-04 5.319594e-04 2.473694e-04 4.577893e-04
[66,] 1.652584e-05 3.745701e-04 4.782612e-05 4.326162e-04 3.348856e-05
[67,] 3.679824e-05 2.117982e-04 1.728878e-04 4.097618e-04 8.675703e-05
[68,] 1.385843e-04 3.816931e-04 7.070134e-04 1.423545e-04 3.594403e-04
[69,] 2.503942e-05 2.135797e-04 3.831389e-04 1.558588e-04 1.757285e-04
[70,] 1.188137e-04 3.612516e-04 4.646864e-05 5.059745e-04 4.776733e-05
[71,] 1.193530e-04 4.147657e-04 1.535377e-04 7.792126e-04 -4.734776e-05
[72,] -4.521792e-05 -4.627985e-05 -3.792432e-05 1.088583e-04 7.421834e-05
[73,] 8.921634e-06 4.550798e-06 -3.986633e-06 9.825038e-05 7.640006e-05
[74,] 1.795997e-04 6.591946e-04 1.520975e-04 1.121700e-03 2.151466e-04
[75,] 5.337258e-05 5.107662e-04 1.905306e-04 9.443817e-04 1.095955e-04
[76,] -1.116285e-05 9.510091e-05 -9.096454e-06 2.537772e-05 -2.961374e-05
[77,] 5.484779e-05 2.675253e-04 1.348313e-04 4.829721e-04 1.347208e-04
[78,] 3.711407e-05 2.336511e-04 1.618654e-04 4.426264e-04 1.084088e-04
[79,] 3.847111e-04 4.023427e-04 5.597349e-04 3.292822e-04 9.951346e-04
[80,] 2.356209e-04 2.411244e-04 4.123386e-04 2.065456e-04 6.353813e-04
[81,] 8.617168e-05 2.890522e-04 1.540877e-04 4.911028e-04 -4.199251e-05
[82,] 1.140573e-04 6.571178e-05 2.610119e-06 -2.172210e-05 -9.174575e-05
[83,] 1.477177e-04 6.419199e-04 1.798067e-04 6.095220e-04 3.465161e-04
[84,] -3.711990e-05 5.087083e-04 3.175043e-05 5.452161e-04 4.588617e-05
[85,] -8.562638e-05 -4.310376e-05 -9.406534e-05 1.725948e-04 -1.462509e-04
[86,] 2.155394e-04 4.490439e-04 1.152408e-04 5.228230e-04 2.262251e-04
[87,] 8.206980e-05 3.164239e-04 4.329994e-05 5.466024e-04 1.663052e-05
[88,] -3.197288e-05 -4.963832e-05 -9.117521e-05 4.004093e-05 -4.993361e-05
[89,] 1.195848e-04 3.105713e-04 3.704439e-04 1.895252e-04 2.956231e-04
[90,] 2.077740e-04 6.102325e-04 2.108579e-04 6.119792e-04 2.790703e-04
[91,] 1.991470e-05 4.902528e-04 2.436524e-04 5.217462e-04 1.570608e-04
[,21] [,22] [,23] [,24] [,25]
[1,] 1.337394e-03 1.353143e-03 3.145673e-04 4.183864e-04 1.055036e-03
[2,] 7.973286e-06 -3.549755e-05 -1.649429e-04 -1.253598e-04 -3.216684e-05
[3,] 5.521338e-04 3.516577e-04 5.109162e-05 -8.004636e-06 2.348789e-04
[4,] 5.820986e-04 6.938719e-04 3.531082e-04 3.629808e-04 4.484452e-04
[5,] 1.927765e-04 2.531976e-05 -5.732922e-05 -5.859445e-05 1.243449e-04
[6,] 4.017834e-04 3.847078e-04 -2.611508e-05 3.100937e-05 2.779199e-04
[7,] 1.031206e-04 1.535463e-04 -6.889827e-05 -1.916054e-05 4.139062e-05
[8,] 5.232444e-04 4.337809e-04 2.219140e-04 1.788917e-04 3.559571e-04
[9,] 5.943174e-05 1.894539e-04 -1.740593e-05 1.442088e-04 2.518992e-04
[10,] 1.288776e-04 6.474339e-05 -2.353009e-05 -1.061887e-04 1.754678e-04
[11,] 5.544624e-04 5.710367e-04 -8.204424e-06 1.933416e-04 3.863016e-04
[12,] 6.313520e-04 3.883534e-04 1.280915e-04 -1.165096e-04 3.308994e-04
[13,] 2.014899e-04 1.605339e-04 -5.787234e-05 -4.836977e-05 -6.014859e-05
[14,] 9.725282e-04 9.571380e-04 1.443124e-04 2.912656e-04 8.363689e-04
[15,] 3.780238e-04 3.885684e-04 5.414757e-04 1.032752e-03 6.534789e-04
[16,] 1.209043e-04 2.171000e-04 3.237255e-04 4.223827e-04 1.717620e-04
[17,] 1.123705e-03 9.879071e-04 3.492951e-04 6.142982e-04 1.150020e-03
[18,] 5.036421e-04 3.804311e-04 6.037465e-04 9.859993e-04 7.287224e-04
[19,] 1.352802e-03 1.186686e-03 2.481017e-04 4.848470e-04 1.568352e-03
[20,] 4.221705e-04 2.579738e-04 2.133779e-04 7.096234e-04 5.487626e-04
[21,] 2.329914e-03 1.181664e-03 3.051902e-04 3.284335e-04 1.051622e-03
[22,] 1.181664e-03 2.461410e-03 2.528256e-04 3.377001e-04 9.453152e-04
[23,] 3.051902e-04 2.528256e-04 1.252743e-03 5.688558e-04 3.174315e-04
[24,] 3.284335e-04 3.377001e-04 5.688558e-04 1.584639e-03 4.874555e-04
[25,] 1.051622e-03 9.453152e-04 3.174315e-04 4.874555e-04 2.373477e-03
[26,] 2.855037e-04 1.977071e-04 -1.251963e-04 -2.016707e-04 1.851521e-04
[27,] 4.010765e-04 4.562917e-04 1.358204e-04 1.707700e-04 2.852410e-04
[28,] 3.947976e-05 -1.012006e-04 -2.181995e-04 -1.867947e-04 9.900604e-05
[29,] 2.612684e-04 3.521843e-04 -2.266594e-04 1.968499e-06 1.948555e-04
[30,] -3.233779e-06 4.911384e-05 -1.731616e-04 -5.225017e-05 -1.541767e-04
[31,] 4.834743e-04 3.141686e-04 3.659405e-05 8.193974e-05 2.279753e-04
[32,] -1.946275e-04 -1.339951e-04 -8.195591e-05 6.971793e-05 6.882587e-05
[33,] -1.084033e-04 -1.253990e-04 -3.282229e-05 -3.328305e-05 -8.065992e-06
[34,] 3.514297e-04 3.999419e-04 -1.610882e-04 3.783518e-05 2.801438e-04
[35,] 4.567616e-04 3.422022e-04 -4.200463e-05 -1.834349e-04 3.101380e-04
[36,] 2.593731e-05 -7.515502e-05 -1.091380e-04 -3.485674e-05 -2.398989e-04
[37,] 2.967985e-04 3.430944e-04 1.687561e-04 3.935561e-04 4.944774e-04
[38,] 3.063231e-04 1.276582e-04 1.297558e-04 2.385954e-04 4.057433e-04
[39,] 5.540999e-05 -3.834395e-05 2.382688e-05 1.920062e-04 3.610341e-04
[40,] 3.606487e-04 2.119420e-04 4.761212e-05 1.182147e-04 5.118638e-04
[41,] 3.026794e-04 2.848727e-04 2.259319e-04 3.838401e-04 4.831282e-04
[42,] 6.564901e-04 1.918456e-04 2.046238e-05 6.722969e-06 2.646992e-04
[43,] 2.109208e-04 5.923579e-04 1.647235e-05 1.270923e-05 4.863267e-05
[44,] 1.234946e-04 9.267926e-05 1.252333e-04 2.211614e-04 3.233059e-04
[45,] 6.265306e-05 1.148145e-04 3.066150e-06 1.713933e-04 2.713282e-04
[46,] 2.034534e-04 7.978946e-06 7.643792e-05 3.628455e-05 6.960356e-04
[47,] 6.195738e-04 5.566657e-04 1.480643e-04 1.933175e-04 5.847201e-04
[48,] 2.154578e-04 2.216830e-04 2.548367e-04 2.827819e-04 3.653682e-04
[49,] 6.084068e-04 5.505594e-04 2.720810e-04 2.797281e-04 6.742465e-04
[50,] 1.169219e-04 7.879896e-05 1.110339e-04 2.354823e-04 2.624458e-04
[51,] 1.113067e-03 6.715358e-04 2.476854e-04 1.266594e-04 4.007386e-04
[52,] 6.405134e-04 1.188742e-03 2.971968e-04 2.319913e-04 3.851319e-04
[53,] 2.512999e-04 3.692589e-04 5.161931e-04 3.047019e-04 3.569367e-04
[54,] 9.516638e-05 2.566463e-04 2.205691e-04 6.623985e-04 2.045968e-04
[55,] 3.903039e-04 3.945675e-04 2.934282e-04 2.114188e-04 9.968852e-04
[56,] 4.127688e-04 1.892116e-04 2.220061e-04 1.637341e-04 4.251240e-04
[57,] 2.310931e-05 8.177935e-05 7.764263e-05 1.190826e-04 2.808191e-04
[58,] 2.621751e-04 1.993972e-04 1.684361e-04 1.809562e-04 3.613378e-04
[59,] 3.900178e-04 1.726251e-04 1.603231e-04 1.029249e-04 7.107505e-05
[60,] 1.238088e-04 3.425904e-04 3.471273e-05 -7.456119e-05 2.627404e-05
[61,] 6.978286e-04 4.934063e-04 2.475653e-04 3.372308e-04 6.642445e-04
[62,] 5.084410e-04 2.744867e-04 1.867690e-04 2.315967e-04 5.263493e-04
[63,] 2.766329e-05 -4.482332e-06 1.491051e-04 1.021105e-04 4.198927e-04
[64,] 4.112145e-04 3.485220e-04 -3.619115e-05 1.308126e-04 5.283410e-04
[65,] 1.566165e-04 1.805512e-04 1.855316e-04 3.197038e-04 2.998005e-04
[66,] 7.963514e-04 3.878132e-04 7.485734e-05 -1.594416e-05 2.497100e-04
[67,] 4.423881e-04 8.833298e-04 9.283857e-05 1.423865e-05 1.978231e-04
[68,] 2.221737e-04 1.360573e-04 1.705285e-04 3.423557e-04 2.360755e-04
[69,] 7.424258e-05 9.070047e-05 1.111084e-04 3.252324e-04 2.587143e-04
[70,] 2.123859e-04 1.444557e-04 4.141727e-05 1.612865e-04 7.947400e-04
[71,] 4.639030e-04 3.855049e-04 1.318748e-04 1.246240e-04 5.028862e-04
[72,] 1.351708e-04 -7.513485e-06 1.573731e-06 -2.872092e-05 2.091899e-04
[73,] -1.877025e-05 2.509305e-04 3.267499e-05 8.444195e-05 1.072604e-04
[74,] 6.255712e-04 5.508861e-04 1.315709e-04 2.460832e-04 6.326076e-04
[75,] 5.570416e-04 5.163612e-04 1.348585e-04 2.590175e-04 5.669596e-04
[76,] 1.142101e-04 1.145618e-05 -6.449379e-05 -4.008447e-05 1.980521e-04
[77,] 8.564173e-04 2.884173e-04 2.454512e-04 8.457463e-05 2.072835e-04
[78,] 3.210241e-04 8.729078e-04 2.606904e-04 9.017625e-05 3.329950e-04
[79,] 4.108411e-04 3.455710e-04 3.942800e-04 4.934985e-04 4.504912e-04
[80,] 1.872189e-04 2.051497e-04 2.340805e-04 5.399889e-04 3.906391e-04
[81,] 1.660036e-04 2.774078e-04 2.144933e-04 1.729121e-04 8.830461e-04
[82,] 1.665779e-04 2.982958e-04 1.579096e-04 1.061966e-04 9.623174e-05
[83,] 1.079887e-03 6.712960e-04 8.074351e-05 1.612917e-05 3.832830e-04
[84,] 9.098631e-04 5.312082e-04 -1.017745e-05 3.734316e-05 3.603264e-04
[85,] 9.198488e-06 2.191827e-05 -7.244488e-05 -1.018133e-04 2.258744e-04
[86,] 6.651633e-04 1.094774e-03 7.983960e-05 1.567533e-04 3.855760e-04
[87,] 5.675823e-04 9.389819e-04 1.213915e-04 -1.100356e-05 3.074936e-04
[88,] 7.733711e-06 4.021428e-05 1.138626e-05 -4.718423e-05 1.686678e-04
[89,] 6.084476e-05 1.749182e-04 2.230986e-04 5.161993e-04 2.415462e-04
[90,] 3.666044e-04 3.813936e-04 4.439672e-05 2.081107e-04 1.055838e-03
[91,] 3.496910e-04 2.698810e-04 1.315343e-04 1.087335e-04 1.002831e-03
[,26] [,27] [,28] [,29] [,30]
[1,] 4.028604e-04 6.384266e-04 1.478353e-04 4.424294e-04 1.777531e-04
[2,] 4.239013e-04 3.417927e-04 7.331617e-04 4.109802e-04 5.533883e-04
[3,] 1.741616e-03 3.878872e-04 4.631666e-04 8.953324e-04 2.843017e-04
[4,] 3.539726e-04 1.353818e-03 1.152104e-05 4.008604e-04 -9.110099e-05
[5,] 4.566631e-04 1.786841e-04 1.451832e-03 4.969152e-04 4.994686e-04
[6,] 9.025829e-04 4.298573e-04 4.879909e-04 1.576017e-03 3.279896e-04
[7,] 3.567334e-04 8.524933e-05 6.355201e-04 3.736013e-04 9.478469e-04
[8,] 5.294416e-04 7.432633e-04 3.343953e-04 5.326265e-04 2.396375e-04
[9,] 3.170068e-04 9.819519e-05 5.320106e-04 4.067034e-04 5.276416e-04
[10,] 1.376873e-04 9.736127e-05 4.183089e-04 1.762397e-04 1.007506e-04
[11,] 8.201857e-04 5.675788e-04 2.991537e-04 8.607955e-04 2.362833e-04
[12,] 1.177930e-03 5.025063e-04 4.232581e-04 9.827212e-04 2.972800e-04
[13,] 4.099503e-04 4.341735e-05 4.890351e-04 3.225253e-04 4.983521e-04
[14,] 7.101253e-04 1.073767e-03 4.962612e-04 7.728478e-04 3.034783e-04
[15,] -3.761715e-04 5.845911e-05 -1.391124e-04 -1.016301e-04 -2.522457e-04
[16,] -8.235141e-05 -3.927015e-05 -1.630089e-04 -8.918850e-05 -1.128983e-04
[17,] 2.635404e-05 1.025299e-04 -1.495922e-04 -1.747415e-05 -6.752160e-05
[18,] -1.121926e-04 8.069866e-05 -1.025889e-04 -2.256917e-04 -1.131045e-04
[19,] 1.280289e-04 4.093618e-04 1.086921e-04 2.815418e-04 -2.276988e-04
[20,] -3.815093e-05 4.684601e-05 -9.273332e-05 4.064502e-05 -6.891229e-05
[21,] 2.855037e-04 4.010765e-04 3.947976e-05 2.612684e-04 -3.233779e-06
[22,] 1.977071e-04 4.562917e-04 -1.012006e-04 3.521843e-04 4.911384e-05
[23,] -1.251963e-04 1.358204e-04 -2.181995e-04 -2.266594e-04 -1.731616e-04
[24,] -2.016707e-04 1.707700e-04 -1.867947e-04 1.968499e-06 -5.225017e-05
[25,] 1.851521e-04 2.852410e-04 9.900604e-05 1.948555e-04 -1.541767e-04
[26,] 2.771084e-03 8.373953e-04 1.040266e-03 1.499360e-03 6.459573e-04
[27,] 8.373953e-04 2.144369e-03 6.744254e-04 1.001405e-03 3.343606e-04
[28,] 1.040266e-03 6.744254e-04 2.446873e-03 1.067007e-03 1.108801e-03
[29,] 1.499360e-03 1.001405e-03 1.067007e-03 2.445571e-03 7.562077e-04
[30,] 6.459573e-04 3.343606e-04 1.108801e-03 7.562077e-04 1.939729e-03
[31,] 1.082474e-03 1.265919e-03 8.244474e-04 1.207181e-03 6.151367e-04
[32,] 4.680349e-04 3.308770e-04 8.892630e-04 6.141307e-04 8.865508e-04
[33,] 4.207459e-04 4.923880e-04 9.209044e-04 5.233595e-04 6.959694e-04
[34,] 1.194463e-03 9.407893e-04 6.281782e-04 1.220205e-03 3.552279e-04
[35,] 1.828473e-03 1.064749e-03 9.501825e-04 1.725362e-03 6.565748e-04
[36,] 6.777389e-04 2.862384e-04 9.070149e-04 7.251224e-04 1.138977e-03
[37,] -2.349229e-04 2.209424e-04 -8.729550e-05 -2.227737e-05 -3.527531e-04
[38,] 6.869790e-04 2.148333e-04 2.792853e-04 3.668755e-04 9.605571e-05
[39,] 8.127699e-05 1.674579e-04 1.358738e-04 2.786305e-04 -5.409168e-05
[40,] 1.229119e-03 9.795767e-05 3.200738e-04 5.461885e-04 -2.491372e-05
[41,] -1.336608e-04 1.778969e-04 -2.013372e-05 1.699821e-05 -6.859287e-05
[42,] 1.397123e-03 2.591073e-04 5.312879e-04 8.017128e-04 1.659579e-04
[43,] 1.407677e-03 3.535995e-04 4.138018e-04 8.845388e-04 2.352214e-04
[44,] 4.797161e-05 1.057634e-04 1.307133e-04 1.014870e-04 -7.744179e-06
[45,] 3.496675e-05 -8.680711e-05 9.507576e-06 1.314458e-04 8.346879e-06
[46,] 1.200301e-03 1.275172e-04 1.210309e-04 2.462733e-04 -1.034419e-04
[47,] 4.715017e-05 4.472844e-04 -3.503772e-04 -1.882064e-05 -3.382654e-05
[48,] -3.977340e-05 2.013709e-04 -7.203922e-05 -1.625064e-04 -1.892352e-04
[49,] 1.081851e-05 9.090458e-04 1.549542e-04 1.948827e-04 -2.890665e-04
[50,] -6.463088e-05 8.624710e-05 -7.584368e-05 -1.436469e-04 -1.337330e-04
[51,] 2.099444e-04 7.769913e-04 1.129541e-04 2.065568e-04 -7.506035e-05
[52,] 2.932612e-04 7.767212e-04 -2.113004e-05 2.866021e-04 -3.204315e-05
[53,] -2.009852e-05 2.556612e-04 -4.803981e-05 -7.091522e-05 -6.387259e-05
[54,] -2.624854e-04 3.218421e-04 -1.952998e-04 -1.804580e-05 -2.050638e-04
[55,] 4.635630e-05 7.955894e-04 6.031762e-06 2.199737e-05 -2.926960e-04
[56,] 2.787750e-04 1.080426e-04 1.029100e-04 1.974472e-04 -9.811279e-05
[57,] 3.587091e-04 3.341789e-04 8.456847e-04 2.578954e-04 1.058809e-04
[58,] 4.090535e-05 2.027699e-04 -2.363521e-04 -1.168710e-04 2.788407e-05
[59,] 4.960629e-04 2.703083e-04 8.222433e-04 2.046956e-04 2.101908e-04
[60,] 3.758765e-04 1.587760e-04 8.492032e-04 1.938798e-04 2.005457e-04
[61,] 4.483235e-04 1.843270e-04 1.539441e-04 1.779725e-04 8.611920e-05
[62,] 2.347767e-04 1.795037e-05 8.481567e-05 5.101480e-05 -1.240063e-05
[63,] 1.713268e-04 1.715498e-04 6.696172e-04 1.935119e-05 4.552146e-05
[64,] 5.388786e-04 2.654087e-04 1.978493e-04 9.939335e-04 3.569025e-05
[65,] 1.446129e-05 8.842924e-05 -6.261747e-05 -9.396501e-05 -5.407679e-05
[66,] 7.529322e-04 2.557630e-04 1.570810e-04 9.304035e-04 8.855559e-05
[67,] 8.838734e-04 3.754429e-04 1.722247e-04 9.835968e-04 1.239684e-04
[68,] 5.767886e-05 3.822626e-05 -3.727107e-05 1.406571e-04 5.949110e-05
[69,] 9.587367e-05 1.064101e-04 -3.800555e-05 3.727412e-05 -6.030960e-05
[70,] 2.387115e-04 1.161608e-04 3.019499e-05 8.663425e-04 -1.120194e-05
[71,] 3.347867e-04 4.289733e-04 2.204183e-04 3.148773e-04 -2.662644e-04
