EFA CFA TR APSI YOUTH
Levi Brackman
March 22 2015
- I have a definite sense of purpose in life.
- I have a firm sense of who I am.
- I have a set of basic beliefs and values that guide my actions and decisions.
- I know what I want out of life.
- I have a clear set of personal values or moral standards.
- I don’t know where I fit in the world.
- I have specific personal goals for the future.
- I have a clear sense of who I want to be when I am an adult.
##load packages
library(psych)
library(GPArotation)
library(plyr)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:plyr':
##
## arrange, count, desc, failwith, id, mutate, rename, summarise,
## summarize## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(lavaan)## This is lavaan 0.5-20## lavaan is BETA software! Please report any bugs.library(semPlot)
# data preparation
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_3, APSI_4, APSI_5, APSI_6, APSI_7, APSI_8)
APSI$APSI_6 <- 6- APSI$APSI_6
APSI<- data.frame(apply(APSI,2, as.numeric))
str(APSI)## 'data.frame': 1288 obs. of 8 variables:
## $ APSI_1: num 4 3 3 3 4 5 4 4 5 4 ...
## $ APSI_2: num 4 2 3 4 4 1 4 2 5 4 ...
## $ APSI_3: num 2 5 3 4 3 5 4 4 4 4 ...
## $ APSI_4: num 3 4 3 3 3 5 4 4 5 4 ...
## $ APSI_5: num 5 2 3 5 5 5 4 2 3 4 ...
## $ APSI_6: num 4 3 3 2 4 3 2 2 5 2 ...
## $ APSI_7: num 1 4 3 3 1 4 4 3 3 4 ...
## $ APSI_8: num 3 1 3 3 2 5 4 3 3 4 ...#colnames(APSI) <- c("1","2", "3", "4", "5", "6", "7", "8")
#APSI<- APSI[complete.cases(APSI[,]),]EFA
number of factors
parallal analysis and scree plot
parallel<-fa.parallel(APSI, fm="ml",fa="fa")
## Parallel analysis suggests that the number of factors = 4 and the number of components = NA#one factors are greater than one Eigenvalue scree plot says there are two factors. Paralel analysis suggests 4 factors
#eigenvalues (kaiser)
parallel$fa.values## [1] 3.77011103 0.29181257 0.16222252 0.07077554 -0.01726720 -0.03946750
## [7] -0.08504040 -0.38762185#over 1=1, over .7=0doing aprincipal components analysis to see how many factors there might be using that method
Deal with NA doing principle componant analysis
princomp(na.omit(APSI), cor = TRUE)## Call:
## princomp(x = na.omit(APSI), cor = TRUE)
##
## Standard deviations:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7
## 2.0411640 1.1059534 0.8978297 0.7346805 0.5850569 0.5673847 0.5552584
## Comp.8
## 0.5404942
##
## 8 variables and 935 observations.parallel2<-princomp(na.omit(APSI), cor = TRUE)
summary(parallel2)## Importance of components:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5
## Standard deviation 2.0411640 1.1059534 0.8978297 0.73468048 0.58505688
## Proportion of Variance 0.5207938 0.1528916 0.1007623 0.06746943 0.04278644
## Cumulative Proportion 0.5207938 0.6736854 0.7744477 0.84191713 0.88470358
## Comp.6 Comp.7 Comp.8
## Standard deviation 0.56738473 0.55525845 0.54049422
## Proportion of Variance 0.04024068 0.03853899 0.03651675
## Cumulative Proportion 0.92494426 0.96348325 1.00000000plot(parallel2)##results show at least two factors
#simple structure
twofactor<-fa(APSI, nfactors=2, rotate="oblimin", fm="ml")