[72,] 2.209446e-04 1.235044e-04 3.824320e-04 1.809824e-04 3.805428e-04
[73,] 3.248285e-04 2.122362e-04 3.950374e-04 2.455313e-04 5.975313e-04
[74,] 5.787230e-04 3.679482e-04 2.346975e-04 6.052458e-04 3.207141e-05
[75,] 7.402342e-04 2.473146e-04 2.011798e-04 4.987492e-04 -3.435716e-05
[76,] 9.220686e-05 -4.204844e-05 2.034270e-04 1.560117e-04 3.908572e-04
[77,] 3.848299e-04 4.224490e-04 2.394423e-04 1.876009e-04 1.151946e-05
[78,] 5.302483e-04 5.224100e-04 2.364142e-04 3.745190e-04 1.530780e-04
[79,] -4.734605e-05 2.130632e-04 -1.611969e-05 3.709332e-06 -1.010184e-04
[80,] -5.727739e-05 8.495642e-05 -3.900409e-06 -8.648243e-05 -4.889842e-05
[81,] 2.939823e-04 3.765575e-04 2.981580e-05 1.505920e-04 -1.035395e-05
[82,] 2.276060e-04 1.119717e-04 1.121089e-04 7.917514e-05 2.721215e-04
[83,] 6.033778e-04 3.956419e-04 8.230606e-05 6.240783e-04 1.530473e-04
[84,] 8.619629e-04 2.849998e-04 2.771694e-04 7.009282e-04 9.491714e-05
[85,] 2.529714e-04 -1.294356e-05 3.963630e-04 2.200309e-04 3.066623e-04
[86,] 6.036796e-04 2.676166e-04 3.413324e-05 4.535284e-04 4.833133e-05
[87,] 9.098015e-04 4.174651e-04 2.209339e-04 7.914253e-04 1.061460e-04
[88,] 3.942148e-04 1.607756e-04 4.232794e-04 2.395313e-04 2.941310e-04
[89,] 1.190678e-05 1.027392e-04 -1.817373e-05 -3.913319e-05 5.562046e-05
[90,] 5.062303e-04 2.273655e-04 1.420552e-04 5.985656e-04 9.093284e-05
[91,] 5.929217e-04 1.366522e-04 1.469423e-04 3.425734e-04 9.608099e-06
[,31] [,32] [,33] [,34] [,35]
[1,] 5.617561e-04 8.691149e-05 5.693732e-05 5.785526e-04 5.504606e-04
[2,] 1.688257e-04 5.041181e-04 6.626651e-04 3.079035e-04 3.785055e-04
[3,] 5.601073e-04 2.096599e-04 2.950461e-05 7.451123e-04 1.172784e-03
[4,] 7.549291e-04 -7.374291e-05 -5.335879e-05 5.072114e-04 4.600633e-04
[5,] 4.328453e-04 4.236027e-04 2.863598e-04 2.968744e-04 4.481258e-04
[6,] 5.602045e-04 3.200737e-04 1.289309e-04 7.895158e-04 9.898819e-04
[7,] 2.909830e-04 5.162177e-04 1.412691e-04 2.584998e-04 3.582856e-04
[8,] 1.353583e-03 1.635959e-05 -2.394365e-05 3.293757e-04 6.838458e-04
[9,] 1.237943e-04 8.249585e-04 2.272101e-04 2.006959e-04 1.741513e-04
[10,] 6.279909e-05 2.356199e-04 8.740511e-04 2.393043e-04 8.621703e-05
[11,] 3.821567e-04 1.694330e-04 1.960490e-04 1.464822e-03 8.998225e-04
[12,] 7.135594e-04 7.796945e-05 2.981468e-05 8.272920e-04 1.761202e-03
[13,] 1.584021e-04 4.158569e-04 1.352208e-04 1.400569e-04 2.364439e-04
[14,] 9.453625e-04 2.146558e-04 3.343720e-04 1.119494e-03 9.527153e-04
[15,] 3.586482e-05 -7.913896e-05 -1.239938e-04 -8.296229e-05 -1.998842e-04
[16,] -7.225770e-05 -6.860995e-05 1.979485e-05 -1.326255e-05 -4.494398e-05
[17,] 4.531137e-05 -1.439083e-04 -2.284058e-04 -3.464416e-05 -6.889657e-05
[18,] 1.331959e-04 -7.131861e-05 2.790297e-05 -2.062816e-04 -2.366458e-05
[19,] 3.154776e-04 -1.286011e-05 4.088010e-05 3.107838e-04 3.551764e-04
[20,] -1.663269e-04 1.058377e-04 -5.534532e-05 -2.216842e-06 -2.985523e-05
[21,] 4.834743e-04 -1.946275e-04 -1.084033e-04 3.514297e-04 4.567616e-04
[22,] 3.141686e-04 -1.339951e-04 -1.253990e-04 3.999419e-04 3.422022e-04
[23,] 3.659405e-05 -8.195591e-05 -3.282229e-05 -1.610882e-04 -4.200463e-05
[24,] 8.193974e-05 6.971793e-05 -3.328305e-05 3.783518e-05 -1.834349e-04
[25,] 2.279753e-04 6.882587e-05 -8.065992e-06 2.801438e-04 3.101380e-04
[26,] 1.082474e-03 4.680349e-04 4.207459e-04 1.194463e-03 1.828473e-03
[27,] 1.265919e-03 3.308770e-04 4.923880e-04 9.407893e-04 1.064749e-03
[28,] 8.244474e-04 8.892630e-04 9.209044e-04 6.281782e-04 9.501825e-04
[29,] 1.207181e-03 6.141307e-04 5.233595e-04 1.220205e-03 1.725362e-03
[30,] 6.151367e-04 8.865508e-04 6.959694e-04 3.552279e-04 6.565748e-04
[31,] 2.475513e-03 3.761523e-04 2.898802e-04 7.947582e-04 1.269028e-03
[32,] 3.761523e-04 1.769998e-03 7.871405e-04 3.710278e-04 4.065949e-04
[33,] 2.898802e-04 7.871405e-04 1.962134e-03 4.298840e-04 4.717300e-04
[34,] 7.947582e-04 3.710278e-04 4.298840e-04 2.193063e-03 1.331660e-03
[35,] 1.269028e-03 4.065949e-04 4.717300e-04 1.331660e-03 2.711806e-03
[36,] 5.609604e-04 7.359981e-04 6.945996e-04 3.143858e-04 5.176782e-04
[37,] 8.812057e-05 -1.465035e-04 -1.394663e-05 -3.169757e-05 -2.584095e-04
[38,] 2.101598e-04 2.015328e-04 8.179354e-05 4.065237e-04 2.879952e-04
[39,] 1.766692e-04 1.555826e-04 1.708822e-04 8.542807e-05 1.681927e-04
[40,] 4.051693e-04 9.285279e-05 8.911326e-05 5.161181e-04 7.495330e-04
[41,] 2.425751e-04 -2.203304e-05 1.011415e-05 -4.348205e-05 -4.009642e-05
[42,] 4.549706e-04 1.613066e-04 1.331993e-04 5.792099e-04 8.725951e-04
[43,] 5.699541e-04 1.301332e-04 8.159085e-05 6.212326e-04 8.777970e-04
[44,] 5.584413e-05 4.137389e-05 3.776080e-05 2.411617e-06 2.728132e-05
[45,] 7.446109e-05 9.296271e-05 -5.119518e-06 2.897146e-05 3.591305e-05
[46,] 3.386323e-04 4.783264e-05 1.330935e-04 4.413613e-04 5.841113e-04
[47,] 1.557329e-04 -7.362181e-05 -1.559015e-04 4.572966e-05 -1.248023e-04
[48,] -8.024931e-06 -1.411939e-04 -2.428599e-06 -1.326384e-04 -4.903878e-05
[49,] 3.994728e-04 -3.382743e-05 4.240320e-05 2.962338e-04 1.601256e-04
[50,] -2.267757e-04 -7.456143e-05 4.774838e-05 5.086545e-05 -1.645178e-04
[51,] 4.094410e-04 -2.523480e-04 -6.916955e-05 3.353442e-04 2.502547e-04
[52,] 4.861978e-04 -1.219055e-04 -3.410655e-04 2.063624e-04 3.177395e-04
[53,] 1.712569e-04 2.776678e-05 -9.199726e-05 -1.836687e-04 -4.665319e-05
[54,] 8.480931e-06 -7.263730e-05 1.193994e-05 -4.227854e-06 -2.640026e-04
[55,] 3.351702e-04 -1.485546e-04 1.686115e-05 1.609552e-04 5.570416e-05
[56,] 8.438966e-06 -1.380852e-04 -1.153768e-04 1.049914e-04 5.352317e-05
[57,] 4.093846e-04 1.867356e-04 1.212024e-04 2.366967e-04 2.707706e-04
[58,] 1.604135e-04 -1.376047e-05 -8.647280e-05 -2.126802e-05 -4.564268e-06
[59,] 3.662788e-04 3.210863e-06 -5.547986e-05 1.271986e-04 3.189985e-04
[60,] 3.241351e-04 -7.892562e-05 1.296154e-04 7.535877e-05 2.094890e-04
[61,] 1.199683e-04 -3.773561e-05 -9.056410e-05 4.209062e-04 2.088702e-04
[62,] 1.266456e-04 9.459609e-07 -7.621244e-05 1.625667e-04 2.208422e-04
[63,] 8.798154e-05 1.926017e-04 1.761486e-04 1.227599e-04 1.488296e-04
[64,] 4.025855e-04 5.588817e-05 5.048915e-05 5.312536e-04 5.182758e-04
[65,] 2.756967e-04 -1.829459e-04 -3.292043e-05 -3.252771e-05 -7.320194e-05
[66,] 2.392071e-04 -7.852219e-05 -8.314733e-05 5.730998e-04 7.195887e-04
[67,] 4.176816e-04 -1.111591e-04 -3.708695e-05 4.463172e-04 7.789939e-04
[68,] 7.318294e-05 1.684242e-04 -4.812804e-05 -3.961877e-05 -6.782152e-05
[69,] 6.865918e-05 9.640942e-05 5.988001e-05 -2.203444e-05 2.455881e-05
[70,] 2.266365e-04 9.101098e-05 7.320740e-05 5.272804e-04 3.389672e-04
[71,] 8.909573e-04 -5.766386e-05 -2.527666e-05 1.804176e-04 3.300513e-04
[72,] 1.573110e-04 3.653072e-04 2.514581e-04 2.053696e-04 1.848275e-04
[73,] 2.467452e-04 3.519937e-04 5.951065e-04 1.409958e-04 1.899323e-04
[74,] 2.653728e-04 1.861676e-04 6.117040e-05 8.724104e-04 5.958783e-04
[75,] 4.102845e-04 1.773172e-05 -9.429444e-06 5.369112e-04 9.634838e-04
[76,] 2.049359e-04 1.849098e-04 1.161549e-04 1.366076e-04 1.570667e-04
[77,] 9.083017e-04 -1.687964e-04 -5.140217e-05 3.828932e-04 5.025729e-04
[78,] 9.852056e-04 -2.936870e-05 -9.914306e-05 2.127564e-04 5.403215e-04
[79,] 2.263825e-04 1.505068e-04 -1.121798e-04 -1.398280e-04 -9.924334e-05
[80,] 2.332506e-04 6.951068e-05 4.688755e-05 -6.005687e-05 -2.128371e-04
[81,] 9.387250e-04 -9.112348e-05 -7.861218e-05 2.874987e-04 3.240680e-04
[82,] 1.315161e-04 3.210100e-04 5.052162e-04 7.535804e-05 6.078216e-05
[83,] 4.539456e-04 -5.923004e-05 -2.286877e-05 8.033732e-04 6.445321e-04
[84,] 5.219777e-04 -5.857861e-05 -2.314284e-05 5.868757e-04 1.025772e-03
[85,] 6.882152e-05 3.802799e-04 3.333191e-04 1.622422e-04 2.069958e-04
[86,] 2.456143e-04 -2.349140e-05 -5.932680e-05 8.850351e-04 5.755967e-04
[87,] 6.050836e-04 -5.616074e-05 1.172726e-04 6.023898e-04 1.200529e-03
[88,] 1.319280e-04 3.603859e-04 5.613659e-04 1.181571e-04 2.521868e-04
[89,] 2.719833e-05 1.326604e-04 7.887696e-06 1.508571e-05 -7.102333e-05
[90,] 3.635345e-04 1.170242e-04 6.612668e-05 7.234630e-04 5.262495e-04
[91,] 3.929317e-04 5.163223e-05 8.477411e-05 4.794893e-04 7.770183e-04
[,36] [,37] [,38] [,39] [,40]
[1,] 5.825737e-06 3.648446e-04 4.423817e-04 2.160853e-04 2.938853e-04
[2,] 5.745834e-04 -1.474616e-04 -8.222259e-05 -5.427949e-05 3.974018e-05
[3,] 3.454125e-04 -2.473914e-04 1.075266e-03 3.127918e-05 1.082763e-03
[4,] -1.464405e-04 6.153476e-04 4.703075e-04 3.459440e-04 2.722079e-04
[5,] 3.584135e-04 4.206993e-05 3.387502e-04 1.558594e-04 2.399818e-04
[6,] 3.067381e-04 2.008105e-04 6.936510e-04 4.115926e-04 6.536034e-04
[7,] 5.068683e-04 -1.470502e-04 1.783529e-04 5.105237e-05 9.340387e-05
[8,] 1.454051e-04 3.583948e-04 4.773327e-04 2.586723e-04 3.728271e-04
[9,] 4.482119e-04 -3.382729e-05 2.346092e-04 7.124854e-05 1.780312e-04
[10,] 1.233220e-04 1.258577e-06 9.563899e-05 1.256434e-04 1.872403e-04
[11,] 1.089253e-04 7.968852e-05 6.829233e-04 1.764563e-04 6.274729e-04
[12,] 1.669941e-04 3.922345e-06 7.257352e-04 2.794382e-04 8.365378e-04
[13,] 9.287999e-04 -2.043723e-04 2.453567e-05 -2.058999e-04 1.480852e-04
[14,] 1.368016e-04 9.152742e-05 1.644243e-04 1.396809e-04 1.943176e-04
[15,] -1.504229e-04 9.265585e-04 2.663926e-04 5.798666e-04 7.336616e-05
[16,] -1.184796e-04 2.924636e-04 2.720641e-04 2.057109e-04 2.980821e-04
[17,] -4.893861e-05 5.295668e-04 6.442679e-04 1.872932e-04 3.997932e-04
[18,] -1.243967e-04 5.067649e-04 1.212412e-04 3.789838e-04 2.054059e-04
[19,] -2.047684e-04 5.314577e-04 4.357867e-04 3.094371e-04 7.360580e-04
[20,] -1.444134e-04 1.641998e-04 3.762525e-04 4.366579e-04 4.205278e-04
[21,] 2.593731e-05 2.967985e-04 3.063231e-04 5.540999e-05 3.606487e-04
[22,] -7.515502e-05 3.430944e-04 1.276582e-04 -3.834395e-05 2.119420e-04
[23,] -1.091380e-04 1.687561e-04 1.297558e-04 2.382688e-05 4.761212e-05
[24,] -3.485674e-05 3.935561e-04 2.385954e-04 1.920062e-04 1.182147e-04
[25,] -2.398989e-04 4.944774e-04 4.057433e-04 3.610341e-04 5.118638e-04
[26,] 6.777389e-04 -2.349229e-04 6.869790e-04 8.127699e-05 1.229119e-03
[27,] 2.862384e-04 2.209424e-04 2.148333e-04 1.674579e-04 9.795767e-05
[28,] 9.070149e-04 -8.729550e-05 2.792853e-04 1.358738e-04 3.200738e-04
[29,] 7.251224e-04 -2.227737e-05 3.668755e-04 2.786305e-04 5.461885e-04
[30,] 1.138977e-03 -3.527531e-04 9.605571e-05 -5.409168e-05 -2.491372e-05
[31,] 5.609604e-04 8.812057e-05 2.101598e-04 1.766692e-04 4.051693e-04
[32,] 7.359981e-04 -1.465035e-04 2.015328e-04 1.555826e-04 9.285279e-05
[33,] 6.945996e-04 -1.394663e-05 8.179354e-05 1.708822e-04 8.911326e-05
[34,] 3.143858e-04 -3.169757e-05 4.065237e-04 8.542807e-05 5.161181e-04
[35,] 5.176782e-04 -2.584095e-04 2.879952e-04 1.681927e-04 7.495330e-04
[36,] 1.918183e-03 -2.946223e-04 -8.697919e-05 -2.738366e-04 -7.957876e-05
[37,] -2.946223e-04 2.175742e-03 1.535642e-04 6.996295e-04 1.168107e-04
[38,] -8.697919e-05 1.535642e-04 1.910924e-03 4.690801e-04 9.418521e-04
[39,] -2.738366e-04 6.996295e-04 4.690801e-04 1.498185e-03 4.929281e-04
[40,] -7.957876e-05 1.168107e-04 9.418521e-04 4.929281e-04 2.340139e-03
[41,] -1.282286e-04 1.169290e-03 2.888227e-04 6.613515e-04 3.740946e-04
[42,] 1.760128e-04 1.456829e-05 1.025678e-03 3.057619e-04 1.321698e-03
[43,] 2.908887e-04 8.551113e-05 9.088548e-04 2.715578e-04 1.261003e-03
[44,] -2.585185e-05 6.095637e-04 4.210214e-04 7.660527e-04 4.246956e-04
[45,] -3.772987e-05 5.058242e-04 2.401113e-04 7.652694e-04 4.382142e-04
[46,] -6.333893e-05 -2.036823e-05 1.006664e-03 4.606503e-04 1.557230e-03
[47,] -1.526085e-04 6.642279e-04 6.166080e-04 3.695424e-04 3.636980e-04
[48,] -3.114693e-04 8.792980e-04 3.463284e-04 3.867651e-04 1.744942e-04
[49,] -2.818947e-04 6.173723e-04 4.380615e-04 3.241816e-04 8.565714e-04
[50,] -1.248990e-04 6.316330e-04 4.780513e-05 2.183373e-04 2.010962e-04
[51,] -2.039543e-04 4.981741e-04 4.284744e-04 1.908452e-04 5.747545e-04
[52,] -6.677297e-05 3.207645e-04 2.848360e-04 1.423665e-04 3.888974e-04
[53,] -1.186163e-04 7.142048e-04 4.199508e-04 2.929320e-04 1.921393e-04
[54,] -2.660902e-04 1.068549e-03 3.171827e-04 3.329102e-04 1.327145e-05
[55,] -3.358608e-04 6.485262e-04 4.007490e-04 3.737476e-04 4.724074e-04
[56,] -1.941463e-04 3.002144e-04 1.006514e-03 3.379313e-04 5.280695e-04
[57,] 4.847524e-05 8.237595e-05 4.211032e-04 1.283283e-04 4.656261e-04
[58,] -1.815500e-04 2.920273e-04 7.396762e-04 2.804403e-04 4.237678e-04
[59,] 2.123517e-04 4.384489e-05 2.382657e-04 -1.415971e-04 2.545730e-04
[60,] 2.278268e-04 2.058773e-05 1.209081e-04 -1.403599e-04 2.266764e-04
[61,] 1.532825e-05 4.320869e-04 9.507491e-04 2.267730e-04 6.259591e-04
[62,] -5.542439e-05 3.971859e-04 1.272073e-03 2.517992e-04 5.728850e-04
[63,] 1.062812e-04 6.560785e-05 4.220849e-04 2.268244e-04 3.193308e-04
[64,] 1.935550e-05 1.565726e-04 5.217945e-04 1.972041e-04 1.243528e-03
[65,] -2.083253e-04 5.806718e-04 3.629912e-04 5.702923e-04 2.821028e-04
[66,] 1.155751e-04 9.562264e-05 3.130514e-04 4.687944e-05 7.501904e-04
[67,] 1.445056e-04 9.410327e-05 2.958799e-04 1.243444e-04 7.132801e-04
[68,] 1.055156e-04 3.033842e-04 2.432335e-04 4.373767e-04 2.160954e-04
[69,] -1.042666e-04 3.000955e-04 1.787477e-04 5.448684e-04 1.185687e-04
[70,] 4.148713e-05 2.464962e-04 6.220415e-04 4.143157e-04 7.777100e-04
[71,] -3.609269e-05 3.852797e-04 4.669474e-04 2.374144e-04 1.057134e-03
[72,] 2.805824e-04 1.049813e-04 1.096934e-04 7.057523e-05 6.868326e-05
[73,] 3.219529e-04 5.918593e-05 1.640397e-04 7.768830e-05 6.312201e-05
[74,] 8.225520e-05 2.199598e-04 5.657693e-04 1.816963e-04 1.136755e-03
[75,] 9.595885e-06 5.129147e-05 5.261332e-04 1.480473e-04 1.630503e-03
[76,] 3.939816e-04 -3.058141e-05 1.104892e-04 3.616674e-05 2.673662e-04
[77,] -4.939307e-05 9.056497e-05 4.020750e-04 1.410422e-04 8.186325e-04
[78,] 5.165647e-05 1.386566e-04 3.326994e-04 1.707930e-04 6.784955e-04
[79,] 2.196066e-05 4.892996e-04 5.535067e-04 4.631575e-04 3.134043e-04
[80,] -4.471657e-05 5.728860e-04 4.124023e-04 4.015112e-04 3.341931e-04
[81,] -1.709435e-04 3.597002e-04 4.641485e-04 3.856907e-04 7.661785e-04
[82,] 3.241841e-04 -2.953508e-05 6.928229e-05 -9.116816e-05 7.104903e-05
[83,] 1.032862e-04 1.395506e-04 4.173713e-04 3.979286e-05 6.823922e-04
[84,] 1.291804e-04 7.889969e-05 4.756574e-04 1.191463e-04 9.438960e-04
[85,] 5.817733e-04 -7.656593e-06 8.639149e-05 2.473769e-05 1.187116e-04
[86,] 6.438163e-05 8.649458e-05 2.833515e-04 -4.197727e-05 5.705345e-04
[87,] 1.727030e-04 1.258978e-04 5.003429e-04 5.827891e-05 8.438294e-04
[88,] 5.490426e-04 -6.013667e-05 5.364458e-05 7.744525e-05 1.757668e-04
[89,] 7.486292e-05 1.559809e-04 2.334561e-04 2.597643e-04 1.753646e-04
[90,] 4.353834e-05 2.274448e-04 5.854422e-04 2.620457e-04 8.118905e-04
[91,] -7.922301e-06 7.105016e-05 6.137423e-04 3.992040e-04 1.026450e-03
[,41] [,42] [,43] [,44] [,45]
[1,] 3.590014e-04 5.881346e-04 3.819032e-04 2.610635e-04 1.540091e-04
[2,] -1.211744e-04 1.068661e-04 -3.591748e-05 -3.475434e-06 -1.788314e-05
[3,] -7.827564e-05 1.535035e-03 1.484208e-03 1.397773e-04 4.454794e-05
[4,] 3.729310e-04 4.164136e-04 4.278047e-04 2.243270e-04 1.066920e-04
[5,] 8.423477e-06 5.262943e-04 4.092308e-04 1.645992e-04 8.508835e-05
[6,] 9.829584e-05 8.918051e-04 9.744126e-04 2.470625e-04 2.868396e-04
[7,] -5.916905e-05 2.873137e-04 4.044501e-04 9.523070e-05 9.007996e-05
[8,] 4.398194e-04 5.631096e-04 4.820406e-04 2.855332e-04 2.423307e-04
[9,] -2.133379e-05 3.278734e-04 2.707952e-04 1.313836e-04 2.142104e-04
[10,] -9.946754e-05 2.338325e-04 2.116042e-04 9.896634e-05 1.051367e-04
[11,] 1.423004e-04 8.231956e-04 7.721936e-04 1.457938e-04 1.480426e-04
[12,] 1.141367e-04 1.176962e-03 1.107022e-03 1.964991e-04 1.626770e-04
[13,] -2.057205e-04 3.173046e-04 4.322391e-04 -2.583065e-05 -3.336231e-05
[14,] 1.335412e-04 3.248728e-04 2.453541e-04 5.504730e-05 -2.172860e-05
[15,] 6.313731e-04 8.781090e-05 4.097487e-05 1.151525e-03 6.354989e-04
[16,] 2.724419e-05 1.481157e-04 2.110144e-04 1.166517e-04 1.030805e-04
[17,] 4.404235e-04 3.226959e-04 1.511407e-04 3.975220e-04 3.155206e-04
[18,] 5.297773e-04 2.969387e-05 -1.270899e-04 2.853404e-04 2.116375e-04
[19,] 5.053337e-04 3.801391e-04 2.329103e-04 2.430964e-04 1.963554e-04
[20,] 3.579973e-04 2.542661e-04 1.811093e-04 4.386392e-04 2.939252e-04
[21,] 3.026794e-04 6.564901e-04 2.109208e-04 1.234946e-04 6.265306e-05
[22,] 2.848727e-04 1.918456e-04 5.923579e-04 9.267926e-05 1.148145e-04
[23,] 2.259319e-04 2.046238e-05 1.647235e-05 1.252333e-04 3.066150e-06
[24,] 3.838401e-04 6.722969e-06 1.270923e-05 2.211614e-04 1.713933e-04
[25,] 4.831282e-04 2.646992e-04 4.863267e-05 3.233059e-04 2.713282e-04
[26,] -1.336608e-04 1.397123e-03 1.407677e-03 4.797161e-05 3.496675e-05
[27,] 1.778969e-04 2.591073e-04 3.535995e-04 1.057634e-04 -8.680711e-05
[28,] -2.013372e-05 5.312879e-04 4.138018e-04 1.307133e-04 9.507576e-06
[29,] 1.699821e-05 8.017128e-04 8.845388e-04 1.014870e-04 1.314458e-04
[30,] -6.859287e-05 1.659579e-04 2.352214e-04 -7.744179e-06 8.346879e-06
[31,] 2.425751e-04 4.549706e-04 5.699541e-04 5.584413e-05 7.446109e-05
[32,] -2.203304e-05 1.613066e-04 1.301332e-04 4.137389e-05 9.296271e-05
[33,] 1.011415e-05 1.331993e-04 8.159085e-05 3.776080e-05 -5.119518e-06
[34,] -4.348205e-05 5.792099e-04 6.212326e-04 2.411617e-06 2.897146e-05
[35,] -4.009642e-05 8.725951e-04 8.777970e-04 2.728132e-05 3.591305e-05
[36,] -1.282286e-04 1.760128e-04 2.908887e-04 -2.585185e-05 -3.772987e-05
[37,] 1.169290e-03 1.456829e-05 8.551113e-05 6.095637e-04 5.058242e-04
[38,] 2.888227e-04 1.025678e-03 9.088548e-04 4.210214e-04 2.401113e-04
[39,] 6.613515e-04 3.057619e-04 2.715578e-04 7.660527e-04 7.652694e-04
[40,] 3.740946e-04 1.321698e-03 1.261003e-03 4.246956e-04 4.382142e-04
[41,] 2.069302e-03 1.913004e-04 2.876896e-04 4.557181e-04 5.736487e-04
[42,] 1.913004e-04 2.323469e-03 1.539007e-03 3.190637e-04 9.682237e-05
[43,] 2.876896e-04 1.539007e-03 2.575572e-03 3.662211e-04 2.599461e-04
[44,] 4.557181e-04 3.190637e-04 3.662211e-04 1.584651e-03 7.183495e-04
[45,] 5.736487e-04 9.682237e-05 2.599461e-04 7.183495e-04 1.095457e-03
[46,] 2.628962e-04 1.227390e-03 1.077521e-03 2.958867e-04 3.121253e-04
[47,] 2.826831e-04 3.602530e-04 2.963485e-04 4.591771e-04 3.630363e-04
[48,] 5.449631e-04 1.452979e-04 1.801493e-04 3.061978e-04 2.360418e-04
[49,] 4.836420e-04 5.903662e-04 4.519218e-04 3.113711e-04 1.274760e-04
[50,] 3.339671e-04 -4.831821e-05 3.836652e-06 1.292073e-04 1.053015e-04
[51,] 1.009883e-04 7.269741e-04 4.155507e-04 2.449278e-04 9.310432e-05
[52,] 1.829644e-04 3.663435e-04 6.781418e-04 1.985204e-04 1.462688e-04
[53,] 3.818841e-04 1.747565e-04 1.895253e-04 3.075222e-04 1.287099e-04
[54,] 5.349169e-04 2.293544e-05 1.468615e-04 1.767506e-04 2.507401e-04
[55,] 4.528098e-04 4.331159e-04 2.899211e-04 3.073251e-04 2.018066e-04
[56,] 2.301335e-04 3.726205e-04 3.563793e-04 2.485200e-04 1.243753e-04
[57,] 1.421148e-04 2.999585e-04 4.016872e-04 1.217101e-04 4.215627e-05
[58,] 4.015083e-04 3.616884e-04 2.919718e-04 4.749275e-04 2.995352e-04
[59,] 8.965653e-05 6.096805e-04 4.187664e-04 1.866314e-05 -1.225366e-04
[60,] 6.539919e-05 3.293756e-04 7.091494e-04 -5.986397e-05 -1.977350e-05
[61,] 4.447584e-04 5.330928e-04 4.408670e-04 3.729247e-04 2.471724e-04
[62,] 3.766637e-04 4.813906e-04 5.382719e-04 3.147093e-04 3.866667e-04
[63,] 1.018220e-04 2.860822e-04 2.008168e-04 1.707719e-04 5.290510e-05
[64,] 1.539919e-04 7.477999e-04 7.318083e-04 1.919700e-04 7.714239e-05
[65,] 8.745371e-04 1.668645e-04 2.660743e-04 3.711308e-04 3.259419e-04
[66,] 4.078257e-05 1.158608e-03 7.385373e-04 1.001082e-04 1.422133e-05
[67,] 1.905645e-04 7.334685e-04 1.528709e-03 3.730253e-05 9.629103e-06
[68,] 3.304571e-04 1.521419e-04 8.963833e-05 5.130346e-04 2.258234e-04
[69,] 3.037242e-04 8.359521e-05 9.785789e-05 2.086832e-04 3.412301e-04
[70,] 3.055709e-04 5.686868e-04 5.377069e-04 2.398083e-04 3.184814e-04
[71,] 3.390792e-04 8.046287e-04 6.583387e-04 3.034308e-04 2.570802e-04
[72,] 2.843268e-04 2.749810e-04 2.476447e-04 8.108008e-05 1.027298e-05
[73,] 1.638244e-04 2.479826e-04 6.344659e-04 7.981143e-05 8.252608e-06
[74,] 2.138461e-04 7.121269e-04 6.776794e-04 2.178068e-04 1.673677e-04
[75,] 2.804238e-04 9.283235e-04 8.558239e-04 2.056002e-04 2.727346e-04
[76,] 1.255768e-04 1.481303e-04 2.275153e-04 1.152910e-04 8.905344e-05
[77,] 2.896213e-04 8.787281e-04 6.384882e-04 3.106570e-04 1.279680e-04
[78,] 3.511060e-04 6.361865e-04 1.152003e-03 2.447265e-04 2.218573e-04
[79,] 7.818722e-04 3.672779e-04 2.973264e-04 6.107260e-04 3.483552e-04
[80,] 1.064776e-03 2.201670e-04 3.662340e-04 3.366808e-04 4.162964e-04
[81,] 5.634343e-04 6.113450e-04 3.874651e-04 2.886784e-04 2.811385e-04
[82,] 4.149690e-05 2.187374e-04 3.237821e-04 -2.628466e-05 6.835278e-05
[83,] 2.570549e-04 1.059123e-03 6.506418e-04 7.830665e-05 4.567209e-05
[84,] 2.101395e-04 1.485873e-03 1.071500e-03 1.335945e-04 2.045315e-04
[85,] 1.791121e-04 3.875778e-04 3.581116e-04 1.338059e-05 -2.643336e-05
[86,] 1.807359e-04 5.907224e-04 1.066626e-03 -2.011577e-05 7.753816e-05
[87,] 2.724360e-04 1.047586e-03 1.891917e-03 8.485508e-05 7.795931e-05
[88,] -6.210108e-05 3.713421e-04 6.745963e-04 -4.472159e-05 3.515667e-05
[89,] 2.100049e-04 1.039656e-04 1.142515e-04 5.114014e-04 3.203275e-04
[90,] 2.239610e-04 5.719711e-04 4.556389e-04 3.046093e-04 2.338855e-04
[91,] 3.111628e-04 7.318943e-04 6.099982e-04 2.270404e-04 4.519132e-04
[,46] [,47] [,48] [,49] [,50]
[1,] 2.496438e-04 5.162332e-04 2.686081e-04 5.627835e-04 1.017129e-04
[2,] 6.629115e-05 -3.077021e-04 -1.773492e-04 -1.539524e-04 -4.104462e-05
[3,] 1.133468e-03 3.339470e-04 1.087970e-04 2.285180e-04 9.834629e-05
[4,] 1.877287e-04 1.143457e-03 3.553610e-04 1.348592e-03 1.807792e-04
[5,] 9.014975e-05 -1.196333e-04 8.517616e-05 3.714875e-04 2.407260e-05
[6,] 3.506026e-04 3.208695e-04 5.298733e-05 3.387152e-04 1.311898e-04
[7,] 1.578406e-04 1.719368e-04 -7.488060e-05 5.413386e-05 4.145494e-05
[8,] 2.343840e-04 6.723434e-04 2.951431e-04 6.742701e-04 1.688549e-04
[9,] 1.521825e-04 1.368972e-04 -2.772116e-05 1.355583e-04 -5.547263e-06
[10,] 2.309473e-04 3.264438e-05 7.727217e-07 1.735262e-04 1.053597e-04
[11,] 4.723493e-04 3.204598e-04 1.482037e-05 4.428872e-04 1.190691e-04
[12,] 6.416952e-04 3.363434e-04 9.509445e-05 3.462299e-04 -7.397069e-06
[13,] 6.282235e-05 2.870356e-05 -1.273937e-04 6.396238e-05 2.647493e-05
[14,] 2.526807e-04 8.363679e-05 7.654873e-05 3.963728e-04 4.707860e-05
[15,] -3.399836e-05 5.715944e-04 4.848910e-04 5.632036e-04 1.304570e-04
[16,] 2.286212e-04 2.113706e-04 4.089064e-04 2.072351e-04 3.282199e-04
[17,] 3.250691e-04 1.119695e-03 4.112478e-04 5.910809e-04 3.446780e-04
[18,] 1.941964e-04 3.753357e-04 7.576294e-04 3.484291e-04 2.764868e-04
[19,] 4.745615e-04 5.307179e-04 2.798859e-04 1.089884e-03 2.453569e-04
[20,] 3.139645e-04 3.742964e-04 3.694439e-04 3.307130e-04 6.001385e-04
[21,] 2.034534e-04 6.195738e-04 2.154578e-04 6.084068e-04 1.169219e-04
[22,] 7.978946e-06 5.566657e-04 2.216830e-04 5.505594e-04 7.879896e-05
[23,] 7.643792e-05 1.480643e-04 2.548367e-04 2.720810e-04 1.110339e-04
[24,] 3.628455e-05 1.933175e-04 2.827819e-04 2.797281e-04 2.354823e-04
[25,] 6.960356e-04 5.847201e-04 3.653682e-04 6.742465e-04 2.624458e-04
[26,] 1.200301e-03 4.715017e-05 -3.977340e-05 1.081851e-05 -6.463088e-05
[27,] 1.275172e-04 4.472844e-04 2.013709e-04 9.090458e-04 8.624710e-05
[28,] 1.210309e-04 -3.503772e-04 -7.203922e-05 1.549542e-04 -7.584368e-05
[29,] 2.462733e-04 -1.882064e-05 -1.625064e-04 1.948827e-04 -1.436469e-04
[30,] -1.034419e-04 -3.382654e-05 -1.892352e-04 -2.890665e-04 -1.337330e-04
[31,] 3.386323e-04 1.557329e-04 -8.024931e-06 3.994728e-04 -2.267757e-04
[32,] 4.783264e-05 -7.362181e-05 -1.411939e-04 -3.382743e-05 -7.456143e-05
[33,] 1.330935e-04 -1.559015e-04 -2.428599e-06 4.240320e-05 4.774838e-05
[34,] 4.413613e-04 4.572966e-05 -1.326384e-04 2.962338e-04 5.086545e-05
[35,] 5.841113e-04 -1.248023e-04 -4.903878e-05 1.601256e-04 -1.645178e-04
[36,] -6.333893e-05 -1.526085e-04 -3.114693e-04 -2.818947e-04 -1.248990e-04
[37,] -2.036823e-05 6.642279e-04 8.792980e-04 6.173723e-04 6.316330e-04
[38,] 1.006664e-03 6.166080e-04 3.463284e-04 4.380615e-04 4.780513e-05
[39,] 4.606503e-04 3.695424e-04 3.867651e-04 3.241816e-04 2.183373e-04
[40,] 1.557230e-03 3.636980e-04 1.744942e-04 8.565714e-04 2.010962e-04
[41,] 2.628962e-04 2.826831e-04 5.449631e-04 4.836420e-04 3.339671e-04
[42,] 1.227390e-03 3.602530e-04 1.452979e-04 5.903662e-04 -4.831821e-05
[43,] 1.077521e-03 2.963485e-04 1.801493e-04 4.519218e-04 3.836652e-06
[44,] 2.958867e-04 4.591771e-04 3.061978e-04 3.113711e-04 1.292073e-04
[45,] 3.121253e-04 3.630363e-04 2.360418e-04 1.274760e-04 1.053015e-04
[46,] 2.247904e-03 3.122872e-04 1.764215e-04 4.586713e-04 1.121615e-04
[47,] 3.122872e-04 2.215281e-03 6.708219e-04 1.237908e-03 3.925223e-04
[48,] 1.764215e-04 6.708219e-04 1.638270e-03 5.909599e-04 4.761083e-04
[49,] 4.586713e-04 1.237908e-03 5.909599e-04 2.399909e-03 3.862570e-04
[50,] 1.121615e-04 3.925223e-04 4.761083e-04 3.862570e-04 1.412085e-03
[51,] 3.907294e-04 1.271633e-03 6.076647e-04 1.406239e-03 3.030717e-04
[52,] 2.224395e-04 8.915631e-04 4.000969e-04 1.058413e-03 5.295349e-05
[53,] 1.547917e-04 4.587919e-04 8.155179e-04 4.369312e-04 2.918993e-04
[54,] -4.197159e-05 5.172546e-04 9.520111e-04 6.343562e-04 5.221017e-04
[55,] 6.935217e-04 1.113815e-03 5.424608e-04 1.529928e-03 3.435908e-04
[56,] 5.720228e-04 4.858884e-04 4.061957e-04 2.923272e-04 2.393338e-04
[57,] 2.872019e-04 -1.927166e-04 -6.487416e-05 4.301521e-04 2.261268e-05
[58,] 3.908689e-04 1.241421e-03 5.113184e-04 7.288326e-04 3.495053e-04
[59,] 1.642348e-04 -9.657847e-05 8.325845e-05 2.010448e-04 3.459939e-05
[60,] 5.388097e-05 1.024847e-06 -4.487626e-05 2.582067e-04 1.974655e-05
[61,] 5.862419e-04 6.510465e-04 3.637585e-04 4.636905e-04 2.871029e-04
[62,] 6.021355e-04 6.722086e-04 2.086793e-04 3.422815e-04 1.839614e-04
[63,] 5.203323e-04 -4.845740e-06 1.631825e-04 3.915966e-04 5.641913e-05
[64,] 7.284253e-04 1.588148e-04 -6.517685e-05 8.828769e-04 6.670554e-05
[65,] 3.830759e-04 4.638403e-04 8.933070e-04 4.053883e-04 3.351606e-04
[66,] 5.174614e-04 3.379626e-04 7.039879e-05 4.824319e-04 1.248722e-04
[67,] 5.096648e-04 1.234240e-04 2.203720e-04 3.665160e-04 9.507239e-05
[68,] 1.556920e-04 2.597944e-04 3.189966e-04 1.850225e-05 1.774220e-04
[69,] 2.483693e-04 1.280904e-04 3.520174e-04 1.258186e-04 2.307829e-04
[70,] 1.074672e-03 3.414762e-04 9.514632e-05 5.121123e-04 -3.048243e-05
[71,] 7.196603e-04 6.538519e-04 2.673070e-04 1.351354e-03 -1.933707e-04
[72,] 7.511423e-05 -4.958603e-05 -1.389863e-05 1.438556e-04 2.847841e-04
[73,] 1.422021e-04 8.559034e-05 -2.620907e-06 2.143553e-04 2.894227e-04
[74,] 7.628782e-04 3.488750e-04 -8.529932e-05 9.645383e-04 1.019294e-04
[75,] 9.874176e-04 2.400826e-04 3.191563e-05 9.750342e-04 1.533832e-04
[76,] 1.984099e-04 1.106596e-04 -1.309609e-05 1.112958e-04 8.654266e-05
[77,] 5.829240e-04 6.342313e-04 3.588036e-04 1.013916e-03 2.142695e-04
[78,] 3.736658e-04 5.326691e-04 3.215929e-04 8.973623e-04 1.271934e-04
[79,] 2.583381e-04 4.464254e-04 5.709602e-04 3.521132e-04 2.905545e-04
[80,] 3.190932e-04 3.806579e-04 6.569933e-04 4.565502e-04 3.601311e-04
[81,] 1.023421e-03 4.884524e-04 1.713631e-04 8.643036e-04 -1.226611e-04
[82,] 1.428655e-04 1.351876e-04 -4.126443e-05 -1.376644e-05 3.363721e-05
[83,] 5.131382e-04 4.645872e-04 1.298642e-05 6.181598e-04 1.722508e-04
[84,] 7.267234e-04 3.542354e-04 -4.861604e-05 5.598371e-04 6.438177e-05
[85,] 1.840161e-04 -4.453743e-05 6.632736e-05 1.077874e-04 7.378879e-05