twofactor#not a good fit## Factor Analysis using method = ml
## Call: fa(r = APSI, nfactors = 2, rotate = "oblimin", fm = "ml")
## Standardized loadings (pattern matrix) based upon correlation matrix
## ML2 ML1 h2 u2 com
## APSI_1 0.84 -0.03 0.693 0.307 1.0
## APSI_2 0.77 0.01 0.592 0.408 1.0
## APSI_3 0.00 1.00 0.995 0.005 1.0
## APSI_4 0.83 -0.02 0.672 0.328 1.0
## APSI_5 0.63 0.19 0.505 0.495 1.2
## APSI_6 -0.13 0.29 0.081 0.919 1.4
## APSI_7 0.76 0.03 0.599 0.401 1.0
## APSI_8 0.82 -0.05 0.658 0.342 1.0
##
## ML2 ML1
## SS loadings 3.67 1.13
## Proportion Var 0.46 0.14
## Cumulative Var 0.46 0.60
## Proportion Explained 0.76 0.24
## Cumulative Proportion 0.76 1.00
##
## With factor correlations of
## ML2 ML1
## ML2 1.00 0.28
## ML1 0.28 1.00
##
## Mean item complexity = 1.1
## Test of the hypothesis that 2 factors are sufficient.
##
## The degrees of freedom for the null model are 28 and the objective function was 3.82 with Chi Square of 4898.41
## The degrees of freedom for the model are 13 and the objective function was 0.18
##
## The root mean square of the residuals (RMSR) is 0.04
## The df corrected root mean square of the residuals is 0.06
##
## The harmonic number of observations is 935 with the empirical chi square 87.21 with prob < 4.8e-13
## The total number of observations was 1288 with MLE Chi Square = 226.45 with prob < 4.9e-41
##
## Tucker Lewis Index of factoring reliability = 0.906
## RMSEA index = 0.113 and the 90 % confidence intervals are 0.1 0.126
## BIC = 133.35
## Fit based upon off diagonal values = 0.99
## Measures of factor score adequacy
## ML2 ML1
## Correlation of scores with factors 0.95 1.00
## Multiple R square of scores with factors 0.91 0.99
## Minimum correlation of possible factor scores 0.82 0.991-((twofactor$STATISTIC - twofactor$dof)/(twofactor$null.chisq- twofactor$null.dof))## [1] 0.956175threefactor<-fa(APSI, nfactors=3, rotate="oblimin", fm="ml")
threefactor#Still not a great fit. 1, 2, 4, 7, 8 are one factor 3 and 5 seem to be thir own factors and 6 crossloads on all factors. ## Factor Analysis using method = ml
## Call: fa(r = APSI, nfactors = 3, rotate = "oblimin", fm = "ml")
## Standardized loadings (pattern matrix) based upon correlation matrix
## ML3 ML1 ML2 h2 u2 com
## APSI_1 0.77 -0.03 0.09 0.68 0.324 1.0
## APSI_2 0.65 0.00 0.17 0.58 0.418 1.1
## APSI_3 0.00 0.99 0.02 1.00 0.005 1.0
## APSI_4 0.86 0.00 -0.04 0.69 0.308 1.0
## APSI_5 0.03 0.03 0.96 0.98 0.019 1.0
## APSI_6 0.09 0.35 -0.33 0.14 0.864 2.1
## APSI_7 0.79 0.06 -0.04 0.62 0.383 1.0
## APSI_8 0.85 -0.03 -0.04 0.67 0.326 1.0
##
## ML3 ML1 ML2
## SS loadings 3.16 1.09 1.10
## Proportion Var 0.39 0.14 0.14
## Cumulative Var 0.39 0.53 0.67
## Proportion Explained 0.59 0.20 0.21
## Cumulative Proportion 0.59 0.79 1.00
##
## With factor correlations of
## ML3 ML1 ML2
## ML3 1.00 0.26 0.65
## ML1 0.26 1.00 0.33
## ML2 0.65 0.33 1.00
##
## Mean item complexity = 1.2
## Test of the hypothesis that 3 factors are sufficient.
##
## The degrees of freedom for the null model are 28 and the objective function was 3.82 with Chi Square of 4898.41
## The degrees of freedom for the model are 7 and the objective function was 0.07
##
## The root mean square of the residuals (RMSR) is 0.02
## The df corrected root mean square of the residuals is 0.04
##
## The harmonic number of observations is 935 with the empirical chi square 26.21 with prob < 0.00046
## The total number of observations was 1288 with MLE Chi Square = 93.76 with prob < 2.1e-17
##
## Tucker Lewis Index of factoring reliability = 0.929
## RMSEA index = 0.098 and the 90 % confidence intervals are 0.081 0.116
## BIC = 43.63
## Fit based upon off diagonal values = 1
## Measures of factor score adequacy
## ML3 ML1 ML2
## Correlation of scores with factors 0.95 1.00 0.99
## Multiple R square of scores with factors 0.91 0.99 0.98
## Minimum correlation of possible factor scores 0.82 0.99 0.961-((threefactor$STATISTIC - threefactor$dof)/(threefactor$null.chisq- threefactor$null.dof))## [1] 0.9821869fourfactor<-fa(APSI, nfactors=4, rotate="oblimin", fm="ml")