[86,] 3.633299e-04 1.899166e-04 8.741217e-05 3.303885e-04 2.149729e-04
[87,] 5.726758e-04 2.450604e-04 7.919810e-05 5.687386e-04 1.081273e-04
[88,] 1.490990e-04 8.600386e-05 -1.392898e-05 2.112492e-04 1.960649e-04
[89,] 1.266368e-04 1.325293e-04 8.104277e-05 3.123350e-05 1.796005e-04
[90,] 1.036658e-03 5.188465e-04 5.567749e-05 5.502579e-04 1.773217e-04
[91,] 1.482591e-03 4.187717e-04 1.565582e-04 4.468531e-04 9.067997e-05
[,51] [,52] [,53] [,54] [,55]
[1,] 5.826099e-04 6.603283e-04 3.834807e-04 3.763377e-04 4.500508e-04
[2,] -1.216401e-04 -1.604907e-04 -5.440377e-05 -1.991902e-04 -1.925890e-04
[3,] 3.796085e-04 3.766725e-04 5.268493e-05 -7.556787e-05 1.529525e-04
[4,] 1.171845e-03 1.138396e-03 4.424806e-04 5.514414e-04 1.127649e-03
[5,] 3.023066e-04 1.936556e-04 3.230096e-05 5.227489e-05 1.785393e-04
[6,] 3.895218e-04 3.573339e-04 8.495001e-05 1.340375e-04 2.170470e-04
[7,] 1.184954e-04 1.726939e-04 -3.953305e-05 -9.695942e-05 3.275639e-05
[8,] 6.250941e-04 6.588833e-04 3.104284e-04 2.082157e-04 5.674202e-04
[9,] 8.114014e-05 2.052258e-04 -1.636742e-06 2.884206e-05 9.049763e-05
[10,] 1.888825e-04 -1.861462e-05 -1.697123e-04 -7.135432e-06 2.841912e-04
[11,] 4.395244e-04 2.449497e-04 2.645050e-05 1.620661e-04 2.905789e-04
[12,] 4.722943e-04 4.176278e-04 1.224855e-04 -6.139460e-05 2.215228e-04
[13,] 9.752983e-05 2.449861e-04 -8.397161e-05 -1.494147e-04 -1.055407e-05
[14,] 3.898085e-04 4.387653e-04 1.130279e-04 1.581046e-04 2.901715e-04
[15,] 3.417459e-04 3.483783e-04 3.022050e-04 4.406155e-04 5.034108e-04
[16,] 2.782611e-04 -3.454677e-06 6.120800e-04 4.664556e-04 3.034743e-05
[17,] 6.812378e-04 5.617996e-04 2.840184e-04 1.923233e-04 5.918349e-04
[18,] 2.495373e-04 1.826347e-04 3.822614e-04 3.028667e-04 3.818460e-04
[19,] 5.999607e-04 5.169170e-04 2.709401e-04 2.043417e-04 6.608309e-04
[20,] 1.594486e-04 5.893657e-05 4.062380e-04 3.416939e-04 2.630253e-04
[21,] 1.113067e-03 6.405134e-04 2.512999e-04 9.516638e-05 3.903039e-04
[22,] 6.715358e-04 1.188742e-03 3.692589e-04 2.566463e-04 3.945675e-04
[23,] 2.476854e-04 2.971968e-04 5.161931e-04 2.205691e-04 2.934282e-04
[24,] 1.266594e-04 2.319913e-04 3.047019e-04 6.623985e-04 2.114188e-04
[25,] 4.007386e-04 3.851319e-04 3.569367e-04 2.045968e-04 9.968852e-04
[26,] 2.099444e-04 2.932612e-04 -2.009852e-05 -2.624854e-04 4.635630e-05
[27,] 7.769913e-04 7.767212e-04 2.556612e-04 3.218421e-04 7.955894e-04
[28,] 1.129541e-04 -2.113004e-05 -4.803981e-05 -1.952998e-04 6.031762e-06
[29,] 2.065568e-04 2.866021e-04 -7.091522e-05 -1.804580e-05 2.199737e-05
[30,] -7.506035e-05 -3.204315e-05 -6.387259e-05 -2.050638e-04 -2.926960e-04
[31,] 4.094410e-04 4.861978e-04 1.712569e-04 8.480931e-06 3.351702e-04
[32,] -2.523480e-04 -1.219055e-04 2.776678e-05 -7.263730e-05 -1.485546e-04
[33,] -6.916955e-05 -3.410655e-04 -9.199726e-05 1.193994e-05 1.686115e-05
[34,] 3.353442e-04 2.063624e-04 -1.836687e-04 -4.227854e-06 1.609552e-04
[35,] 2.502547e-04 3.177395e-04 -4.665319e-05 -2.640026e-04 5.570416e-05
[36,] -2.039543e-04 -6.677297e-05 -1.186163e-04 -2.660902e-04 -3.358608e-04
[37,] 4.981741e-04 3.207645e-04 7.142048e-04 1.068549e-03 6.485262e-04
[38,] 4.284744e-04 2.848360e-04 4.199508e-04 3.171827e-04 4.007490e-04
[39,] 1.908452e-04 1.423665e-04 2.929320e-04 3.329102e-04 3.737476e-04
[40,] 5.747545e-04 3.888974e-04 1.921393e-04 1.327145e-05 4.724074e-04
[41,] 1.009883e-04 1.829644e-04 3.818841e-04 5.349169e-04 4.528098e-04
[42,] 7.269741e-04 3.663435e-04 1.747565e-04 2.293544e-05 4.331159e-04
[43,] 4.155507e-04 6.781418e-04 1.895253e-04 1.468615e-04 2.899211e-04
[44,] 2.449278e-04 1.985204e-04 3.075222e-04 1.767506e-04 3.073251e-04
[45,] 9.310432e-05 1.462688e-04 1.287099e-04 2.507401e-04 2.018066e-04
[46,] 3.907294e-04 2.224395e-04 1.547917e-04 -4.197159e-05 6.935217e-04
[47,] 1.271633e-03 8.915631e-04 4.587919e-04 5.172546e-04 1.113815e-03
[48,] 6.076647e-04 4.000969e-04 8.155179e-04 9.520111e-04 5.424608e-04
[49,] 1.406239e-03 1.058413e-03 4.369312e-04 6.343562e-04 1.529928e-03
[50,] 3.030717e-04 5.295349e-05 2.918993e-04 5.221017e-04 3.435908e-04
[51,] 2.158455e-03 1.150897e-03 4.653056e-04 4.321116e-04 1.086509e-03
[52,] 1.150897e-03 2.254137e-03 3.755452e-04 4.121972e-04 8.865521e-04
[53,] 4.653056e-04 3.755452e-04 1.601433e-03 7.607755e-04 3.528023e-04
[54,] 4.321116e-04 4.121972e-04 7.607755e-04 1.728808e-03 4.970207e-04
[55,] 1.086509e-03 8.865521e-04 3.528023e-04 4.970207e-04 2.265080e-03
[56,] 4.460711e-04 1.484150e-04 2.952592e-04 1.038246e-04 3.938053e-04
[57,] 1.351576e-04 2.022042e-04 2.626308e-05 -3.738533e-05 3.117368e-04
[58,] 6.242592e-04 4.626017e-04 4.276465e-04 3.564629e-04 5.467616e-04
[59,] 4.683007e-04 3.112141e-04 1.389289e-04 1.983447e-05 1.201483e-04
[60,] 3.324258e-04 4.247705e-04 -9.310390e-06 -1.998881e-05 1.904411e-04
[61,] 5.687491e-04 2.823263e-04 3.375884e-04 1.504590e-04 5.801240e-04
[62,] 4.343271e-04 2.501447e-04 1.583766e-04 2.000966e-04 4.903959e-04
[63,] 1.441505e-04 1.441675e-04 2.205291e-04 9.706917e-05 4.164499e-04
[64,] 4.321415e-04 2.791994e-04 -1.039125e-04 3.859932e-06 4.630205e-04
[65,] 3.308209e-04 2.714707e-04 4.722255e-04 6.352700e-04 3.040457e-04
[66,] 8.182944e-04 3.422184e-04 2.297223e-06 -1.329982e-04 4.248627e-04
[67,] 3.901182e-04 7.110744e-04 1.444030e-04 1.062079e-05 2.193122e-04
[68,] 6.938273e-05 1.438681e-04 3.426430e-04 8.507645e-05 8.954553e-05
[69,] -1.722635e-05 8.093444e-05 3.587954e-05 3.314236e-04 2.088832e-04
[70,] 4.085521e-04 1.632747e-04 3.162064e-05 1.224073e-04 7.113195e-04
[71,] 9.501806e-04 7.806159e-04 2.510795e-04 3.318158e-04 8.447694e-04
[72,] 4.295863e-06 -7.041294e-05 4.986662e-05 -4.935806e-06 8.389221e-05
[73,] -2.420189e-05 9.832302e-05 -4.342460e-05 1.210000e-04 2.012915e-04
[74,] 5.934319e-04 3.257013e-04 4.533119e-05 -3.514976e-05 5.243221e-04
[75,] 5.509950e-04 4.897992e-04 -6.174392e-05 8.970044e-06 4.472903e-04
[76,] 5.073051e-05 8.437294e-05 -8.066277e-06 -1.143209e-04 -1.669046e-05
[77,] 1.239141e-03 6.329653e-04 2.772579e-04 1.680587e-04 6.104191e-04
[78,] 6.846144e-04 1.186258e-03 4.401760e-04 2.871886e-04 7.095497e-04
[79,] 3.135179e-04 4.186572e-04 9.107817e-04 5.868172e-04 3.977551e-04
[80,] 2.108939e-04 3.284448e-04 5.128423e-04 8.315401e-04 4.350548e-04
[81,] 5.467722e-04 6.138355e-04 3.096437e-04 2.420200e-04 1.186967e-03
[82,] 1.586552e-04 1.131450e-04 4.008429e-05 8.729411e-05 7.999257e-05
[83,] 8.944536e-04 4.436623e-04 1.422846e-04 -1.122175e-04 5.402930e-04
[84,] 8.457711e-04 5.038854e-04 -9.559775e-05 1.686404e-05 5.141995e-04
[85,] -6.437033e-05 -3.868576e-07 1.196350e-04 5.720184e-05 8.234183e-05
[86,] 4.320528e-04 7.868502e-04 1.123444e-04 8.782200e-06 2.468239e-04
[87,] 5.472786e-04 8.283976e-04 2.109042e-05 4.598597e-05 4.249628e-04
[88,] 4.580620e-05 1.084406e-05 -3.990401e-05 9.536745e-05 1.948961e-04
[89,] -4.367419e-05 6.372826e-05 2.713080e-04 3.432581e-04 1.044414e-04
[90,] 5.161892e-04 2.427065e-04 1.222138e-04 3.394664e-05 8.299097e-04
[91,] 5.069319e-04 3.520901e-04 1.027538e-05 -4.648232e-05 8.964609e-04
[,56] [,57] [,58] [,59] [,60]
[1,] 3.282473e-04 2.096189e-04 4.225693e-04 2.973053e-04 5.614288e-05
[2,] -9.166534e-05 1.370246e-04 -1.174585e-04 1.395707e-04 4.144024e-05
[3,] 5.897628e-04 3.034857e-04 3.133533e-04 5.007641e-04 3.508089e-04
[4,] 3.641356e-04 3.954278e-04 6.270530e-04 3.355178e-04 2.384237e-04
[5,] 1.232471e-04 8.228506e-04 -1.915143e-04 8.293709e-04 8.137073e-04
[6,] 7.873099e-04 3.283319e-04 2.179648e-04 2.181407e-04 1.981478e-04
[7,] 9.615214e-05 4.681540e-04 1.514600e-04 3.388724e-04 3.217256e-04
[8,] 3.384266e-04 3.829058e-04 9.198969e-04 3.535483e-04 2.426756e-04
[9,] -6.625455e-05 3.085023e-04 5.425926e-05 3.648660e-04 1.090130e-04
[10,] -5.461738e-05 2.401868e-04 -8.855674e-05 1.140969e-04 5.304653e-04
[11,] 4.240055e-04 2.419264e-04 2.867212e-04 2.577843e-04 1.068804e-04
[12,] 5.265243e-04 2.748425e-04 4.582116e-04 3.970990e-04 3.185129e-04
[13,] -1.973462e-05 2.803957e-04 -3.696440e-05 3.489007e-04 3.795883e-04
[14,] 8.129064e-05 2.267123e-04 7.012806e-05 1.363490e-04 -5.973542e-07
[15,] 1.718636e-04 1.044837e-04 5.265334e-04 2.338867e-05 -1.113856e-04
[16,] 1.644314e-04 -1.866188e-05 2.851219e-04 1.072802e-04 1.054907e-04
[17,] 8.145956e-04 1.042770e-04 9.869192e-04 1.961675e-04 1.392026e-04
[18,] 3.492550e-04 -1.289430e-05 2.346180e-04 1.583087e-05 -1.299219e-04
[19,] 4.100538e-04 3.835603e-04 4.560663e-04 8.399464e-05 7.294600e-05
[20,] 1.557600e-04 -6.052701e-06 4.811449e-04 -1.121997e-04 -1.370451e-04
[21,] 4.127688e-04 2.310931e-05 2.621751e-04 3.900178e-04 1.238088e-04
[22,] 1.892116e-04 8.177935e-05 1.993972e-04 1.726251e-04 3.425904e-04
[23,] 2.220061e-04 7.764263e-05 1.684361e-04 1.603231e-04 3.471273e-05
[24,] 1.637341e-04 1.190826e-04 1.809562e-04 1.029249e-04 -7.456119e-05
[25,] 4.251240e-04 2.808191e-04 3.613378e-04 7.107505e-05 2.627404e-05
[26,] 2.787750e-04 3.587091e-04 4.090535e-05 4.960629e-04 3.758765e-04
[27,] 1.080426e-04 3.341789e-04 2.027699e-04 2.703083e-04 1.587760e-04
[28,] 1.029100e-04 8.456847e-04 -2.363521e-04 8.222433e-04 8.492032e-04
[29,] 1.974472e-04 2.578954e-04 -1.168710e-04 2.046956e-04 1.938798e-04
[30,] -9.811279e-05 1.058809e-04 2.788407e-05 2.101908e-04 2.005457e-04
[31,] 8.438966e-06 4.093846e-04 1.604135e-04 3.662788e-04 3.241351e-04
[32,] -1.380852e-04 1.867356e-04 -1.376047e-05 3.210863e-06 -7.892562e-05
[33,] -1.153768e-04 1.212024e-04 -8.647280e-05 -5.547986e-05 1.296154e-04
[34,] 1.049914e-04 2.366967e-04 -2.126802e-05 1.271986e-04 7.535877e-05
[35,] 5.352317e-05 2.707706e-04 -4.564268e-06 3.189985e-04 2.094890e-04
[36,] -1.941463e-04 4.847524e-05 -1.815500e-04 2.123517e-04 2.278268e-04
[37,] 3.002144e-04 8.237595e-05 2.920273e-04 4.384489e-05 2.058773e-05
[38,] 1.006514e-03 4.211032e-04 7.396762e-04 2.382657e-04 1.209081e-04
[39,] 3.379313e-04 1.283283e-04 2.804403e-04 -1.415971e-04 -1.403599e-04
[40,] 5.280695e-04 4.656261e-04 4.237678e-04 2.545730e-04 2.266764e-04
[41,] 2.301335e-04 1.421148e-04 4.015083e-04 8.965653e-05 6.539919e-05
[42,] 3.726205e-04 2.999585e-04 3.616884e-04 6.096805e-04 3.293756e-04
[43,] 3.563793e-04 4.016872e-04 2.919718e-04 4.187664e-04 7.091494e-04
[44,] 2.485200e-04 1.217101e-04 4.749275e-04 1.866314e-05 -5.986397e-05
[45,] 1.243753e-04 4.215627e-05 2.995352e-04 -1.225366e-04 -1.977350e-05
[46,] 5.720228e-04 2.872019e-04 3.908689e-04 1.642348e-04 5.388097e-05
[47,] 4.858884e-04 -1.927166e-04 1.241421e-03 -9.657847e-05 1.024847e-06
[48,] 4.061957e-04 -6.487416e-05 5.113184e-04 8.325845e-05 -4.487626e-05
[49,] 2.923272e-04 4.301521e-04 7.288326e-04 2.010448e-04 2.582067e-04
[50,] 2.393338e-04 2.261268e-05 3.495053e-04 3.459939e-05 1.974655e-05
[51,] 4.460711e-04 1.351576e-04 6.242592e-04 4.683007e-04 3.324258e-04
[52,] 1.484150e-04 2.022042e-04 4.626017e-04 3.112141e-04 4.247705e-04
[53,] 2.952592e-04 2.626308e-05 4.276465e-04 1.389289e-04 -9.310390e-06
[54,] 1.038246e-04 -3.738533e-05 3.564629e-04 1.983447e-05 -1.998881e-05
[55,] 3.938053e-04 3.117368e-04 5.467616e-04 1.201483e-04 1.904411e-04
[56,] 1.917653e-03 3.323111e-04 6.309955e-04 3.876777e-04 2.272965e-04
[57,] 3.323111e-04 1.552705e-03 2.285596e-05 7.503131e-04 6.928588e-04
[58,] 6.309955e-04 2.285596e-05 2.101077e-03 2.053799e-06 -8.204012e-05
[59,] 3.876777e-04 7.503131e-04 2.053799e-06 1.589336e-03 8.930087e-04
[60,] 2.272965e-04 6.928588e-04 -8.204012e-05 8.930087e-04 1.867909e-03
[61,] 1.002737e-03 2.759667e-04 5.114422e-04 3.625974e-04 2.829222e-04
[62,] 1.188967e-03 4.288780e-04 8.177815e-04 2.114785e-04 1.519972e-04
[63,] 3.179079e-04 8.604778e-04 1.493228e-04 4.930575e-04 3.592243e-04
[64,] 7.721186e-04 5.750289e-04 1.323774e-04 1.950189e-04 1.152914e-04
[65,] 4.481298e-04 -4.494297e-05 6.011939e-04 5.486670e-05 -8.736890e-05
[66,] 9.554551e-04 1.832958e-04 2.502770e-04 5.777760e-04 3.242715e-04
[67,] 8.873565e-04 1.941691e-04 2.349692e-05 3.866792e-04 6.015052e-04
[68,] 4.200786e-04 -7.802474e-05 6.820047e-05 7.331512e-06 -8.199325e-05
[69,] 2.805912e-04 8.406555e-05 1.307629e-04 -2.821955e-05 -1.866721e-04
[70,] 7.615531e-04 2.400777e-04 2.253165e-04 -7.850448e-05 -2.199557e-05
[71,] 1.942028e-04 4.419157e-04 7.973345e-04 3.190150e-04 2.746211e-04
[72,] 6.221627e-05 4.085177e-04 1.530706e-04 4.861942e-04 2.032543e-04
[73,] 4.928215e-05 3.801083e-04 1.266654e-04 2.342123e-04 6.915337e-04
[74,] 3.919571e-04 3.300484e-04 1.605683e-04 1.875379e-04 1.461369e-04
[75,] 5.110915e-04 4.457701e-04 3.819733e-04 3.204316e-04 1.623339e-04
[76,] 5.706375e-05 3.522066e-04 1.110396e-04 1.303340e-04 8.959822e-05
[77,] 3.684892e-04 3.262226e-04 8.621256e-04 5.501484e-04 3.605904e-04
[78,] 1.341910e-04 4.015778e-04 7.036612e-04 4.189218e-04 7.751141e-04
[79,] 2.145514e-04 -2.164066e-05 4.853777e-04 9.403328e-05 1.039966e-05
[80,] 1.869667e-04 1.117449e-04 5.392257e-04 1.337971e-04 3.698396e-05
[81,] 2.505692e-04 3.099005e-04 7.842389e-04 2.102439e-04 1.543262e-04
[82,] 1.413985e-04 9.995056e-05 8.334341e-05 3.974028e-04 5.274966e-04
[83,] 4.752224e-04 1.228955e-04 2.628423e-04 3.106084e-04 1.313268e-04
[84,] 5.276905e-04 3.924503e-04 4.049571e-04 5.763368e-04 3.881033e-04
[85,] -1.119101e-04 2.659919e-04 1.033282e-04 3.289984e-04 1.601106e-04
[86,] 3.032113e-04 1.134662e-04 1.099404e-04 1.666562e-04 3.198210e-04
[87,] 2.900979e-04 3.092622e-04 1.980149e-04 4.309239e-04 6.340783e-04
[88,] 4.851721e-05 2.610918e-04 2.904029e-05 2.200481e-04 7.613368e-04
[89,] 1.616455e-04 7.571557e-05 1.589443e-04 -7.481281e-06 -5.473477e-05
[90,] 3.877097e-04 1.873570e-04 2.346815e-04 1.656669e-05 3.098868e-05
[91,] 5.780837e-04 3.348009e-04 4.385803e-04 1.257423e-04 4.176451e-05
[,61] [,62] [,63] [,64] [,65]
[1,] 4.578122e-04 3.703761e-04 2.159809e-04 3.927272e-04 2.736992e-04
[2,] -3.688540e-05 -8.945349e-05 1.065186e-04 3.091324e-05 -1.559309e-04
[3,] 7.242965e-04 7.075276e-04 2.532768e-04 6.009505e-04 6.225207e-05
[4,] 4.236678e-04 4.110976e-04 2.393660e-04 3.275164e-04 2.659073e-04
[5,] 2.216164e-04 2.115934e-04 6.932608e-04 2.235335e-04 -5.897097e-06
[6,] 5.207248e-04 5.548686e-04 1.990748e-04 1.044349e-03 1.264120e-06
[7,] 1.903031e-04 1.258785e-04 3.275542e-04 1.322764e-04 -1.132724e-04
[8,] 4.648308e-04 6.074667e-04 2.338496e-04 2.652025e-04 4.041462e-04
[9,] 1.532005e-04 1.932428e-04 3.227576e-04 2.269856e-04 -1.161885e-04
[10,] 2.982326e-05 1.283901e-04 3.272020e-04 1.758308e-04 -8.940085e-05
[11,] 9.448108e-04 4.984559e-04 1.663279e-04 5.667517e-04 2.314783e-05
[12,] 5.387831e-04 8.903271e-04 2.523277e-04 5.098512e-04 6.793039e-05
[13,] 7.372631e-05 8.291508e-05 5.283547e-04 8.740936e-05 -3.070003e-04
[14,] 3.745784e-05 1.530548e-05 1.833964e-04 3.370508e-04 2.210559e-04
[15,] 4.211735e-04 3.913382e-04 8.145841e-05 1.779514e-04 5.615340e-04
[16,] 1.767654e-04 4.321130e-05 1.038088e-04 4.793710e-05 2.062509e-04
[17,] 1.089878e-03 9.376918e-04 8.346683e-05 3.451388e-04 2.300667e-04
[18,] 4.580356e-04 2.264486e-04 1.201282e-04 4.152191e-05 5.319594e-04
[19,] 6.931608e-04 5.153253e-04 2.711140e-04 8.345163e-04 2.473694e-04
[20,] 3.430186e-04 1.194264e-04 1.779971e-05 6.990500e-05 4.577893e-04
[21,] 6.978286e-04 5.084410e-04 2.766329e-05 4.112145e-04 1.566165e-04
[22,] 4.934063e-04 2.744867e-04 -4.482332e-06 3.485220e-04 1.805512e-04
[23,] 2.475653e-04 1.867690e-04 1.491051e-04 -3.619115e-05 1.855316e-04
[24,] 3.372308e-04 2.315967e-04 1.021105e-04 1.308126e-04 3.197038e-04
[25,] 6.642445e-04 5.263493e-04 4.198927e-04 5.283410e-04 2.998005e-04
[26,] 4.483235e-04 2.347767e-04 1.713268e-04 5.388786e-04 1.446129e-05
[27,] 1.843270e-04 1.795037e-05 1.715498e-04 2.654087e-04 8.842924e-05
[28,] 1.539441e-04 8.481567e-05 6.696172e-04 1.978493e-04 -6.261747e-05
[29,] 1.779725e-04 5.101480e-05 1.935119e-05 9.939335e-04 -9.396501e-05
[30,] 8.611920e-05 -1.240063e-05 4.552146e-05 3.569025e-05 -5.407679e-05
[31,] 1.199683e-04 1.266456e-04 8.798154e-05 4.025855e-04 2.756967e-04
[32,] -3.773561e-05 9.459609e-07 1.926017e-04 5.588817e-05 -1.829459e-04
[33,] -9.056410e-05 -7.621244e-05 1.761486e-04 5.048915e-05 -3.292043e-05
[34,] 4.209062e-04 1.625667e-04 1.227599e-04 5.312536e-04 -3.252771e-05
[35,] 2.088702e-04 2.208422e-04 1.488296e-04 5.182758e-04 -7.320194e-05
[36,] 1.532825e-05 -5.542439e-05 1.062812e-04 1.935550e-05 -2.083253e-04
[37,] 4.320869e-04 3.971859e-04 6.560785e-05 1.565726e-04 5.806718e-04
[38,] 9.507491e-04 1.272073e-03 4.220849e-04 5.217945e-04 3.629912e-04
[39,] 2.267730e-04 2.517992e-04 2.268244e-04 1.972041e-04 5.702923e-04
[40,] 6.259591e-04 5.728850e-04 3.193308e-04 1.243528e-03 2.821028e-04
[41,] 4.447584e-04 3.766637e-04 1.018220e-04 1.539919e-04 8.745371e-04
[42,] 5.330928e-04 4.813906e-04 2.860822e-04 7.477999e-04 1.668645e-04
[43,] 4.408670e-04 5.382719e-04 2.008168e-04 7.318083e-04 2.660743e-04
[44,] 3.729247e-04 3.147093e-04 1.707719e-04 1.919700e-04 3.711308e-04
[45,] 2.471724e-04 3.866667e-04 5.290510e-05 7.714239e-05 3.259419e-04
[46,] 5.862419e-04 6.021355e-04 5.203323e-04 7.284253e-04 3.830759e-04
[47,] 6.510465e-04 6.722086e-04 -4.845740e-06 1.588148e-04 4.638403e-04
[48,] 3.637585e-04 2.086793e-04 1.631825e-04 -6.517685e-05 8.933070e-04
[49,] 4.636905e-04 3.422815e-04 3.915966e-04 8.828769e-04 4.053883e-04
[50,] 2.871029e-04 1.839614e-04 5.641913e-05 6.670554e-05 3.351606e-04
[51,] 5.687491e-04 4.343271e-04 1.441505e-04 4.321415e-04 3.308209e-04
[52,] 2.823263e-04 2.501447e-04 1.441675e-04 2.791994e-04 2.714707e-04
[53,] 3.375884e-04 1.583766e-04 2.205291e-04 -1.039125e-04 4.722255e-04
[54,] 1.504590e-04 2.000966e-04 9.706917e-05 3.859932e-06 6.352700e-04
[55,] 5.801240e-04 4.903959e-04 4.164499e-04 4.630205e-04 3.040457e-04
[56,] 1.002737e-03 1.188967e-03 3.179079e-04 7.721186e-04 4.481298e-04
[57,] 2.759667e-04 4.288780e-04 8.604778e-04 5.750289e-04 -4.494297e-05
[58,] 5.114422e-04 8.177815e-04 1.493228e-04 1.323774e-04 6.011939e-04
[59,] 3.625974e-04 2.114785e-04 4.930575e-04 1.950189e-04 5.486670e-05
[60,] 2.829222e-04 1.519972e-04 3.592243e-04 1.152914e-04 -8.736890e-05
[61,] 1.864296e-03 1.096514e-03 3.137216e-04 4.195141e-04 1.528886e-04
[62,] 1.096514e-03 2.042879e-03 3.655954e-04 5.321742e-04 2.397616e-04
[63,] 3.137216e-04 3.655954e-04 1.594745e-03 2.126461e-04 8.398608e-05
[64,] 4.195141e-04 5.321742e-04 2.126461e-04 2.096096e-03 2.310728e-04
[65,] 1.528886e-04 2.397616e-04 8.398608e-05 2.310728e-04 1.815778e-03
[66,] 5.467905e-04 4.915979e-04 -2.867857e-05 1.139686e-03 3.657655e-05
[67,] 4.176858e-04 2.386903e-04 7.761098e-05 1.000350e-03 2.003457e-04
[68,] 4.448437e-04 1.975614e-04 -1.018064e-06 1.954400e-04 1.593929e-04
[69,] 1.872475e-04 4.032031e-04 1.303228e-04 1.854059e-04 4.435823e-04
[70,] 4.138049e-04 5.883827e-04 4.402052e-04 1.323672e-03 3.706576e-04
[71,] 2.857628e-04 4.555658e-04 2.479256e-04 9.807470e-04 4.684907e-04
[72,] 1.152935e-04 1.723216e-04 2.278487e-04 1.302207e-04 4.424050e-05
[73,] 1.451574e-04 1.133664e-04 1.881575e-04 1.387754e-04 -1.312423e-06
[74,] 1.073354e-03 5.754774e-04 1.919289e-04 1.113243e-03 -7.823434e-05
[75,] 6.151269e-04 8.782862e-04 3.533325e-04 1.334548e-03 1.378751e-04
[76,] 1.058440e-04 2.057245e-04 5.339055e-04 3.608895e-04 1.338122e-04
[77,] 3.691551e-04 4.786665e-04 2.547238e-04 5.149015e-04 5.473375e-04
[78,] 2.665800e-04 2.811425e-04 2.384456e-04 3.804896e-04 4.309449e-04
[79,] 4.797013e-04 3.017432e-04 7.738385e-05 -4.672202e-05 8.161650e-04
[80,] 3.046893e-04 3.740645e-04 1.652109e-04 7.586237e-05 1.098408e-03
[81,] 3.185741e-04 4.894201e-04 4.124761e-04 6.594096e-04 7.417915e-04
[82,] 9.761808e-05 1.598929e-04 5.290067e-05 7.409685e-05 3.424484e-05
[83,] 1.001623e-03 4.840176e-04 4.125593e-05 6.134549e-04 -6.348003e-05
[84,] 5.598884e-04 9.979267e-04 2.195429e-04 8.671923e-04 5.448074e-06
[85,] 3.354501e-06 4.452456e-05 6.777408e-04 9.464558e-05 -2.754879e-05
[86,] 8.393937e-04 3.751557e-04 8.820622e-05 4.500416e-04 -3.985342e-05
[87,] 4.954971e-04 8.512182e-04 1.495440e-04 8.046375e-04 8.409580e-05
[88,] 7.225446e-05 8.223529e-05 6.030693e-04 1.367438e-05 -1.935671e-04
[89,] 3.112669e-04 2.737952e-04 1.077436e-04 2.408385e-06 5.837058e-05
[90,] 8.899494e-04 5.841263e-04 3.463130e-04 7.533731e-04 8.358989e-05
[91,] 5.992598e-04 9.419532e-04 5.087419e-04 6.810668e-04 2.807021e-04
[,66] [,67] [,68] [,69] [,70]
[1,] 4.145575e-04 4.243077e-04 5.739569e-05 1.087919e-04 2.990100e-04
[2,] 9.274789e-05 -3.879917e-05 -2.081439e-06 -8.363185e-05 -1.070358e-05
[3,] 8.202686e-04 9.414010e-04 1.430015e-04 1.756905e-04 3.148289e-04
[4,] 3.890856e-04 3.886163e-04 1.221103e-04 1.515136e-04 2.271875e-04
[5,] 1.050143e-04 1.351608e-04 8.960287e-06 4.598911e-05 8.816004e-05
[6,] 1.249145e-03 1.199657e-03 2.935687e-04 1.517784e-04 1.004981e-03
[7,] 2.748883e-04 3.236846e-04 3.605831e-05 -5.908439e-05 8.425732e-05
[8,] 3.930427e-04 3.686262e-04 1.460396e-04 2.021830e-04 1.023468e-04
[9,] 1.509566e-04 3.475023e-05 1.888430e-04 1.265708e-04 3.206675e-04
[10,] 1.875768e-05 -3.503024e-06 -4.274896e-05 5.755952e-05 2.725050e-04
[11,] 7.844726e-04 5.679466e-04 1.837596e-05 -1.334938e-06 5.769796e-04
[12,] 9.073095e-04 8.628537e-04 1.019651e-05 4.496160e-05 4.180774e-04
[13,] 3.795170e-04 4.388622e-04 9.269825e-05 -6.395378e-05 2.091009e-05
[14,] 2.884158e-04 4.073142e-04 -7.602563e-05 1.127173e-04 2.592556e-04
[15,] -1.142100e-05 -1.236788e-04 2.657088e-04 2.539180e-04 2.183488e-04
[16,] 1.652584e-05 3.679824e-05 1.385843e-04 2.503942e-05 1.188137e-04
[17,] 3.745701e-04 2.117982e-04 3.816931e-04 2.135797e-04 3.612516e-04
[18,] 4.782612e-05 1.728878e-04 7.070134e-04 3.831389e-04 4.646864e-05
[19,] 4.326162e-04 4.097618e-04 1.423545e-04 1.558588e-04 5.059745e-04
[20,] 3.348856e-05 8.675703e-05 3.594403e-04 1.757285e-04 4.776733e-05
[21,] 7.963514e-04 4.423881e-04 2.221737e-04 7.424258e-05 2.123859e-04
[22,] 3.878132e-04 8.833298e-04 1.360573e-04 9.070047e-05 1.444557e-04
[23,] 7.485734e-05 9.283857e-05 1.705285e-04 1.111084e-04 4.141727e-05
[24,] -1.594416e-05 1.423865e-05 3.423557e-04 3.252324e-04 1.612865e-04
[25,] 2.497100e-04 1.978231e-04 2.360755e-04 2.587143e-04 7.947400e-04
[26,] 7.529322e-04 8.838734e-04 5.767886e-05 9.587367e-05 2.387115e-04
[27,] 2.557630e-04 3.754429e-04 3.822626e-05 1.064101e-04 1.161608e-04
[28,] 1.570810e-04 1.722247e-04 -3.727107e-05 -3.800555e-05 3.019499e-05
[29,] 9.304035e-04 9.835968e-04 1.406571e-04 3.727412e-05 8.663425e-04
[30,] 8.855559e-05 1.239684e-04 5.949110e-05 -6.030960e-05 -1.120194e-05
[31,] 2.392071e-04 4.176816e-04 7.318294e-05 6.865918e-05 2.266365e-04
[32,] -7.852219e-05 -1.111591e-04 1.684242e-04 9.640942e-05 9.101098e-05
[33,] -8.314733e-05 -3.708695e-05 -4.812804e-05 5.988001e-05 7.320740e-05
[34,] 5.730998e-04 4.463172e-04 -3.961877e-05 -2.203444e-05 5.272804e-04
[35,] 7.195887e-04 7.789939e-04 -6.782152e-05 2.455881e-05 3.389672e-04
[36,] 1.155751e-04 1.445056e-04 1.055156e-04 -1.042666e-04 4.148713e-05
[37,] 9.562264e-05 9.410327e-05 3.033842e-04 3.000955e-04 2.464962e-04
[38,] 3.130514e-04 2.958799e-04 2.432335e-04 1.787477e-04 6.220415e-04
[39,] 4.687944e-05 1.243444e-04 4.373767e-04 5.448684e-04 4.143157e-04
[40,] 7.501904e-04 7.132801e-04 2.160954e-04 1.185687e-04 7.777100e-04
[41,] 4.078257e-05 1.905645e-04 3.304571e-04 3.037242e-04 3.055709e-04
[42,] 1.158608e-03 7.334685e-04 1.521419e-04 8.359521e-05 5.686868e-04
[43,] 7.385373e-04 1.528709e-03 8.963833e-05 9.785789e-05 5.377069e-04
[44,] 1.001082e-04 3.730253e-05 5.130346e-04 2.086832e-04 2.398083e-04
[45,] 1.422133e-05 9.629103e-06 2.258234e-04 3.412301e-04 3.184814e-04
[46,] 5.174614e-04 5.096648e-04 1.556920e-04 2.483693e-04 1.074672e-03
[47,] 3.379626e-04 1.234240e-04 2.597944e-04 1.280904e-04 3.414762e-04
[48,] 7.039879e-05 2.203720e-04 3.189966e-04 3.520174e-04 9.514632e-05
[49,] 4.824319e-04 3.665160e-04 1.850225e-05 1.258186e-04 5.121123e-04
[50,] 1.248722e-04 9.507239e-05 1.774220e-04 2.307829e-04 -3.048243e-05
[51,] 8.182944e-04 3.901182e-04 6.938273e-05 -1.722635e-05 4.085521e-04
[52,] 3.422184e-04 7.110744e-04 1.438681e-04 8.093444e-05 1.632747e-04
[53,] 2.297223e-06 1.444030e-04 3.426430e-04 3.587954e-05 3.162064e-05
[54,] -1.329982e-04 1.062079e-05 8.507645e-05 3.314236e-04 1.224073e-04
[55,] 4.248627e-04 2.193122e-04 8.954553e-05 2.088832e-04 7.113195e-04
[56,] 9.554551e-04 8.873565e-04 4.200786e-04 2.805912e-04 7.615531e-04
[57,] 1.832958e-04 1.941691e-04 -7.802474e-05 8.406555e-05 2.400777e-04
[58,] 2.502770e-04 2.349692e-05 6.820047e-05 1.307629e-04 2.253165e-04
[59,] 5.777760e-04 3.866792e-04 7.331512e-06 -2.821955e-05 -7.850448e-05
[60,] 3.242715e-04 6.015052e-04 -8.199325e-05 -1.866721e-04 -2.199557e-05
[61,] 5.467905e-04 4.176858e-04 4.448437e-04 1.872475e-04 4.138049e-04
[62,] 4.915979e-04 2.386903e-04 1.975614e-04 4.032031e-04 5.883827e-04
[63,] -2.867857e-05 7.761098e-05 -1.018064e-06 1.303228e-04 4.402052e-04
[64,] 1.139686e-03 1.000350e-03 1.954400e-04 1.854059e-04 1.323672e-03
[65,] 3.657655e-05 2.003457e-04 1.593929e-04 4.435823e-04 3.706576e-04
[66,] 2.232008e-03 1.356099e-03 2.196984e-04 4.701301e-05 8.465178e-04
[67,] 1.356099e-03 2.429750e-03 3.138529e-04 1.006692e-04 6.455729e-04
[68,] 2.196984e-04 3.138529e-04 1.284653e-03 3.534202e-04 2.147849e-04
[69,] 4.701301e-05 1.006692e-04 3.534202e-04 9.484849e-04 2.047370e-04
[70,] 8.465178e-04 6.455729e-04 2.147849e-04 2.047370e-04 2.097704e-03
[71,] 4.886854e-04 3.379242e-04 -4.113254e-05 9.550459e-05 6.619928e-04
[72,] 3.064312e-04 1.767186e-04 2.596425e-05 7.644769e-05 3.921345e-05
[73,] 1.992559e-04 4.706677e-04 -2.634596e-06 1.226077e-04 -3.605400e-05
[74,] 6.608307e-04 5.381555e-04 2.692607e-04 2.734621e-05 7.439992e-04
[75,] 8.738118e-04 7.848330e-04 2.256501e-05 2.607939e-04 6.861289e-04
[76,] 1.241147e-04 4.437441e-05 3.551097e-05 -6.145584e-06 3.242648e-04
[77,] 9.733123e-04 5.349107e-04 -6.587625e-05 -6.804059e-06 3.061853e-04
[78,] 5.383877e-04 9.397883e-04 1.829524e-05 5.324864e-05 1.072407e-04
[79,] -4.137970e-05 4.514210e-05 6.703988e-04 1.866630e-04 8.804196e-05
[80,] -6.434267e-05 9.060582e-05 1.603725e-04 4.338891e-04 2.370879e-04
[81,] 2.540590e-04 6.045046e-05 3.037201e-05 1.728031e-04 9.487925e-04
[82,] 2.931159e-04 2.889176e-04 6.286513e-05 4.027085e-05 1.024302e-04
[83,] 1.158317e-03 7.249594e-04 2.379470e-04 -7.057486e-05 4.565997e-04
[84,] 1.401863e-03 8.651631e-04 -3.287418e-05 2.228696e-04 5.673234e-04
[85,] 2.381503e-04 2.496498e-04 -2.366847e-05 -1.317494e-05 2.709175e-04
[86,] 6.728122e-04 1.142858e-03 5.644790e-05 3.721265e-05 2.582237e-04
[87,] 8.790662e-04 1.597422e-03 5.024463e-05 1.835508e-04 4.195337e-04
[88,] 2.644023e-04 5.390912e-04 -8.136774e-05 5.014032e-05 9.678348e-05
[89,] -9.751587e-05 6.094583e-06 5.632637e-04 3.272104e-04 2.176245e-05
[90,] 4.732810e-04 2.974902e-04 2.927440e-04 6.420229e-05 1.189836e-03
[91,] 5.543583e-04 4.066769e-04 1.139091e-05 3.464130e-04 1.242895e-03
[,71] [,72] [,73] [,74] [,75]
[1,] 4.070164e-04 1.523195e-04 1.827666e-04 5.159228e-04 4.534827e-04
[2,] -2.024539e-05 1.929262e-04 2.143675e-05 1.378940e-04 5.356350e-05
[3,] 2.856767e-04 2.781751e-04 4.222991e-04 6.509199e-04 8.304524e-04
[4,] 6.264584e-04 1.143907e-04 2.373517e-04 4.603671e-04 3.619599e-04
[5,] 2.508110e-04 3.007363e-04 3.543813e-04 2.420143e-04 1.871328e-04
[6,] 1.923564e-04 3.209676e-04 3.874605e-04 6.248343e-04 5.226246e-04
[7,] -1.693882e-04 4.967575e-04 7.628287e-04 1.607363e-04 1.320957e-04
[8,] 8.083714e-04 3.219887e-04 3.556311e-04 2.708119e-04 4.532569e-04
[9,] 1.933054e-04 3.867450e-04 3.646496e-04 3.221256e-04 2.378641e-04