fourfactor#An over fit## Factor Analysis using method = ml
## Call: fa(r = APSI, nfactors = 4, rotate = "oblimin", fm = "ml")
## Standardized loadings (pattern matrix) based upon correlation matrix
## ML2 ML4 ML1 ML3 h2 u2 com
## APSI_1 0.31 0.59 0.02 -0.04 0.71 0.290 1.5
## APSI_2 0.04 0.80 0.05 -0.01 0.69 0.310 1.0
## APSI_3 0.05 0.01 0.12 0.70 0.56 0.435 1.1
## APSI_4 0.67 0.20 0.04 -0.03 0.69 0.313 1.2
## APSI_5 0.03 0.58 -0.18 0.34 0.64 0.362 1.8
## APSI_6 -0.01 0.01 0.99 0.03 1.00 0.005 1.0
## APSI_7 0.89 -0.10 -0.03 0.08 0.70 0.295 1.0
## APSI_8 0.65 0.21 0.00 -0.05 0.67 0.329 1.2
##
## ML2 ML4 ML1 ML3
## SS loadings 2.11 1.81 1.04 0.69
## Proportion Var 0.26 0.23 0.13 0.09
## Cumulative Var 0.26 0.49 0.62 0.71
## Proportion Explained 0.37 0.32 0.18 0.12
## Cumulative Proportion 0.37 0.69 0.88 1.00
##
## With factor correlations of
## ML2 ML4 ML1 ML3
## ML2 1.00 0.80 -0.05 0.29
## ML4 0.80 1.00 -0.06 0.31
## ML1 -0.05 -0.06 1.00 0.17
## ML3 0.29 0.31 0.17 1.00
##
## Mean item complexity = 1.2
## Test of the hypothesis that 4 factors are sufficient.
##
## The degrees of freedom for the null model are 28 and the objective function was 3.82 with Chi Square of 4898.41
## The degrees of freedom for the model are 2 and the objective function was 0
##
## The root mean square of the residuals (RMSR) is 0
## The df corrected root mean square of the residuals is 0.01
##
## The harmonic number of observations is 935 with the empirical chi square 0.29 with prob < 0.86
## The total number of observations was 1288 with MLE Chi Square = 2.02 with prob < 0.36
##
## Tucker Lewis Index of factoring reliability = 1
## RMSEA index = 0.003 and the 90 % confidence intervals are NA 0.055
## BIC = -12.3
## Fit based upon off diagonal values = 1
## Measures of factor score adequacy
## ML2 ML4 ML1 ML3
## Correlation of scores with factors 0.94 0.93 1.00 0.79
## Multiple R square of scores with factors 0.88 0.86 0.99 0.62
## Minimum correlation of possible factor scores 0.76 0.72 0.99 0.251-((fourfactor$STATISTIC - fourfactor$dof)/(fourfactor$null.chisq- fourfactor$null.dof))## [1] 0.9999958fa2latex(fa(APSI,2, rotate="oblimin", fm="ml"),heading="Table 2. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI, 2, rotate = "oblimin", fm = "ml") % Called in the psych package Table 2. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
## of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r r }
## \multicolumn{ 5 }{l}{ Table 2. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
## of APSI } \cr
## \hline Variable & ML2 & ML1 & h2 & u2 & com \cr
## \hline
## APSI\_1 & \bf{ 0.84} & -0.03 & 0.69 & 0.31 & 1.00 \cr
## APSI\_2 & \bf{ 0.77} & 0.01 & 0.59 & 0.41 & 1.00 \cr
## APSI\_3 & 0.00 & \bf{ 1.00} & 1.00 & 0.00 & 1.00 \cr
## APSI\_4 & \bf{ 0.83} & -0.02 & 0.67 & 0.33 & 1.00 \cr
## APSI\_5 & \bf{ 0.63} & 0.19 & 0.51 & 0.49 & 1.19 \cr
## APSI\_6 & -0.13 & 0.29 & 0.08 & 0.92 & 1.39 \cr
## APSI\_7 & \bf{ 0.76} & 0.03 & 0.60 & 0.40 & 1.00 \cr
## APSI\_8 & \bf{ 0.82} & -0.05 & 0.66 & 0.34 & 1.01 \cr
## \hline \cr SS loadings & 3.67 & 1.13 & \cr
## \cr
## \hline \cr
## ML2 & 1.00 & 0.28 \cr
## ML1 & 0.28 & 1.00 \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}fa2latex(fa(APSI,3, rotate="oblimin", fm="ml"),heading="Table 3. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI, 3, rotate = "oblimin", fm = "ml") % Called in the psych package Table 3. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
## of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r r r }
## \multicolumn{ 6 }{l}{ Table 3. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
## of APSI } \cr
## \hline Variable & ML3 & ML1 & ML2 & h2 & u2 & com \cr
## \hline
## APSI\_1 & \bf{0.77} & -0.03 & 0.09 & 0.68 & 0.32 & 1.03 \cr
## APSI\_2 & \bf{0.65} & 0.00 & 0.17 & 0.58 & 0.42 & 1.13 \cr
## APSI\_3 & 0.00 & \bf{ 0.99} & 0.02 & 1.00 & 0.00 & 1.00 \cr
## APSI\_4 & \bf{0.86} & 0.00 & -0.04 & 0.69 & 0.31 & 1.00 \cr
## APSI\_5 & 0.03 & 0.03 & \bf{ 0.96} & 0.98 & 0.02 & 1.00 \cr
## APSI\_6 & 0.09 & \bf{ 0.35} & \bf{-0.33} & 0.14 & 0.86 & 2.14 \cr
## APSI\_7 & \bf{0.79} & 0.06 & -0.04 & 0.62 & 0.38 & 1.02 \cr
## APSI\_8 & \bf{0.85} & -0.03 & -0.04 & 0.67 & 0.33 & 1.01 \cr
## \hline \cr SS loadings & 3.16 & 1.09 & 1.1 & \cr
## \cr
## \hline \cr
## ML3 & 1.00 & 0.26 & 0.65 \cr
## ML1 & 0.26 & 1.00 & 0.33 \cr
## ML2 & 0.65 & 0.33 & 1.00 \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}fa2latex(fa(APSI,4, rotate="oblimin", fm="ml"),heading="Table 4. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI, 4, rotate = "oblimin", fm = "ml") % Called in the psych package Table 4. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
## of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r r r r }
## \multicolumn{ 7 }{l}{ Table 4. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
## of APSI } \cr
## \hline Variable & ML2 & ML4 & ML1 & ML3 & h2 & u2 & com \cr
## \hline
## APSI\_1 & \bf{ 0.31} & \bf{ 0.59} & 0.02 & -0.04 & 0.71 & 0.29 & 1.52 \cr
## APSI\_2 & 0.04 & \bf{ 0.80} & 0.05 & -0.01 & 0.69 & 0.31 & 1.01 \cr
## APSI\_3 & 0.05 & 0.01 & 0.12 & \bf{ 0.70} & 0.56 & 0.44 & 1.07 \cr
## APSI\_4 & \bf{ 0.67} & 0.20 & 0.04 & -0.03 & 0.69 & 0.31 & 1.20 \cr
## APSI\_5 & 0.03 & \bf{ 0.58} & -0.18 & \bf{ 0.34} & 0.64 & 0.36 & 1.84 \cr
## APSI\_6 & -0.01 & 0.01 & \bf{ 0.99} & 0.03 & 1.00 & 0.00 & 1.00 \cr
## APSI\_7 & \bf{ 0.89} & -0.10 & -0.03 & 0.08 & 0.70 & 0.30 & 1.04 \cr
## APSI\_8 & \bf{ 0.65} & 0.21 & 0.00 & -0.05 & 0.67 & 0.33 & 1.22 \cr
## \hline \cr SS loadings & 2.11 & 1.81 & 1.04 & 0.69 & \cr
## \cr
## \hline \cr
## ML2 & 1.00 & 0.80 & -0.05 & 0.29 \cr
## ML4 & 0.80 & 1.00 & -0.06 & 0.31 \cr
## ML1 & -0.05 & -0.06 & 1.00 & 0.17 \cr
## ML3 & 0.29 & 0.31 & 0.17 & 1.00 \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}question 1,4,7,8 seem to talk about purpose. so try as one factr
APSI12478<-select(APSI, APSI_1, APSI_2, APSI_4, APSI_5, APSI_7, APSI_8)
APSI12478<-tbl_df(APSI12478)
APSI12478## Source: local data frame [1,288 x 6]
##
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8
## (dbl) (dbl) (dbl) (dbl) (dbl) (dbl)
## 1 4 4 3 5 1 3
## 2 3 2 4 2 4 1
## 3 3 3 3 3 3 3
## 4 3 4 3 5 3 3
## 5 4 4 3 5 1 2
## 6 5 1 5 5 4 5
## 7 4 4 4 4 4 4
## 8 4 2 4 2 3 3
## 9 5 5 5 3 3 3
## 10 4 4 4 4 4 4
## .. ... ... ... ... ... ...onefactorAPSI12478<-fa(APSI12478, nfactors=1, rotate="varimax", fm="ml")
onefactorAPSI12478#The TLI is good but the RMSEA is a poor fit## Factor Analysis using method = ml
## Call: fa(r = APSI12478, nfactors = 1, rotate = "varimax", fm = "ml")
## Standardized loadings (pattern matrix) based upon correlation matrix
## ML1 h2 u2 com
## APSI_1 0.83 0.69 0.31 1
## APSI_2 0.77 0.59 0.41 1
## APSI_4 0.82 0.67 0.33 1
## APSI_5 0.68 0.46 0.54 1
## APSI_7 0.77 0.60 0.40 1
## APSI_8 0.81 0.65 0.35 1
##
## ML1
## SS loadings 3.67
## Proportion Var 0.61
##
## Mean item complexity = 1
## Test of the hypothesis that 1 factor is sufficient.
##
## The degrees of freedom for the null model are 15 and the objective function was 3.49 with Chi Square of 4487.49
## The degrees of freedom for the model are 9 and the objective function was 0.1
##
## The root mean square of the residuals (RMSR) is 0.03
## The df corrected root mean square of the residuals is 0.04
##
## The harmonic number of observations is 935 with the empirical chi square 33.24 with prob < 0.00012
## The total number of observations was 1288 with MLE Chi Square = 128.92 with prob < 2e-23
##
## Tucker Lewis Index of factoring reliability = 0.955
## RMSEA index = 0.102 and the 90 % confidence intervals are 0.087 0.118
## BIC = 64.47
## Fit based upon off diagonal values = 1
## Measures of factor score adequacy
## ML1
## Correlation of scores with factors 0.95
## Multiple R square of scores with factors 0.91
## Minimum correlation of possible factor scores 0.82fa2latex(fa(APSI12478,1, rotate="oblimin", fm="ml"),heading="Table 5. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI12478, 1, rotate = "oblimin", fm = "ml") % Called in the psych package Table 5. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
## of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r }
## \multicolumn{ 4 }{l}{ Table 5. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation
## of APSI } \cr
## \hline Variable & ML1 & ML1.1 & ML1.2 & com \cr
## \hline
## APSI\_1 & \bf{0.83} & 0.69 & 0.31 & 1 \cr
## APSI\_2 & \bf{0.77} & 0.59 & 0.41 & 1 \cr
## APSI\_4 & \bf{0.82} & 0.67 & 0.33 & 1 \cr
## APSI\_5 & \bf{0.68} & 0.46 & 0.54 & 1 \cr
## APSI\_7 & \bf{0.77} & 0.60 & 0.40 & 1 \cr
## APSI\_8 & \bf{0.81} & 0.65 & 0.35 & 1 \cr
## \hline \cr SS loadings & 3.67 & \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}#CFI
1-((onefactorAPSI12478$STATISTIC - onefactorAPSI12478$dof)/(onefactorAPSI12478$null.chisq- onefactorAPSI12478$null.dof))## [1] 0.973187A two factor model
twofactorAPSI124578<-fa(APSI, nfactors=2, rotate="varimax", fm="ml")
twofactorAPSI124578#The TLI is good but the RMSEA is a poor fit## Factor Analysis using method = ml