[10,] 1.201104e-04 1.979057e-04 6.124136e-04 1.446027e-04 8.209289e-05
[11,] 1.949516e-04 2.957613e-04 1.939835e-04 1.072458e-03 6.430424e-04
[12,] 3.657622e-04 2.750270e-04 2.240768e-04 6.561468e-04 1.008319e-03
[13,] -1.299677e-05 3.371062e-04 4.406999e-04 1.509383e-04 2.220971e-04
[14,] 3.245772e-04 1.485347e-04 2.006041e-04 3.548702e-04 3.921206e-04
[15,] 4.657350e-04 -4.162078e-05 -1.054884e-04 2.069393e-04 2.005058e-04
[16,] 1.193530e-04 -4.521792e-05 8.921634e-06 1.795997e-04 5.337258e-05
[17,] 4.147657e-04 -4.627985e-05 4.550798e-06 6.591946e-04 5.107662e-04
[18,] 1.535377e-04 -3.792432e-05 -3.986633e-06 1.520975e-04 1.905306e-04
[19,] 7.792126e-04 1.088583e-04 9.825038e-05 1.121700e-03 9.443817e-04
[20,] -4.734776e-05 7.421834e-05 7.640006e-05 2.151466e-04 1.095955e-04
[21,] 4.639030e-04 1.351708e-04 -1.877025e-05 6.255712e-04 5.570416e-04
[22,] 3.855049e-04 -7.513485e-06 2.509305e-04 5.508861e-04 5.163612e-04
[23,] 1.318748e-04 1.573731e-06 3.267499e-05 1.315709e-04 1.348585e-04
[24,] 1.246240e-04 -2.872092e-05 8.444195e-05 2.460832e-04 2.590175e-04
[25,] 5.028862e-04 2.091899e-04 1.072604e-04 6.326076e-04 5.669596e-04
[26,] 3.347867e-04 2.209446e-04 3.248285e-04 5.787230e-04 7.402342e-04
[27,] 4.289733e-04 1.235044e-04 2.122362e-04 3.679482e-04 2.473146e-04
[28,] 2.204183e-04 3.824320e-04 3.950374e-04 2.346975e-04 2.011798e-04
[29,] 3.148773e-04 1.809824e-04 2.455313e-04 6.052458e-04 4.987492e-04
[30,] -2.662644e-04 3.805428e-04 5.975313e-04 3.207141e-05 -3.435716e-05
[31,] 8.909573e-04 1.573110e-04 2.467452e-04 2.653728e-04 4.102845e-04
[32,] -5.766386e-05 3.653072e-04 3.519937e-04 1.861676e-04 1.773172e-05
[33,] -2.527666e-05 2.514581e-04 5.951065e-04 6.117040e-05 -9.429444e-06
[34,] 1.804176e-04 2.053696e-04 1.409958e-04 8.724104e-04 5.369112e-04
[35,] 3.300513e-04 1.848275e-04 1.899323e-04 5.958783e-04 9.634838e-04
[36,] -3.609269e-05 2.805824e-04 3.219529e-04 8.225520e-05 9.595885e-06
[37,] 3.852797e-04 1.049813e-04 5.918593e-05 2.199598e-04 5.129147e-05
[38,] 4.669474e-04 1.096934e-04 1.640397e-04 5.657693e-04 5.261332e-04
[39,] 2.374144e-04 7.057523e-05 7.768830e-05 1.816963e-04 1.480473e-04
[40,] 1.057134e-03 6.868326e-05 6.312201e-05 1.136755e-03 1.630503e-03
[41,] 3.390792e-04 2.843268e-04 1.638244e-04 2.138461e-04 2.804238e-04
[42,] 8.046287e-04 2.749810e-04 2.479826e-04 7.121269e-04 9.283235e-04
[43,] 6.583387e-04 2.476447e-04 6.344659e-04 6.776794e-04 8.558239e-04
[44,] 3.034308e-04 8.108008e-05 7.981143e-05 2.178068e-04 2.056002e-04
[45,] 2.570802e-04 1.027298e-05 8.252608e-06 1.673677e-04 2.727346e-04
[46,] 7.196603e-04 7.511423e-05 1.422021e-04 7.628782e-04 9.874176e-04
[47,] 6.538519e-04 -4.958603e-05 8.559034e-05 3.488750e-04 2.400826e-04
[48,] 2.673070e-04 -1.389863e-05 -2.620907e-06 -8.529932e-05 3.191563e-05
[49,] 1.351354e-03 1.438556e-04 2.143553e-04 9.645383e-04 9.750342e-04
[50,] -1.933707e-04 2.847841e-04 2.894227e-04 1.019294e-04 1.533832e-04
[51,] 9.501806e-04 4.295863e-06 -2.420189e-05 5.934319e-04 5.509950e-04
[52,] 7.806159e-04 -7.041294e-05 9.832302e-05 3.257013e-04 4.897992e-04
[53,] 2.510795e-04 4.986662e-05 -4.342460e-05 4.533119e-05 -6.174392e-05
[54,] 3.318158e-04 -4.935806e-06 1.210000e-04 -3.514976e-05 8.970044e-06
[55,] 8.447694e-04 8.389221e-05 2.012915e-04 5.243221e-04 4.472903e-04
[56,] 1.942028e-04 6.221627e-05 4.928215e-05 3.919571e-04 5.110915e-04
[57,] 4.419157e-04 4.085177e-04 3.801083e-04 3.300484e-04 4.457701e-04
[58,] 7.973345e-04 1.530706e-04 1.266654e-04 1.605683e-04 3.819733e-04
[59,] 3.190150e-04 4.861942e-04 2.342123e-04 1.875379e-04 3.204316e-04
[60,] 2.746211e-04 2.032543e-04 6.915337e-04 1.461369e-04 1.623339e-04
[61,] 2.857628e-04 1.152935e-04 1.451574e-04 1.073354e-03 6.151269e-04
[62,] 4.555658e-04 1.723216e-04 1.133664e-04 5.754774e-04 8.782862e-04
[63,] 2.479256e-04 2.278487e-04 1.881575e-04 1.919289e-04 3.533325e-04
[64,] 9.807470e-04 1.302207e-04 1.387754e-04 1.113243e-03 1.334548e-03
[65,] 4.684907e-04 4.424050e-05 -1.312423e-06 -7.823434e-05 1.378751e-04
[66,] 4.886854e-04 3.064312e-04 1.992559e-04 6.608307e-04 8.738118e-04
[67,] 3.379242e-04 1.767186e-04 4.706677e-04 5.381555e-04 7.848330e-04
[68,] -4.113254e-05 2.596425e-05 -2.634596e-06 2.692607e-04 2.256501e-05
[69,] 9.550459e-05 7.644769e-05 1.226077e-04 2.734621e-05 2.607939e-04
[70,] 6.619928e-04 3.921345e-05 -3.605400e-05 7.439992e-04 6.861289e-04
[71,] 2.378578e-03 -7.700738e-06 -1.415865e-04 8.081124e-04 1.094203e-03
[72,] -7.700738e-06 1.131941e-03 6.597845e-04 8.384343e-05 9.098801e-05
[73,] -1.415865e-04 6.597845e-04 1.709023e-03 1.383799e-04 1.319119e-04
[74,] 8.081124e-04 8.384343e-05 1.383799e-04 2.051221e-03 1.203646e-03
[75,] 1.094203e-03 9.098801e-05 1.319119e-04 1.203646e-03 2.252408e-03
[76,] 1.721679e-04 3.378432e-04 3.148906e-04 1.479541e-04 2.856850e-04
[77,] 1.191165e-03 2.559126e-04 2.031863e-04 4.219107e-04 8.616873e-04
[78,] 1.047420e-03 2.622722e-04 5.684709e-04 2.732184e-04 7.103226e-04
[79,] 4.532856e-04 1.835291e-05 -7.094218e-05 1.415788e-04 7.833700e-06
[80,] 4.419156e-04 2.785039e-04 2.246137e-04 -1.317802e-05 2.157671e-04
[81,] 1.402894e-03 1.136402e-04 5.126476e-05 4.998806e-04 7.523120e-04
[82,] 7.869727e-05 2.733794e-04 7.107327e-04 1.124974e-04 1.409184e-04
[83,] 4.228906e-04 1.155767e-04 1.534681e-04 1.155396e-03 7.420852e-04
[84,] 8.394333e-04 2.978526e-04 2.949315e-04 7.570845e-04 1.376457e-03
[85,] 1.160603e-04 5.961831e-04 4.110028e-04 9.401073e-05 1.395739e-04
[86,] 2.128118e-04 1.278136e-04 2.370242e-04 9.142537e-04 7.217318e-04
[87,] 6.794391e-04 2.532863e-04 5.614170e-04 8.158659e-04 1.213255e-03
[88,] 1.198567e-05 4.232531e-04 1.089428e-03 1.198249e-04 1.907056e-04
[89,] -1.583224e-05 1.588404e-05 1.747216e-04 1.976989e-04 2.265633e-04
[90,] 5.213375e-04 7.385284e-05 1.362191e-04 1.216450e-03 7.029389e-04
[91,] 7.446733e-04 9.744722e-05 1.450635e-04 6.730617e-04 1.238819e-03
[,76] [,77] [,78] [,79] [,80]
[1,] 8.345225e-05 4.988681e-04 4.310888e-04 3.076940e-04 1.936897e-04
[2,] 7.494426e-05 -9.575360e-05 -7.338444e-05 -1.235019e-04 -1.103800e-04
[3,] 2.500463e-04 4.960393e-04 4.468038e-04 1.875076e-04 8.744742e-05
[4,] 5.666443e-05 6.129141e-04 6.915526e-04 3.398605e-04 1.824383e-04
[5,] 2.210940e-04 2.821682e-04 2.078427e-04 1.420498e-04 1.118073e-04
[6,] 2.367913e-04 3.634520e-04 3.500399e-04 1.293833e-04 7.356076e-05
[7,] 3.861432e-04 2.639326e-04 3.365269e-04 -5.428948e-05 -2.867182e-05
[8,] 2.349581e-04 1.090717e-03 1.035806e-03 4.908508e-04 4.071606e-04
[9,] 1.951433e-04 6.145277e-05 1.604210e-04 1.498595e-04 1.059201e-04
[10,] 1.821352e-04 1.076141e-04 2.202664e-05 -4.017423e-05 3.249284e-05
[11,] 1.617460e-04 4.719646e-04 3.185011e-04 -2.020786e-05 8.155602e-05
[12,] 2.803045e-04 6.868859e-04 5.583918e-04 1.126993e-04 -1.115190e-04
[13,] 4.454892e-04 1.950846e-04 2.577983e-04 -2.262926e-05 -5.880666e-05
[14,] 1.803916e-05 4.667032e-04 3.203463e-04 1.045991e-04 1.214160e-04
[15,] 1.524861e-05 2.952451e-04 2.488363e-04 5.975976e-04 5.391523e-04
[16,] -1.116285e-05 5.484779e-05 3.711407e-05 3.847111e-04 2.356209e-04
[17,] 9.510091e-05 2.675253e-04 2.336511e-04 4.023427e-04 2.411244e-04
[18,] -9.096454e-06 1.348313e-04 1.618654e-04 5.597349e-04 4.123386e-04
[19,] 2.537772e-05 4.829721e-04 4.426264e-04 3.292822e-04 2.065456e-04
[20,] -2.961374e-05 1.347208e-04 1.084088e-04 9.951346e-04 6.353813e-04
[21,] 1.142101e-04 8.564173e-04 3.210241e-04 4.108411e-04 1.872189e-04
[22,] 1.145618e-05 2.884173e-04 8.729078e-04 3.455710e-04 2.051497e-04
[23,] -6.449379e-05 2.454512e-04 2.606904e-04 3.942800e-04 2.340805e-04
[24,] -4.008447e-05 8.457463e-05 9.017625e-05 4.934985e-04 5.399889e-04
[25,] 1.980521e-04 2.072835e-04 3.329950e-04 4.504912e-04 3.906391e-04
[26,] 9.220686e-05 3.848299e-04 5.302483e-04 -4.734605e-05 -5.727739e-05
[27,] -4.204844e-05 4.224490e-04 5.224100e-04 2.130632e-04 8.495642e-05
[28,] 2.034270e-04 2.394423e-04 2.364142e-04 -1.611969e-05 -3.900409e-06
[29,] 1.560117e-04 1.876009e-04 3.745190e-04 3.709332e-06 -8.648243e-05
[30,] 3.908572e-04 1.151946e-05 1.530780e-04 -1.010184e-04 -4.889842e-05
[31,] 2.049359e-04 9.083017e-04 9.852056e-04 2.263825e-04 2.332506e-04
[32,] 1.849098e-04 -1.687964e-04 -2.936870e-05 1.505068e-04 6.951068e-05
[33,] 1.161549e-04 -5.140217e-05 -9.914306e-05 -1.121798e-04 4.688755e-05
[34,] 1.366076e-04 3.828932e-04 2.127564e-04 -1.398280e-04 -6.005687e-05
[35,] 1.570667e-04 5.025729e-04 5.403215e-04 -9.924334e-05 -2.128371e-04
[36,] 3.939816e-04 -4.939307e-05 5.165647e-05 2.196066e-05 -4.471657e-05
[37,] -3.058141e-05 9.056497e-05 1.386566e-04 4.892996e-04 5.728860e-04
[38,] 1.104892e-04 4.020750e-04 3.326994e-04 5.535067e-04 4.124023e-04
[39,] 3.616674e-05 1.410422e-04 1.707930e-04 4.631575e-04 4.015112e-04
[40,] 2.673662e-04 8.186325e-04 6.784955e-04 3.134043e-04 3.341931e-04
[41,] 1.255768e-04 2.896213e-04 3.511060e-04 7.818722e-04 1.064776e-03
[42,] 1.481303e-04 8.787281e-04 6.361865e-04 3.672779e-04 2.201670e-04
[43,] 2.275153e-04 6.384882e-04 1.152003e-03 2.973264e-04 3.662340e-04
[44,] 1.152910e-04 3.106570e-04 2.447265e-04 6.107260e-04 3.366808e-04
[45,] 8.905344e-05 1.279680e-04 2.218573e-04 3.483552e-04 4.162964e-04
[46,] 1.984099e-04 5.829240e-04 3.736658e-04 2.583381e-04 3.190932e-04
[47,] 1.106596e-04 6.342313e-04 5.326691e-04 4.464254e-04 3.806579e-04
[48,] -1.309609e-05 3.588036e-04 3.215929e-04 5.709602e-04 6.569933e-04
[49,] 1.112958e-04 1.013916e-03 8.973623e-04 3.521132e-04 4.565502e-04
[50,] 8.654266e-05 2.142695e-04 1.271934e-04 2.905545e-04 3.601311e-04
[51,] 5.073051e-05 1.239141e-03 6.846144e-04 3.135179e-04 2.108939e-04
[52,] 8.437294e-05 6.329653e-04 1.186258e-03 4.186572e-04 3.284448e-04
[53,] -8.066277e-06 2.772579e-04 4.401760e-04 9.107817e-04 5.128423e-04
[54,] -1.143209e-04 1.680587e-04 2.871886e-04 5.868172e-04 8.315401e-04
[55,] -1.669046e-05 6.104191e-04 7.095497e-04 3.977551e-04 4.350548e-04
[56,] 5.706375e-05 3.684892e-04 1.341910e-04 2.145514e-04 1.869667e-04
[57,] 3.522066e-04 3.262226e-04 4.015778e-04 -2.164066e-05 1.117449e-04
[58,] 1.110396e-04 8.621256e-04 7.036612e-04 4.853777e-04 5.392257e-04
[59,] 1.303340e-04 5.501484e-04 4.189218e-04 9.403328e-05 1.337971e-04
[60,] 8.959822e-05 3.605904e-04 7.751141e-04 1.039966e-05 3.698396e-05
[61,] 1.058440e-04 3.691551e-04 2.665800e-04 4.797013e-04 3.046893e-04
[62,] 2.057245e-04 4.786665e-04 2.811425e-04 3.017432e-04 3.740645e-04
[63,] 5.339055e-04 2.547238e-04 2.384456e-04 7.738385e-05 1.652109e-04
[64,] 3.608895e-04 5.149015e-04 3.804896e-04 -4.672202e-05 7.586237e-05
[65,] 1.338122e-04 5.473375e-04 4.309449e-04 8.161650e-04 1.098408e-03
[66,] 1.241147e-04 9.733123e-04 5.383877e-04 -4.137970e-05 -6.434267e-05
[67,] 4.437441e-05 5.349107e-04 9.397883e-04 4.514210e-05 9.060582e-05
[68,] 3.551097e-05 -6.587625e-05 1.829524e-05 6.703988e-04 1.603725e-04
[69,] -6.145584e-06 -6.804059e-06 5.324864e-05 1.866630e-04 4.338891e-04
[70,] 3.242648e-04 3.061853e-04 1.072407e-04 8.804196e-05 2.370879e-04
[71,] 1.721679e-04 1.191165e-03 1.047420e-03 4.532856e-04 4.419156e-04
[72,] 3.378432e-04 2.559126e-04 2.622722e-04 1.835291e-05 2.785039e-04
[73,] 3.148906e-04 2.031863e-04 5.684709e-04 -7.094218e-05 2.246137e-04
[74,] 1.479541e-04 4.219107e-04 2.732184e-04 1.415788e-04 -1.317802e-05
[75,] 2.856850e-04 8.616873e-04 7.103226e-04 7.833700e-06 2.157671e-04
[76,] 1.121554e-03 1.837343e-04 1.879688e-04 2.176054e-05 1.508065e-04
[77,] 1.837343e-04 2.342694e-03 1.260491e-03 2.878187e-04 4.080458e-04
[78,] 1.879688e-04 1.260491e-03 2.377762e-03 4.862171e-04 5.027209e-04
[79,] 2.176054e-05 2.878187e-04 4.862171e-04 2.046605e-03 1.007335e-03
[80,] 1.508065e-04 4.080458e-04 5.027209e-04 1.007335e-03 1.686611e-03
[81,] 2.519948e-04 8.930065e-04 1.068842e-03 5.615048e-04 6.621985e-04
[82,] 1.553415e-04 1.381527e-04 3.134689e-04 1.389884e-04 1.450827e-04
[83,] 9.212025e-05 7.188315e-04 5.298349e-04 2.291332e-04 6.386688e-05
[84,] 2.054968e-04 1.076711e-03 6.881546e-04 4.390227e-05 2.077571e-04
[85,] 5.613125e-04 2.021646e-04 2.565894e-04 -1.553866e-06 1.637840e-04
[86,] 1.359326e-04 4.741888e-04 7.517876e-04 7.974595e-05 1.497727e-04
[87,] 2.041961e-04 6.954948e-04 1.096577e-03 1.170806e-04 1.752032e-04
[88,] 4.414152e-04 2.441315e-04 4.981847e-04 -1.260288e-04 9.691943e-05
[89,] -6.687589e-06 -2.637973e-05 9.324617e-05 4.892206e-04 2.115278e-04
[90,] 2.102799e-04 3.193672e-04 2.123481e-04 2.918031e-04 1.774041e-04
[91,] 2.484554e-04 6.001807e-04 4.628824e-04 1.426331e-04 3.981958e-04
[,81] [,82] [,83] [,84] [,85]
[1,] 3.304466e-04 2.228441e-04 5.641693e-04 6.503953e-04 2.798848e-04
[2,] -5.949212e-05 3.410130e-05 6.756096e-05 2.776909e-05 1.856760e-04
[3,] 1.794516e-04 2.570520e-04 8.067309e-04 1.201146e-03 3.236686e-04
[4,] 5.328099e-04 2.291484e-04 4.625405e-04 4.802323e-04 7.468312e-05
[5,] 1.034532e-04 7.432037e-05 2.200324e-04 4.351540e-04 3.876625e-04
[6,] 1.998421e-05 1.265919e-04 8.053222e-04 9.361472e-04 4.629423e-04
[7,] 9.317990e-05 2.758960e-04 3.274834e-04 3.420286e-04 3.531423e-04
[8,] 8.374106e-04 1.950711e-04 5.233561e-04 7.259378e-04 2.693401e-04
[9,] 1.785230e-04 4.158360e-04 1.417132e-04 3.283635e-04 3.934886e-04
[10,] 1.724038e-04 5.040973e-04 1.124932e-04 2.613518e-04 2.614172e-04
[11,] 2.411488e-04 1.004035e-04 1.116957e-03 8.028779e-04 2.782243e-04
[12,] 3.388258e-04 1.851582e-04 7.945022e-04 1.369831e-03 3.458777e-04
[13,] -2.091448e-04 2.515276e-04 2.855706e-04 4.078371e-04 7.914413e-04
[14,] 2.575920e-04 4.749048e-05 3.797462e-04 4.394276e-04 1.773808e-04
[15,] 4.131180e-04 -1.274611e-04 6.258191e-05 4.561676e-05 -1.288970e-04
[16,] 8.617168e-05 1.140573e-04 1.477177e-04 -3.711990e-05 -8.562638e-05
[17,] 2.890522e-04 6.571178e-05 6.419199e-04 5.087083e-04 -4.310376e-05