## Call: fa(r = APSI, nfactors = 2, rotate = "varimax", fm = "ml")
## Standardized loadings (pattern matrix) based upon correlation matrix
## ML2 ML1 h2 u2 com
## APSI_1 0.83 -0.02 0.693 0.307 1.0
## APSI_2 0.77 0.02 0.592 0.408 1.0
## APSI_3 0.27 0.96 0.995 0.005 1.2
## APSI_4 0.82 -0.01 0.672 0.328 1.0
## APSI_5 0.68 0.20 0.505 0.495 1.2
## APSI_6 -0.05 0.28 0.081 0.919 1.1
## APSI_7 0.77 0.05 0.599 0.401 1.0
## APSI_8 0.81 -0.03 0.658 0.342 1.0
##
## ML2 ML1
## SS loadings 3.75 1.04
## Proportion Var 0.47 0.13
## Cumulative Var 0.47 0.60
## Proportion Explained 0.78 0.22
## Cumulative Proportion 0.78 1.00
##
## Mean item complexity = 1.1
## Test of the hypothesis that 2 factors are sufficient.
##
## The degrees of freedom for the null model are 28 and the objective function was 3.82 with Chi Square of 4898.41
## The degrees of freedom for the model are 13 and the objective function was 0.18
##
## The root mean square of the residuals (RMSR) is 0.04
## The df corrected root mean square of the residuals is 0.06
##
## The harmonic number of observations is 935 with the empirical chi square 87.21 with prob < 4.8e-13
## The total number of observations was 1288 with MLE Chi Square = 226.45 with prob < 4.9e-41
##
## Tucker Lewis Index of factoring reliability = 0.906
## RMSEA index = 0.113 and the 90 % confidence intervals are 0.1 0.126
## BIC = 133.35
## Fit based upon off diagonal values = 0.99
## Measures of factor score adequacy
## ML2 ML1
## Correlation of scores with factors 0.95 0.99
## Multiple R square of scores with factors 0.91 0.99
## Minimum correlation of possible factor scores 0.82 0.97fa2latex(fa(APSI,2, rotate="oblimin", fm="ml"),heading="Table 5. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI, 2, rotate = "oblimin", fm = "ml") % Called in the psych package Table 5. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r r }
## \multicolumn{ 5 }{l}{ Table 5. Factor Loadings for Exploratory Factor Analysis with Oblimin Rotation of APSI } \cr
## \hline Variable & ML2 & ML1 & h2 & u2 & com \cr
## \hline
## APSI\_1 & \bf{ 0.84} & -0.03 & 0.69 & 0.31 & 1.00 \cr
## APSI\_2 & \bf{ 0.77} & 0.01 & 0.59 & 0.41 & 1.00 \cr
## APSI\_3 & 0.00 & \bf{ 1.00} & 1.00 & 0.00 & 1.00 \cr
## APSI\_4 & \bf{ 0.83} & -0.02 & 0.67 & 0.33 & 1.00 \cr
## APSI\_5 & \bf{ 0.63} & 0.19 & 0.51 & 0.49 & 1.19 \cr
## APSI\_6 & -0.13 & 0.29 & 0.08 & 0.92 & 1.39 \cr
## APSI\_7 & \bf{ 0.76} & 0.03 & 0.60 & 0.40 & 1.00 \cr
## APSI\_8 & \bf{ 0.82} & -0.05 & 0.66 & 0.34 & 1.01 \cr
## \hline \cr SS loadings & 3.67 & 1.13 & \cr
## \cr
## \hline \cr
## ML2 & 1.00 & 0.28 \cr
## ML1 & 0.28 & 1.00 \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}#CFI
1-((twofactorAPSI124578$STATISTIC - twofactorAPSI124578$dof)/(twofactorAPSI124578$null.chisq- twofactorAPSI124578$null.dof))## [1] 0.956175Finding Alpha
alpha(APSI, na.rm = TRUE, check.keys=TRUE)## Warning in alpha(APSI, na.rm = TRUE, check.keys = TRUE): Some items were negatively correlated with total scale and were automatically reversed.
## This is indicated by a negative sign for the variable name.##
## Reliability analysis
## Call: alpha(x = APSI, na.rm = TRUE, check.keys = TRUE)
##
## raw_alpha std.alpha G6(smc) average_r S/N ase mean sd
## 0.82 0.83 0.86 0.38 4.9 0.012 3.7 0.78
##
## lower alpha upper 95% confidence boundaries
## 0.8 0.82 0.84
##
## Reliability if an item is dropped:
## raw_alpha std.alpha G6(smc) average_r S/N alpha se
## APSI_1 0.77 0.78 0.82 0.34 3.6 0.015
## APSI_2 0.78 0.79 0.83 0.35 3.8 0.015
## APSI_3 0.84 0.85 0.86 0.45 5.7 0.013
## APSI_4 0.77 0.79 0.82 0.34 3.7 0.015
## APSI_5 0.78 0.79 0.82 0.35 3.8 0.015
## APSI_6- 0.88 0.88 0.88 0.51 7.1 0.011
## APSI_7 0.78 0.79 0.82 0.35 3.7 0.015
## APSI_8 0.77 0.79 0.82 0.35 3.7 0.015
##
## Item statistics
## n raw.r std.r r.cor r.drop mean sd
## APSI_1 935 0.83 0.82 0.815 0.7454 3.7 1.2
## APSI_2 935 0.78 0.79 0.762 0.6927 3.9 1.1
## APSI_3 935 0.37 0.41 0.292 0.2226 3.9 1.0
## APSI_4 935 0.81 0.81 0.796 0.7262 3.8 1.2
## APSI_5 935 0.77 0.78 0.750 0.6909 4.1 1.0
## APSI_6- 935 0.23 0.19 0.032 0.0075 2.9 1.4
## APSI_7 935 0.79 0.80 0.773 0.7105 3.9 1.1
## APSI_8 935 0.81 0.81 0.791 0.7257 3.8 1.2Create dataset for Target rotation
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_4, APSI_7, APSI_8, APSI_5, APSI_3, APSI_6)
APSI$APSI_6 <- 6- APSI$APSI_6
APSI<- data.frame(apply(APSI,2, as.numeric))Load packedges
library(GPArotation)
library(psych)
library(dplyr)
colnames(APSI) <- c("1","2", "3", "4", "5", "6", "7", "8")Trying to see whether we can make this into two factors. Having the two questions about personal values 3 and 5 and the negatively worded item (number 6) as one factor.
Targ_key <- make.keys(8,list(f1=1:5,f2=6:8))
Targ_key <- scrub(Targ_key,isvalue=1) #fix the 0s, allow the NAs to be estimated
Targ_key <- list(Targ_key)
APSI_cor <- corFiml(APSI)
APSI_cor## 1 2 3 4 5 6
## 1 1.0000000 0.686248357 0.673436529 0.61974433 0.65566219 0.5881005
## 2 0.6862484 1.000000000 0.607086624 0.53734103 0.61062409 0.5897553
## 3 0.6734365 0.607086624 1.000000000 0.67374287 0.67843958 0.5287717
## 4 0.6197443 0.537341028 0.673742874 1.00000000 0.66683390 0.5067699
## 5 0.6556622 0.610624090 0.678439576 0.66683390 1.00000000 0.5170080
## 6 0.5881005 0.589755314 0.528771683 0.50676991 0.51700800 1.0000000
## 7 0.2097511 0.228294887 0.215075960 0.25476260 0.18767318 0.3757412
## 8 -0.0277245 0.004749543 -0.005183542 -0.05011696 -0.05137862 -0.1385015
## 7 8
## 1 0.2097511 -0.027724499
## 2 0.2282949 0.004749543
## 3 0.2150760 -0.005183542
## 4 0.2547626 -0.050116959
## 5 0.1876732 -0.051378619
## 6 0.3757412 -0.138501481
## 7 1.0000000 0.254435806
## 8 0.2544358 1.000000000out_targetQ <- fa(APSI_cor,2,rotate="TargetQ",n.obs = 1288,Target=Targ_key) #TargetT for orthogonal rotation## Warning in fac(r = r, nfactors = nfactors, n.obs = n.obs, rotate =
## rotate, : A Heywood case was detected. Examine the loadings carefully.out_targetQ[c("loadings", "score.cor", "TLI", "RMSEA")]## $loadings
##
## Loadings:
## MR1 MR2
## 1 0.828
## 2 0.752
## 3 0.812
## 4 0.745
## 5 0.813
## 6 0.600 0.235
## 7 1.023
## 8 -0.157 0.293
##
## MR1 MR2
## SS loadings 3.518 1.197
## Proportion Var 0.440 0.150
## Cumulative Var 0.440 0.589
##
## $score.cor
## [,1] [,2]
## [1,] 1.0000000 0.1541564
## [2,] 0.1541564 1.0000000
##
## $TLI
## [1] 0.905509
##
## $RMSEA
## RMSEA lower upper confidence
## 0.1131745 0.1002634 0.1260428 0.1000000fa2latex(fa(APSI_cor,2,rotate="TargetQ",n.obs = 1288,Target=Targ_key), heading="Table 9. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI")## Warning in fac(r = r, nfactors = nfactors, n.obs = n.obs, rotate =
## rotate, : A Heywood case was detected. Examine the loadings carefully.## % Called in the psych package fa2latex % Called in the psych package fa(APSI_cor, 2, rotate = "TargetQ", n.obs = 1288, Target = Targ_key) % Called in the psych package Table 9. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r r }
## \multicolumn{ 5 }{l}{ Table 9. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI } \cr
## \hline Variable & MR1 & MR2 & h2 & u2 & com \cr
## \hline
## 1 & \bf{ 0.83} & 0.01 & 0.69 & 0.31 & 1.00 \cr
## 2 & \bf{ 0.75} & 0.05 & 0.59 & 0.41 & 1.01 \cr
## 3 & \bf{ 0.81} & 0.02 & 0.67 & 0.33 & 1.00 \cr
## 4 & \bf{ 0.74} & 0.08 & 0.60 & 0.40 & 1.02 \cr
## 5 & \bf{ 0.81} & 0.00 & 0.66 & 0.34 & 1.00 \cr
## 6 & \bf{ 0.60} & 0.24 & 0.50 & 0.50 & 1.30 \cr
## 7 & -0.09 & \bf{1.02} & 1.00 & 0.00 & 1.02 \cr
## 8 & -0.16 & 0.29 & 0.08 & 0.92 & 1.53 \cr
## \hline \cr SS loadings & 3.56 & 1.24 & \cr
## \cr
## \hline \cr
## MR1 & 1.00 & 0.32 \cr
## MR2 & 0.32 & 1.00 \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}out_targetQ#get a heywood case. really poor fit## Factor Analysis using method = minres