[18,] 1.540877e-04 2.610119e-06 1.798067e-04 3.175043e-05 -9.406534e-05
[19,] 4.911028e-04 -2.172210e-05 6.095220e-04 5.452161e-04 1.725948e-04
[20,] -4.199251e-05 -9.174575e-05 3.465161e-04 4.588617e-05 -1.462509e-04
[21,] 1.660036e-04 1.665779e-04 1.079887e-03 9.098631e-04 9.198488e-06
[22,] 2.774078e-04 2.982958e-04 6.712960e-04 5.312082e-04 2.191827e-05
[23,] 2.144933e-04 1.579096e-04 8.074351e-05 -1.017745e-05 -7.244488e-05
[24,] 1.729121e-04 1.061966e-04 1.612917e-05 3.734316e-05 -1.018133e-04
[25,] 8.830461e-04 9.623174e-05 3.832830e-04 3.603264e-04 2.258744e-04
[26,] 2.939823e-04 2.276060e-04 6.033778e-04 8.619629e-04 2.529714e-04
[27,] 3.765575e-04 1.119717e-04 3.956419e-04 2.849998e-04 -1.294356e-05
[28,] 2.981580e-05 1.121089e-04 8.230606e-05 2.771694e-04 3.963630e-04
[29,] 1.505920e-04 7.917514e-05 6.240783e-04 7.009282e-04 2.200309e-04
[30,] -1.035395e-05 2.721215e-04 1.530473e-04 9.491714e-05 3.066623e-04
[31,] 9.387250e-04 1.315161e-04 4.539456e-04 5.219777e-04 6.882152e-05
[32,] -9.112348e-05 3.210100e-04 -5.923004e-05 -5.857861e-05 3.802799e-04
[33,] -7.861218e-05 5.052162e-04 -2.286877e-05 -2.314284e-05 3.333191e-04
[34,] 2.874987e-04 7.535804e-05 8.033732e-04 5.868757e-04 1.622422e-04
[35,] 3.240680e-04 6.078216e-05 6.445321e-04 1.025772e-03 2.069958e-04
[36,] -1.709435e-04 3.241841e-04 1.032862e-04 1.291804e-04 5.817733e-04
[37,] 3.597002e-04 -2.953508e-05 1.395506e-04 7.889969e-05 -7.656593e-06
[38,] 4.641485e-04 6.928229e-05 4.173713e-04 4.756574e-04 8.639149e-05
[39,] 3.856907e-04 -9.116816e-05 3.979286e-05 1.191463e-04 2.473769e-05
[40,] 7.661785e-04 7.104903e-05 6.823922e-04 9.438960e-04 1.187116e-04
[41,] 5.634343e-04 4.149690e-05 2.570549e-04 2.101395e-04 1.791121e-04
[42,] 6.113450e-04 2.187374e-04 1.059123e-03 1.485873e-03 3.875778e-04
[43,] 3.874651e-04 3.237821e-04 6.506418e-04 1.071500e-03 3.581116e-04
[44,] 2.886784e-04 -2.628466e-05 7.830665e-05 1.335945e-04 1.338059e-05
[45,] 2.811385e-04 6.835278e-05 4.567209e-05 2.045315e-04 -2.643336e-05
[46,] 1.023421e-03 1.428655e-04 5.131382e-04 7.267234e-04 1.840161e-04
[47,] 4.884524e-04 1.351876e-04 4.645872e-04 3.542354e-04 -4.453743e-05
[48,] 1.713631e-04 -4.126443e-05 1.298642e-05 -4.861604e-05 6.632736e-05
[49,] 8.643036e-04 -1.376644e-05 6.181598e-04 5.598371e-04 1.077874e-04
[50,] -1.226611e-04 3.363721e-05 1.722508e-04 6.438177e-05 7.378879e-05
[51,] 5.467722e-04 1.586552e-04 8.944536e-04 8.457711e-04 -6.437033e-05
[52,] 6.138355e-04 1.131450e-04 4.436623e-04 5.038854e-04 -3.868576e-07
[53,] 3.096437e-04 4.008429e-05 1.422846e-04 -9.559775e-05 1.196350e-04
[54,] 2.420200e-04 8.729411e-05 -1.122175e-04 1.686404e-05 5.720184e-05
[55,] 1.186967e-03 7.999257e-05 5.402930e-04 5.141995e-04 8.234183e-05
[56,] 2.505692e-04 1.413985e-04 4.752224e-04 5.276905e-04 -1.119101e-04
[57,] 3.099005e-04 9.995056e-05 1.228955e-04 3.924503e-04 2.659919e-04
[58,] 7.842389e-04 8.334341e-05 2.628423e-04 4.049571e-04 1.033282e-04
[59,] 2.102439e-04 3.974028e-04 3.106084e-04 5.763368e-04 3.289984e-04
[60,] 1.543262e-04 5.274966e-04 1.313268e-04 3.881033e-04 1.601106e-04
[61,] 3.185741e-04 9.761808e-05 1.001623e-03 5.598884e-04 3.354501e-06
[62,] 4.894201e-04 1.598929e-04 4.840176e-04 9.979267e-04 4.452456e-05
[63,] 4.124761e-04 5.290067e-05 4.125593e-05 2.195429e-04 6.777408e-04
[64,] 6.594096e-04 7.409685e-05 6.134549e-04 8.671923e-04 9.464558e-05
[65,] 7.417915e-04 3.424484e-05 -6.348003e-05 5.448074e-06 -2.754879e-05
[66,] 2.540590e-04 2.931159e-04 1.158317e-03 1.401863e-03 2.381503e-04
[67,] 6.045046e-05 2.889176e-04 7.249594e-04 8.651631e-04 2.496498e-04
[68,] 3.037201e-05 6.286513e-05 2.379470e-04 -3.287418e-05 -2.366847e-05
[69,] 1.728031e-04 4.027085e-05 -7.057486e-05 2.228696e-04 -1.317494e-05
[70,] 9.487925e-04 1.024302e-04 4.565997e-04 5.673234e-04 2.709175e-04
[71,] 1.402894e-03 7.869727e-05 4.228906e-04 8.394333e-04 1.160603e-04
[72,] 1.136402e-04 2.733794e-04 1.155767e-04 2.978526e-04 5.961831e-04
[73,] 5.126476e-05 7.107327e-04 1.534681e-04 2.949315e-04 4.110028e-04
[74,] 4.998806e-04 1.124974e-04 1.155396e-03 7.570845e-04 9.401073e-05
[75,] 7.523120e-04 1.409184e-04 7.420852e-04 1.376457e-03 1.395739e-04
[76,] 2.519948e-04 1.553415e-04 9.212025e-05 2.054968e-04 5.613125e-04
[77,] 8.930065e-04 1.381527e-04 7.188315e-04 1.076711e-03 2.021646e-04
[78,] 1.068842e-03 3.134689e-04 5.298349e-04 6.881546e-04 2.565894e-04
[79,] 5.615048e-04 1.389884e-04 2.291332e-04 4.390227e-05 -1.553866e-06
[80,] 6.621985e-04 1.450827e-04 6.386688e-05 2.077571e-04 1.637840e-04
[81,] 2.424320e-03 1.351306e-04 3.204688e-04 5.819150e-04 8.134147e-05
[82,] 1.351306e-04 1.477243e-03 1.060708e-04 2.446910e-04 2.347616e-04
[83,] 3.204688e-04 1.060708e-04 2.128795e-03 1.223110e-03 1.731977e-04
[84,] 5.819150e-04 2.446910e-04 1.223110e-03 2.312915e-03 3.047459e-04
[85,] 8.134147e-05 2.347616e-04 1.731977e-04 3.047459e-04 1.544684e-03
[86,] 1.711231e-04 1.320532e-04 1.101112e-03 8.026137e-04 1.321520e-04
[87,] 4.365098e-04 2.310744e-04 8.753876e-04 1.447706e-03 4.134501e-04
[88,] -3.232509e-05 6.733900e-04 1.284047e-04 4.591989e-04 8.475472e-04
[89,] 7.145716e-05 1.581439e-04 5.860524e-05 1.344561e-04 1.648952e-05
[90,] 8.581590e-04 8.449649e-05 9.303258e-04 6.016369e-04 1.555095e-04
[91,] 1.121718e-03 2.673968e-04 5.909345e-04 1.108497e-03 1.251671e-04
[,86] [,87] [,88] [,89] [,90]
[1,] 5.639359e-04 4.390979e-04 2.107497e-04 2.560965e-04 4.023267e-04
[2,] 9.609410e-05 -4.869332e-05 8.913423e-06 -1.696488e-05 2.280926e-05
[3,] 7.017259e-04 1.143457e-03 4.882554e-04 1.537692e-04 5.232473e-04
[4,] 2.606768e-04 4.871396e-04 3.134183e-04 2.283208e-04 3.191116e-04
[5,] 9.445223e-05 3.901570e-04 4.811298e-04 3.141594e-05 1.418941e-04
[6,] 5.509018e-04 9.202240e-04 5.118179e-04 7.414652e-05 6.477588e-04
[7,] 1.944809e-04 2.754473e-04 4.626634e-04 1.103730e-04 1.879430e-04
[8,] 3.373056e-04 6.266739e-04 3.342391e-04 1.973514e-04 3.256455e-04
[9,] 1.213739e-04 2.561741e-04 3.652616e-04 1.571687e-04 2.755797e-04
[10,] 1.462931e-04 3.419183e-04 6.662474e-04 -2.784296e-05 1.765123e-04
[11,] 1.118878e-03 6.926836e-04 2.190328e-04 1.319493e-04 8.869230e-04
[12,] 6.187172e-04 1.432428e-03 4.224989e-04 6.125549e-05 5.812360e-04
[13,] 2.245810e-04 4.456062e-04 7.611678e-04 1.041810e-04 1.489242e-04
[14,] 4.208504e-04 3.878483e-04 8.336977e-05 9.442602e-05 3.179801e-04
[15,] 4.571628e-05 4.345178e-05 -2.748681e-04 2.714302e-04 2.653526e-04
[16,] 2.155394e-04 8.206980e-05 -3.197288e-05 1.195848e-04 2.077740e-04
[17,] 4.490439e-04 3.164239e-04 -4.963832e-05 3.105713e-04 6.102325e-04
[18,] 1.152408e-04 4.329994e-05 -9.117521e-05 3.704439e-04 2.108579e-04
[19,] 5.228230e-04 5.466024e-04 4.004093e-05 1.895252e-04 6.119792e-04
[20,] 2.262251e-04 1.663052e-05 -4.993361e-05 2.956231e-04 2.790703e-04
[21,] 6.651633e-04 5.675823e-04 7.733711e-06 6.084476e-05 3.666044e-04
[22,] 1.094774e-03 9.389819e-04 4.021428e-05 1.749182e-04 3.813936e-04
[23,] 7.983960e-05 1.213915e-04 1.138626e-05 2.230986e-04 4.439672e-05
[24,] 1.567533e-04 -1.100356e-05 -4.718423e-05 5.161993e-04 2.081107e-04
[25,] 3.855760e-04 3.074936e-04 1.686678e-04 2.415462e-04 1.055838e-03
[26,] 6.036796e-04 9.098015e-04 3.942148e-04 1.190678e-05 5.062303e-04
[27,] 2.676166e-04 4.174651e-04 1.607756e-04 1.027392e-04 2.273655e-04
[28,] 3.413324e-05 2.209339e-04 4.232794e-04 -1.817373e-05 1.420552e-04
[29,] 4.535284e-04 7.914253e-04 2.395313e-04 -3.913319e-05 5.985656e-04
[30,] 4.833133e-05 1.061460e-04 2.941310e-04 5.562046e-05 9.093284e-05
[31,] 2.456143e-04 6.050836e-04 1.319280e-04 2.719833e-05 3.635345e-04
[32,] -2.349140e-05 -5.616074e-05 3.603859e-04 1.326604e-04 1.170242e-04
[33,] -5.932680e-05 1.172726e-04 5.613659e-04 7.887696e-06 6.612668e-05
[34,] 8.850351e-04 6.023898e-04 1.181571e-04 1.508571e-05 7.234630e-04
[35,] 5.755967e-04 1.200529e-03 2.521868e-04 -7.102333e-05 5.262495e-04
[36,] 6.438163e-05 1.727030e-04 5.490426e-04 7.486292e-05 4.353834e-05
[37,] 8.649458e-05 1.258978e-04 -6.013667e-05 1.559809e-04 2.274448e-04
[38,] 2.833515e-04 5.003429e-04 5.364458e-05 2.334561e-04 5.854422e-04
[39,] -4.197727e-05 5.827891e-05 7.744525e-05 2.597643e-04 2.620457e-04
[40,] 5.705345e-04 8.438294e-04 1.757668e-04 1.753646e-04 8.118905e-04
[41,] 1.807359e-04 2.724360e-04 -6.210108e-05 2.100049e-04 2.239610e-04
[42,] 5.907224e-04 1.047586e-03 3.713421e-04 1.039656e-04 5.719711e-04
[43,] 1.066626e-03 1.891917e-03 6.745963e-04 1.142515e-04 4.556389e-04
[44,] -2.011577e-05 8.485508e-05 -4.472159e-05 5.114014e-04 3.046093e-04
[45,] 7.753816e-05 7.795931e-05 3.515667e-05 3.203275e-04 2.338855e-04
[46,] 3.633299e-04 5.726758e-04 1.490990e-04 1.266368e-04 1.036658e-03
[47,] 1.899166e-04 2.450604e-04 8.600386e-05 1.325293e-04 5.188465e-04
[48,] 8.741217e-05 7.919810e-05 -1.392898e-05 8.104277e-05 5.567749e-05
[49,] 3.303885e-04 5.687386e-04 2.112492e-04 3.123350e-05 5.502579e-04
[50,] 2.149729e-04 1.081273e-04 1.960649e-04 1.796005e-04 1.773217e-04
[51,] 4.320528e-04 5.472786e-04 4.580620e-05 -4.367419e-05 5.161892e-04
[52,] 7.868502e-04 8.283976e-04 1.084406e-05 6.372826e-05 2.427065e-04
[53,] 1.123444e-04 2.109042e-05 -3.990401e-05 2.713080e-04 1.222138e-04
[54,] 8.782200e-06 4.598597e-05 9.536745e-05 3.432581e-04 3.394664e-05
[55,] 2.468239e-04 4.249628e-04 1.948961e-04 1.044414e-04 8.299097e-04
[56,] 3.032113e-04 2.900979e-04 4.851721e-05 1.616455e-04 3.877097e-04
[57,] 1.134662e-04 3.092622e-04 2.610918e-04 7.571557e-05 1.873570e-04
[58,] 1.099404e-04 1.980149e-04 2.904029e-05 1.589443e-04 2.346815e-04
[59,] 1.666562e-04 4.309239e-04 2.200481e-04 -7.481281e-06 1.656669e-05
[60,] 3.198210e-04 6.340783e-04 7.613368e-04 -5.473477e-05 3.098868e-05
[61,] 8.393937e-04 4.954971e-04 7.225446e-05 3.112669e-04 8.899494e-04
[62,] 3.751557e-04 8.512182e-04 8.223529e-05 2.737952e-04 5.841263e-04
[63,] 8.820622e-05 1.495440e-04 6.030693e-04 1.077436e-04 3.463130e-04
[64,] 4.500416e-04 8.046375e-04 1.367438e-05 2.408385e-06 7.533731e-04
[65,] -3.985342e-05 8.409580e-05 -1.935671e-04 5.837058e-05 8.358989e-05
[66,] 6.728122e-04 8.790662e-04 2.644023e-04 -9.751587e-05 4.732810e-04
[67,] 1.142858e-03 1.597422e-03 5.390912e-04 6.094583e-06 2.974902e-04
[68,] 5.644790e-05 5.024463e-05 -8.136774e-05 5.632637e-04 2.927440e-04
[69,] 3.721265e-05 1.835508e-04 5.014032e-05 3.272104e-04 6.420229e-05
[70,] 2.582237e-04 4.195337e-04 9.678348e-05 2.176245e-05 1.189836e-03
[71,] 2.128118e-04 6.794391e-04 1.198567e-05 -1.583224e-05 5.213375e-04
[72,] 1.278136e-04 2.532863e-04 4.232531e-04 1.588404e-05 7.385284e-05
[73,] 2.370242e-04 5.614170e-04 1.089428e-03 1.747216e-04 1.362191e-04
[74,] 9.142537e-04 8.158659e-04 1.198249e-04 1.976989e-04 1.216450e-03
[75,] 7.217318e-04 1.213255e-03 1.907056e-04 2.265633e-04 7.029389e-04
[76,] 1.359326e-04 2.041961e-04 4.414152e-04 -6.687589e-06 2.102799e-04
[77,] 4.741888e-04 6.954948e-04 2.441315e-04 -2.637973e-05 3.193672e-04
[78,] 7.517876e-04 1.096577e-03 4.981847e-04 9.324617e-05 2.123481e-04
[79,] 7.974595e-05 1.170806e-04 -1.260288e-04 4.892206e-04 2.918031e-04
[80,] 1.497727e-04 1.752032e-04 9.691943e-05 2.115278e-04 1.774041e-04
[81,] 1.711231e-04 4.365098e-04 -3.232509e-05 7.145716e-05 8.581590e-04
[82,] 1.320532e-04 2.310744e-04 6.733900e-04 1.581439e-04 8.449649e-05
[83,] 1.101112e-03 8.753876e-04 1.284047e-04 5.860524e-05 9.303258e-04
[84,] 8.026137e-04 1.447706e-03 4.591989e-04 1.344561e-04 6.016369e-04
[85,] 1.321520e-04 4.134501e-04 8.475472e-04 1.648952e-05 1.555095e-04
[86,] 2.152119e-03 1.263604e-03 2.558272e-04 6.998596e-05 6.956986e-04
[87,] 1.263604e-03 2.803276e-03 5.482425e-04 1.608652e-05 5.531150e-04
[88,] 2.558272e-04 5.482425e-04 1.985525e-03 1.135516e-04 4.366036e-05
[89,] 6.998596e-05 1.608652e-05 1.135516e-04 9.677864e-04 2.532856e-04
[90,] 6.956986e-04 5.531150e-04 4.366036e-05 2.532856e-04 1.994875e-03
[91,] 4.982358e-04 7.074153e-04 1.710000e-04 2.127409e-04 1.225077e-03
[,91]
[1,] 3.649586e-04
[2,] -2.568160e-05
[3,] 6.674159e-04
[4,] 2.341908e-04
[5,] 1.614424e-04
[6,] 4.531404e-04
[7,] 2.363351e-04
[8,] 4.256723e-04
[9,] 2.889718e-04
[10,] 2.680587e-04
[11,] 5.603101e-04
[12,] 8.264530e-04
[13,] 1.112237e-04
[14,] 3.365833e-04
[15,] 1.726714e-04
[16,] 1.991470e-05
[17,] 4.902528e-04
[18,] 2.436524e-04
[19,] 5.217462e-04
[20,] 1.570608e-04
[21,] 3.496910e-04
[22,] 2.698810e-04
[23,] 1.315343e-04
[24,] 1.087335e-04
[25,] 1.002831e-03
[26,] 5.929217e-04
[27,] 1.366522e-04
[28,] 1.469423e-04
[29,] 3.425734e-04
[30,] 9.608099e-06
[31,] 3.929317e-04
[32,] 5.163223e-05
[33,] 8.477411e-05
[34,] 4.794893e-04
[35,] 7.770183e-04
[36,] -7.922301e-06
[37,] 7.105016e-05
[38,] 6.137423e-04
[39,] 3.992040e-04
[40,] 1.026450e-03
[41,] 3.111628e-04
[42,] 7.318943e-04
[43,] 6.099982e-04
[44,] 2.270404e-04
[45,] 4.519132e-04
[46,] 1.482591e-03
[47,] 4.187717e-04
[48,] 1.565582e-04
[49,] 4.468531e-04
[50,] 9.067997e-05
[51,] 5.069319e-04
[52,] 3.520901e-04
[53,] 1.027538e-05
[54,] -4.648232e-05
[55,] 8.964609e-04
[56,] 5.780837e-04
[57,] 3.348009e-04
[58,] 4.385803e-04
[59,] 1.257423e-04
[60,] 4.176451e-05
[61,] 5.992598e-04
[62,] 9.419532e-04
[63,] 5.087419e-04
[64,] 6.810668e-04
[65,] 2.807021e-04
[66,] 5.543583e-04
[67,] 4.066769e-04
[68,] 1.139091e-05
[69,] 3.464130e-04
[70,] 1.242895e-03
[71,] 7.446733e-04
[72,] 9.744722e-05
[73,] 1.450635e-04
[74,] 6.730617e-04
[75,] 1.238819e-03
[76,] 2.484554e-04
[77,] 6.001807e-04
[78,] 4.628824e-04
[79,] 1.426331e-04
[80,] 3.981958e-04
[81,] 1.121718e-03
[82,] 2.673968e-04
[83,] 5.909345e-04
[84,] 1.108497e-03
[85,] 1.251671e-04
[86,] 4.982358e-04
[87,] 7.074153e-04
[88,] 1.710000e-04
[89,] 2.127409e-04
[90,] 1.225077e-03
[91,] 2.161564e-03
$covHi