## Call: fa(r = APSI_cor, nfactors = 2, n.obs = 1288, rotate = "TargetQ",
## Target = Targ_key)
##
## Warning: A Heywood case was detected.
## Standardized loadings (pattern matrix) based upon correlation matrix
## MR1 MR2 h2 u2 com
## 1 0.83 0.01 0.694 0.306 1.0
## 2 0.75 0.05 0.592 0.408 1.0
## 3 0.81 0.02 0.672 0.328 1.0
## 4 0.74 0.08 0.599 0.401 1.0
## 5 0.81 0.00 0.659 0.341 1.0
## 6 0.60 0.24 0.505 0.495 1.3
## 7 -0.09 1.02 0.995 0.005 1.0
## 8 -0.16 0.29 0.081 0.919 1.5
##
## MR1 MR2
## SS loadings 3.56 1.24
## Proportion Var 0.44 0.15
## Cumulative Var 0.44 0.60
## Proportion Explained 0.74 0.26
## Cumulative Proportion 0.74 1.00
##
## With factor correlations of
## MR1 MR2
## MR1 1.00 0.32
## MR2 0.32 1.00
##
## Mean item complexity = 1.1
## Test of the hypothesis that 2 factors are sufficient.
##
## The degrees of freedom for the null model are 28 and the objective function was 3.82 with Chi Square of 4898.39
## The degrees of freedom for the model are 13 and the objective function was 0.18
##
## The root mean square of the residuals (RMSR) is 0.04
## The df corrected root mean square of the residuals is 0.06
##
## The harmonic number of observations is 1288 with the empirical chi square 120.2 with prob < 1.8e-19
## The total number of observations was 1288 with MLE Chi Square = 226.44 with prob < 4.9e-41
##
## Tucker Lewis Index of factoring reliability = 0.906
## RMSEA index = 0.113 and the 90 % confidence intervals are 0.1 0.126
## BIC = 133.35
## Fit based upon off diagonal values = 0.99
## Measures of factor score adequacy
## MR1 MR2
## Correlation of scores with factors 0.95 1.00
## Multiple R square of scores with factors 0.91 0.99
## Minimum correlation of possible factor scores 0.82 0.99CFI
1-((out_targetQ$STATISTIC - out_targetQ$dof)/(out_targetQ$null.chisq- out_targetQ$null.dof))## [1] 0.956175Try in with two factors 3 (talks about belifs as well) and 6 (negative question) being a seperate factor.
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_4, APSI_7, APSI_8, APSI_5, APSI_3, APSI_6)
APSI$APSI_6 <- 6- APSI$APSI_6
APSI<- data.frame(apply(APSI,2, as.numeric))
colnames(APSI) <- c("1","2", "3", "4", "5", "6", "7","8")
#Target rotation: choose "simple structure" a priori and can be applied to oblique and orthogonal rotation based on
#what paper says facotrs should be MLQ
Targ_key <- make.keys(8,list(f1=1:6,f2=7:8))
Targ_key <- scrub(Targ_key,isvalue=1) #fix the 0s, allow the NAs to be estimated
Targ_key <- list(Targ_key)
APSI_cor <- corFiml(APSI)
APSI_cor## 1 2 3 4 5 6
## 1 1.0000000 0.686248357 0.673436529 0.61974433 0.65566219 0.5881005
## 2 0.6862484 1.000000000 0.607086624 0.53734103 0.61062409 0.5897553
## 3 0.6734365 0.607086624 1.000000000 0.67374287 0.67843958 0.5287717
## 4 0.6197443 0.537341028 0.673742874 1.00000000 0.66683390 0.5067699
## 5 0.6556622 0.610624090 0.678439576 0.66683390 1.00000000 0.5170080
## 6 0.5881005 0.589755314 0.528771683 0.50676991 0.51700800 1.0000000
## 7 0.2097511 0.228294887 0.215075960 0.25476260 0.18767318 0.3757412
## 8 -0.0277245 0.004749543 -0.005183542 -0.05011696 -0.05137862 -0.1385015
## 7 8
## 1 0.2097511 -0.027724499
## 2 0.2282949 0.004749543
## 3 0.2150760 -0.005183542
## 4 0.2547626 -0.050116959
## 5 0.1876732 -0.051378619
## 6 0.3757412 -0.138501481
## 7 1.0000000 0.254435806
## 8 0.2544358 1.000000000out_targetQ <- fa(APSI_cor,2,rotate="TargetQ",n.obs = 1288,Target=Targ_key) #TargetT for orthogonal rotation
out_targetQ[c("loadings", "score.cor", "TLI", "RMSEA")]#many cross loadings## $loadings