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0006645838 0.0002304549 4.470618e-04 0.0003266593 2.195585e-04
[2,] 0.0002304549 0.0007646835 1.152516e-04 0.0003051144 4.120705e-04
[3,] 0.0004470618 0.0001152516 8.541852e-04 0.0002339629 8.045099e-05
[4,] 0.0003266593 0.0003051144 2.339629e-04 0.0006913407 3.239688e-04
[5,] 0.0002195585 0.0004120705 8.045099e-05 0.0003239688 7.396551e-04
[6,] 0.0003525765 0.0002813870 2.171933e-04 0.0003497003 2.961426e-04
[7,] 0.0002750415 0.0003006784 2.029810e-04 0.0004041106 2.971901e-04
[8,] 0.0003661938 0.0002606764 3.237293e-04 0.0003430305 2.411293e-04
[9,] 0.0002223256 0.0003588539 1.394439e-04 0.0004024452 4.514541e-04
[10,] 0.0004139202 0.0002458037 3.272823e-04 0.0003129578 2.417322e-04
[11,] 0.0003804442 0.0002180598 3.237151e-04 0.0002840287 2.404339e-04
[12,] 0.0002857903 0.0003815629 2.050990e-04 0.0003826860 3.282982e-04
[13,] 0.0003142032 0.0003242748 2.136426e-04 0.0004431976 2.956983e-04
[14,] 0.0003294196 0.0002214053 2.719708e-04 0.0003202643 2.109477e-04
[,6] [,7] [,8] [,9] [,10]
[1,] 0.0003525765 0.0002750415 0.0003661938 0.0002223256 0.0004139202
[2,] 0.0002813870 0.0003006784 0.0002606764 0.0003588539 0.0002458037
[3,] 0.0002171933 0.0002029810 0.0003237293 0.0001394439 0.0003272823
[4,] 0.0003497003 0.0004041106 0.0003430305 0.0004024452 0.0003129578
[5,] 0.0002961426 0.0002971901 0.0002411293 0.0004514541 0.0002417322
[6,] 0.0005801617 0.0002818677 0.0003466236 0.0002974021 0.0003349083
[7,] 0.0002818677 0.0005713878 0.0002915138 0.0003124611 0.0002782050
[8,] 0.0003466236 0.0002915138 0.0005581007 0.0002982279 0.0003805091
[9,] 0.0002974021 0.0003124611 0.0002982279 0.0006909820 0.0002750708
[10,] 0.0003349083 0.0002782050 0.0003805091 0.0002750708 0.0005628807
[11,] 0.0002809188 0.0002449153 0.0003475380 0.0002423574 0.0003705075
[12,] 0.0002926391 0.0003291309 0.0002861552 0.0003095475 0.0002922727
[13,] 0.0003074648 0.0003631671 0.0003230056 0.0003660364 0.0003098117
[14,] 0.0003135730 0.0002700939 0.0003807911 0.0002652745 0.0003238305
[,11] [,12] [,13] [,14]
[1,] 0.0003804442 0.0002857903 0.0003142032 0.0003294196
[2,] 0.0002180598 0.0003815629 0.0003242748 0.0002214053
[3,] 0.0003237151 0.0002050990 0.0002136426 0.0002719708
[4,] 0.0002840287 0.0003826860 0.0004431976 0.0003202643
[5,] 0.0002404339 0.0003282982 0.0002956983 0.0002109477
[6,] 0.0002809188 0.0002926391 0.0003074648 0.0003135730
[7,] 0.0002449153 0.0003291309 0.0003631671 0.0002700939
[8,] 0.0003475380 0.0002861552 0.0003230056 0.0003807911
[9,] 0.0002423574 0.0003095475 0.0003660364 0.0002652745
[10,] 0.0003705075 0.0002922727 0.0003098117 0.0003238305
[11,] 0.0006640774 0.0002533448 0.0002960417 0.0002941563
[12,] 0.0002533448 0.0005523158 0.0003481367 0.0002692463
[13,] 0.0002960417 0.0003481367 0.0005599367 0.0003031403
[14,] 0.0002941563 0.0002692463 0.0003031403 0.0005791888
$covH
[,1]
[1,] 0.0003288151
$Groups
$Groups$`0`
$Groups$`0`$Hij
Si1 0% ci Na2 0% ci Si3 0% ci Na4 0% ci
Si1 -0.088 (0.110) 0.598 (0.119) 0.038 (0.125)
Na2 -0.088 (0.110) -0.221 (0.123) 0.441 (0.117)
Si3 0.598 (0.119) -0.221 (0.123) -0.152 (0.122)
Na4 0.038 (0.125) 0.441 (0.117) -0.152 (0.122)
Na5 0.174 (0.127) 0.508 (0.114) -0.310 (0.131) 0.371 (0.106)
Si6 0.354 (0.122) 0.210 (0.122) -0.058 (0.149) 0.347 (0.132)
Na7 0.019 (0.123) 0.543 (0.092) -0.143 (0.130) 0.720 (0.088)
Si8 0.512 (0.114) 0.161 (0.129) 0.215 (0.142) 0.400 (0.126)
Na9 0.064 (0.117) 0.518 (0.110) -0.179 (0.128) 0.552 (0.116)
Si10 0.627 (0.094) 0.062 (0.121) 0.195 (0.133) 0.216 (0.125)
Si11 0.563 (0.102) 0.006 (0.132) 0.173 (0.134) 0.235 (0.128)
Na12 0.016 (0.095) 0.569 (0.091) -0.196 (0.117) 0.581 (0.106)
Na13 0.114 (0.109) 0.588 (0.079) -0.081 (0.124) 0.779 (0.058)
Si14 0.347 (0.117) 0.172 (0.117) 0.137 (0.146) 0.396 (0.117)
Na5 0% ci Si6 0% ci Na7 0% ci Si8 0% ci
Si1 0.174 (0.127) 0.354 (0.122) 0.019 (0.123) 0.512 (0.114)
Na2 0.508 (0.114) 0.210 (0.122) 0.543 (0.092) 0.161 (0.129)
Si3 -0.310 (0.131) -0.058 (0.149) -0.143 (0.130) 0.215 (0.142)
Na4 0.371 (0.106) 0.347 (0.132) 0.720 (0.088) 0.400 (0.126)
Na5 0.293 (0.151) 0.401 (0.123) 0.267 (0.144)
Si6 0.293 (0.151) 0.427 (0.126) 0.571 (0.117)
Na7 0.401 (0.123) 0.427 (0.126) 0.372 (0.121)
Si8 0.267 (0.144) 0.571 (0.117) 0.372 (0.121)
Na9 0.599 (0.087) 0.340 (0.138) 0.512 (0.111) 0.304 (0.136)
Si10 0.170 (0.143) 0.556 (0.115) 0.300 (0.122) 0.671 (0.083)
Si11 0.181 (0.118) 0.400 (0.139) 0.214 (0.124) 0.514 (0.114)
Na12 0.430 (0.109) 0.238 (0.112) 0.603 (0.081) 0.198 (0.112)
Na13 0.404 (0.098) 0.467 (0.117) 0.809 (0.047) 0.413 (0.109)
Si14 0.341 (0.135) 0.471 (0.125) 0.358 (0.134) 0.641 (0.096)
Na9 0% ci Si10 0% ci Si11 0% ci Na12 0% ci Na13
Si1 0.064 (0.117) 0.627 (0.094) 0.563 (0.102) 0.016 (0.095) 0.114
Na2 0.518 (0.110) 0.062 (0.121) 0.006 (0.132) 0.569 (0.091) 0.588
Si3 -0.179 (0.128) 0.195 (0.133) 0.173 (0.134) -0.196 (0.117) -0.081
Na4 0.552 (0.116) 0.216 (0.125) 0.235 (0.128) 0.581 (0.106) 0.779
Na5 0.599 (0.087) 0.170 (0.143) 0.181 (0.118) 0.430 (0.109) 0.404
Si6 0.340 (0.138) 0.556 (0.115) 0.400 (0.139) 0.238 (0.112) 0.467
Na7 0.512 (0.111) 0.300 (0.122) 0.214 (0.124) 0.603 (0.081) 0.809
Si8 0.304 (0.136) 0.671 (0.083) 0.514 (0.114) 0.198 (0.112) 0.413
Na9 0.242 (0.121) 0.353 (0.108) 0.345 (0.122) 0.598
Si10 0.242 (0.121) 0.696 (0.094) 0.177 (0.105) 0.327
Si11 0.353 (0.108) 0.696 (0.094) 0.057 (0.114) 0.272
Na12 0.345 (0.122) 0.177 (0.105) 0.057 (0.114) 0.710
Na13 0.598 (0.111) 0.327 (0.101) 0.272 (0.114) 0.710 (0.075)
Si14 0.453 (0.101) 0.411 (0.109) 0.413 (0.134) 0.096 (0.104) 0.395
0% ci Si14 0% ci
Si1 (0.109) 0.347 (0.117)
Na2 (0.079) 0.172 (0.117)
Si3 (0.124) 0.137 (0.146)
Na4 (0.058) 0.396 (0.117)
Na5 (0.098) 0.341 (0.135)
Si6 (0.117) 0.471 (0.125)
Na7 (0.047) 0.358 (0.134)
Si8 (0.109) 0.641 (0.096)
Na9 (0.111) 0.453 (0.101)
Si10 (0.101) 0.411 (0.109)
Si11 (0.114) 0.413 (0.134)
Na12 (0.075) 0.096 (0.104)
Na13 0.395 (0.096)
Si14 (0.096)
$Groups$`0`$Hi
Item H se
Si1 0.247 (0.074)
Na2 0.250 (0.071)
Si3 -0.011 (0.094)
Na4 0.372 (0.061)
Na5 0.291 (0.067)
Si6 0.358 (0.072)
Na7 0.389 (0.056)
Si8 0.403 (0.054)
Na9 0.356 (0.052)
Si10 0.355 (0.063)
Si11 0.309 (0.074)
Na12 0.270 (0.065)
Na13 0.432 (0.048)
Si14 0.352 (0.055)
$Groups$`0`$H
Scale H se
0.313 (0.042)
$Groups$`1`
$Groups$`1`$Hij
Si1 0% ci Na2 0% ci Si3 0% ci Na4 0% ci Na5
Si1 0.087 (0.053) 0.681 (0.038) 0.264 (0.053) 0.081
Na2 0.087 (0.053) -0.034 (0.051) 0.373 (0.052) 0.523
Si3 0.681 (0.038) -0.034 (0.051) 0.151 (0.057) -0.022
Na4 0.264 (0.053) 0.373 (0.052) 0.151 (0.057) 0.451
Na5 0.081 (0.053) 0.523 (0.041) -0.022 (0.049) 0.451 (0.052)
Si6 0.547 (0.044) 0.278 (0.052) 0.337 (0.050) 0.470 (0.045) 0.381
Na7 0.254 (0.052) 0.445 (0.050) 0.165 (0.052) 0.647 (0.043) 0.514
Si8 0.574 (0.042) 0.180 (0.051) 0.510 (0.045) 0.303 (0.052) 0.150
Na9 0.127 (0.053) 0.456 (0.048) 0.074 (0.053) 0.490 (0.049) 0.578
Si10 0.580 (0.043) 0.179 (0.051) 0.511 (0.043) 0.252 (0.052) 0.173
Si11 0.537 (0.044) 0.156 (0.052) 0.438 (0.046) 0.230 (0.054) 0.189
Na12 0.220 (0.050) 0.513 (0.039) 0.086 (0.049) 0.612 (0.043) 0.482
Na13 0.249 (0.054) 0.461 (0.045) 0.136 (0.055) 0.708 (0.038) 0.531
Si14 0.532 (0.043) 0.092 (0.053) 0.449 (0.044) 0.326 (0.052) 0.124
0% ci Si6 0% ci Na7 0% ci Si8 0% ci Na9 0% ci
Si1 (0.053) 0.547 (0.044) 0.254 (0.052) 0.574 (0.042) 0.127 (0.053)
Na2 (0.041) 0.278 (0.052) 0.445 (0.050) 0.180 (0.051) 0.456 (0.048)
Si3 (0.049) 0.337 (0.050) 0.165 (0.052) 0.510 (0.045) 0.074 (0.053)
Na4 (0.052) 0.470 (0.045) 0.647 (0.043) 0.303 (0.052) 0.490 (0.049)
Na5 0.381 (0.049) 0.514 (0.042) 0.150 (0.052) 0.578 (0.041)
Si6 (0.049) 0.474 (0.046) 0.599 (0.041) 0.401 (0.048)
Na7 (0.042) 0.474 (0.046) 0.353 (0.049) 0.560 (0.046)
Si8 (0.052) 0.599 (0.041) 0.353 (0.049) 0.273 (0.052)
Na9 (0.041) 0.401 (0.048) 0.560 (0.046) 0.273 (0.052)
Si10 (0.049) 0.551 (0.042) 0.321 (0.051) 0.601 (0.037) 0.231 (0.052)
Si11 (0.052) 0.512 (0.043) 0.276 (0.052) 0.517 (0.044) 0.151 (0.054)
Na12 (0.042) 0.375 (0.046) 0.646 (0.040) 0.259 (0.048) 0.444 (0.048)
Na13 (0.045) 0.396 (0.047) 0.699 (0.036) 0.295 (0.051) 0.532 (0.043)
Si14 (0.051) 0.534 (0.042) 0.354 (0.049) 0.685 (0.036) 0.244 (0.054)
Si10 0% ci Si11 0% ci Na12 0% ci Na13 0% ci Si14
Si1 0.580 (0.043) 0.537 (0.044) 0.220 (0.050) 0.249 (0.054) 0.532
Na2 0.179 (0.051) 0.156 (0.052) 0.513 (0.039) 0.461 (0.045) 0.092
Si3 0.511 (0.043) 0.438 (0.046) 0.086 (0.049) 0.136 (0.055) 0.449
Na4 0.252 (0.052) 0.230 (0.054) 0.612 (0.043) 0.708 (0.038) 0.326
Na5 0.173 (0.049) 0.189 (0.052) 0.482 (0.042) 0.531 (0.045) 0.124
Si6 0.551 (0.042) 0.512 (0.043) 0.375 (0.046) 0.396 (0.047) 0.534
Na7 0.321 (0.051) 0.276 (0.052) 0.646 (0.040) 0.699 (0.036) 0.354
Si8 0.601 (0.037) 0.517 (0.044) 0.259 (0.048) 0.295 (0.051) 0.685
Na9 0.231 (0.052) 0.151 (0.054) 0.444 (0.048) 0.532 (0.043) 0.244
Si10 0.529 (0.042) 0.249 (0.049) 0.207 (0.053) 0.542
Si11 0.529 (0.042) 0.231 (0.048) 0.239 (0.057) 0.457
Na12 0.249 (0.049) 0.231 (0.048) 0.666 (0.035) 0.267
Na13 0.207 (0.053) 0.239 (0.057) 0.666 (0.035) 0.291
Si14 0.542 (0.042) 0.457 (0.047) 0.267 (0.049) 0.291 (0.052)
0% ci
Si1 (0.043)
Na2 (0.053)
Si3 (0.044)
Na4 (0.052)
Na5 (0.051)
Si6 (0.042)
Na7 (0.049)
Si8 (0.036)
Na9 (0.054)
Si10 (0.042)
Si11 (0.047)
Na12 (0.049)
Na13 (0.052)
Si14
$Groups$`1`$Hi
Item H se
Si1 0.368 (0.026)
Na2 0.281 (0.030)
Si3 0.266 (0.029)
Na4 0.406 (0.029)
Na5 0.313 (0.030)
Si6 0.451 (0.025)
Na7 0.438 (0.026)
Si8 0.410 (0.026)
Na9 0.351 (0.029)
Si10 0.379 (0.025)
Si11 0.346 (0.027)
Na12 0.379 (0.025)
Na13 0.417 (0.027)
Si14 0.379 (0.026)
$Groups$`1`$H
Scale H se
0.369 (0.020)
Analisi di Scalabilità su “NA”:
Per l’item 5, è stata osservata la maggiore differenza di scalabilità tra uomini e donne. Gli uomini hanno mostrato un valore di scalabilità superiore (H5 = 0.50) rispetto alle donne (H5 = 0.44).
La scalabilità totale, tuttavia, è risultata uguale per entrambi i gruppi.
Analisi di Scalabilità su “SI”:
Per l’item 3, la differenza più grande si è verificata tra uomini e donne, con gli uomini che hanno mostrato un valore di scalabilità di H3 = 0.45 (con un errore standard, SE = 0.03) mentre per le donne H3 = 0.19 (SE = 0.11).
La scalabilità totale era maggiore per gli uomini (H = 0.52, SE = 0.02) rispetto alle donne (H = 0.42, SE = 0.07).
Analisi di Scalabilità su “DS14”:
Tranne che per gli item 9 e 13, la scalabilità degli item è risultata generalmente più alta per gli uomini.
Per le donne, l’item 3 ha mostrato una scalabilità di H3 = -0.01 (SE = 0.10) mentre per gli uomini H3 = 0.22 (SE = 0.03).
L’item 3, che afferma “Parlo spesso con sconosciuti”, sembra evocare un modello di risposta diverso tra i gruppi di genere.
Gli “H” rappresentano gli indici di scalabilità di Mokken, che misurano quanto bene un item si adatta a una scala monotona. Un valore di H più alto indica che l’item è più discriminante e consistente nel gruppo considerato. L’errore standard (SE) fornisce una stima della variabilità dell’indice di scalabilità, con valori più bassi che indicano stime più precise.
In questo studio, gli item specificati mostrano come uomini e donne possano rispondere diversamente a certi stimoli o domande, il che può riflettere differenze nei tratti o nelle esperienze di vita che il questionario cerca di misurare.
67.11. Considerazioni conclusive#
Sijtsma and van der Ark [SvdA17], concludono proponendo le seguenti considerazioni:
Qualsiasi analisi di scala è complessa, e lo è anche l’analisi MSA. In diverse fasi di analisi, per vari insiemi di elementi e singoli elementi, il ricercatore deve valutare le ipotesi dei modelli di misurazione e fornire indici di qualità come scalabilità e affidabilità. Considerare solo i coefficienti di scalabilità fornisce un quadro incompleto e deve essere scoraggiato.
La procedura a tre fasi, in dieci passaggi, aiuta il ricercatore nel suo percorso ma deve essere applicata con giudizio; cioè, le decisioni di includere o escludere item e assemblare item in scale non devono essere basate solo su considerazioni statistiche, ma devono anche essere evidenti dal contenuto dell’item, preferibilmente derivato da basi teoriche.
67.12. Session Info#
sessionInfo()
R version 4.3.3 (2024-02-29)
Platform: x86_64-apple-darwin20 (64-bit)
Running under: macOS Sonoma 14.4.1
Matrix products: default
BLAS: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRblas.0.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRlapack.dylib; LAPACK version 3.11.0
locale:
[1] en_US.UTF-8/UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
time zone: Europe/Rome
tzcode source: internal
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] mice_3.16.0 lubridate_1.9.3 forcats_1.0.0
[4] stringr_1.5.1 dplyr_1.1.4 purrr_1.0.2
[7] readr_2.1.5 tidyr_1.3.1 tibble_3.2.1
[10] ggplot2_3.5.1 tidyverse_2.0.0 mokken_3.1.0
[13] poLCA_1.6.0.1 MASS_7.3-60.0.1 scatterplot3d_0.3-44
loaded via a namespace (and not attached):
[1] utf8_1.2.4 generics_0.1.3 shape_1.4.6.1 stringi_1.8.3
[5] lattice_0.22-6 lme4_1.1-35.3 mitml_0.4-5 hms_1.1.3
[9] digest_0.6.35 magrittr_2.0.3 evaluate_0.23 grid_4.3.3
[13] timechange_0.3.0 iterators_1.0.14 pbdZMQ_0.3-11 fastmap_1.1.1
[17] jomo_2.7-6 foreach_1.5.2 jsonlite_1.8.8 glmnet_4.1-8
[21] Matrix_1.6-5 nnet_7.3-19 backports_1.4.1 survival_3.5-8
[25] fansi_1.0.6 scales_1.3.0 codetools_0.2-19 cli_3.6.2
[29] rlang_1.1.3 crayon_1.5.2 splines_4.3.3 munsell_0.5.1
[33] base64enc_0.1-3 withr_3.0.0 repr_1.1.6 pan_1.9
[37] tools_4.3.3 tzdb_0.4.0 uuid_1.2-0 nloptr_2.0.3
[41] minqa_1.2.6 colorspace_2.1-0 boot_1.3-30 broom_1.0.5
[45] IRdisplay_1.1 rpart_4.1.23 vctrs_0.6.5 R6_2.5.1
[49] lifecycle_1.0.4 pkgconfig_2.0.3 pillar_1.9.0 gtable_0.3.5
[53] glue_1.7.0 Rcpp_1.0.12 tidyselect_1.2.1 IRkernel_1.3.2
[57] nlme_3.1-164 htmltools_0.5.8.1 compiler_4.3.3