##
## Loadings:
## MR1 MR2
## 1 0.844
## 2 0.771
## 3 0.829
## 4 0.768
## 5 0.826
## 6 0.641 0.181
## 7 0.984
## 8 -0.120 0.292
##
## MR1 MR2
## SS loadings 3.694 1.095
## Proportion Var 0.462 0.137
## Cumulative Var 0.462 0.599
##
## $score.cor
## [,1] [,2]
## [1,] 1.0000000 0.1541564
## [2,] 0.1541564 1.0000000
##
## $TLI
## [1] 0.905509
##
## $RMSEA
## RMSEA lower upper confidence
## 0.1131745 0.1002634 0.1260428 0.1000000fa2latex(fa(APSI_cor,2,rotate="TargetQ",n.obs = 807,Target=Targ_key), heading="Table 10. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI_cor, 2, rotate = "TargetQ", n.obs = 807, Target = Targ_key) % Called in the psych package Table 10. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r r }
## \multicolumn{ 5 }{l}{ Table 10. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI } \cr
## \hline Variable & MR1 & MR2 & h2 & u2 & com \cr
## \hline
## 1 & \bf{ 0.84} & -0.05 & 0.69 & 0.31 & 1.01 \cr
## 2 & \bf{ 0.77} & -0.01 & 0.59 & 0.41 & 1.00 \cr
## 3 & \bf{ 0.83} & -0.04 & 0.67 & 0.33 & 1.00 \cr
## 4 & \bf{ 0.77} & 0.02 & 0.60 & 0.40 & 1.00 \cr
## 5 & \bf{ 0.83} & -0.06 & 0.66 & 0.34 & 1.01 \cr
## 6 & \bf{ 0.64} & 0.18 & 0.50 & 0.50 & 1.16 \cr
## 7 & 0.05 & \bf{ 0.98} & 1.00 & 0.00 & 1.00 \cr
## 8 & -0.12 & 0.29 & 0.08 & 0.92 & 1.33 \cr
## \hline \cr SS loadings & 3.7 & 1.1 & \cr
## \cr
## \hline \cr
## MR1 & 1.00 & 0.26 \cr
## MR2 & 0.26 & 1.00 \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}out_targetQ# no heyward case but still not a great fit## Factor Analysis using method = minres
## Call: fa(r = APSI_cor, nfactors = 2, n.obs = 1288, rotate = "TargetQ",
## Target = Targ_key)
## Standardized loadings (pattern matrix) based upon correlation matrix
## MR1 MR2 h2 u2 com
## 1 0.84 -0.05 0.694 0.306 1.0
## 2 0.77 -0.01 0.592 0.408 1.0
## 3 0.83 -0.04 0.672 0.328 1.0
## 4 0.77 0.02 0.599 0.401 1.0
## 5 0.83 -0.06 0.659 0.341 1.0
## 6 0.64 0.18 0.505 0.495 1.2
## 7 0.05 0.98 0.995 0.005 1.0
## 8 -0.12 0.29 0.081 0.919 1.3
##
## MR1 MR2
## SS loadings 3.70 1.10
## Proportion Var 0.46 0.14
## Cumulative Var 0.46 0.60
## Proportion Explained 0.77 0.23
## Cumulative Proportion 0.77 1.00
##
## With factor correlations of
## MR1 MR2
## MR1 1.00 0.26
## MR2 0.26 1.00
##
## Mean item complexity = 1.1
## Test of the hypothesis that 2 factors are sufficient.
##
## The degrees of freedom for the null model are 28 and the objective function was 3.82 with Chi Square of 4898.39
## The degrees of freedom for the model are 13 and the objective function was 0.18
##
## The root mean square of the residuals (RMSR) is 0.04
## The df corrected root mean square of the residuals is 0.06
##
## The harmonic number of observations is 1288 with the empirical chi square 120.2 with prob < 1.8e-19
## The total number of observations was 1288 with MLE Chi Square = 226.44 with prob < 4.9e-41
##
## Tucker Lewis Index of factoring reliability = 0.906
## RMSEA index = 0.113 and the 90 % confidence intervals are 0.1 0.126
## BIC = 133.35
## Fit based upon off diagonal values = 0.99
## Measures of factor score adequacy
## MR1 MR2
## Correlation of scores with factors 0.95 1.00
## Multiple R square of scores with factors 0.91 0.99
## Minimum correlation of possible factor scores 0.82 0.99CFI
1-((out_targetQ$STATISTIC - out_targetQ$dof)/(out_targetQ$null.chisq- out_targetQ$null.dof))## [1] 0.956175Create dataset for Target rotation dropping question 3 that talks about having belifes and values and loads on all factors and six as seperate factors
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_4, APSI_5, APSI_7, APSI_8, APSI_6)
str(APSI)## 'data.frame': 1288 obs. of 7 variables:
## $ APSI_1: int 4 3 3 3 4 5 4 4 5 4 ...
## $ APSI_2: int 4 2 3 4 4 1 4 2 5 4 ...
## $ APSI_4: int 3 4 3 3 3 5 4 4 5 4 ...
## $ APSI_5: int 5 2 3 5 5 5 4 2 3 4 ...
## $ APSI_7: int 1 4 3 3 1 4 4 3 3 4 ...
## $ APSI_8: int 3 1 3 3 2 5 4 3 3 4 ...
## $ APSI_6: int 2 3 3 4 2 3 4 4 1 4 ...APSI$APSI_6 <- 6- APSI$APSI_6
APSI<- data.frame(apply(APSI,2, as.numeric))
colnames(APSI) <- c("1","2", "3", "4", "5", "6", "7")
#Target rotation: choose "simple structure" a priori and can be applied to oblique and orthogonal rotation based on
Targ_key <- make.keys(7,list(f1=1:6, f2=7))
Targ_key <- scrub(Targ_key,isvalue=1) #fix the 0s, allow the NAs to be estimated
Targ_key <- list(Targ_key)
APSI_cor <- corFiml(APSI)
out_targetQ <- fa(APSI_cor,2,rotate="TargetQ",n.obs = 1288,Target=Targ_key) #TargetT for orthogonal rotation
out_targetQ[c("loadings", "score.cor", "TLI", "RMSEA")]## $loadings
##
## Loadings:
## MR1 MR2
## 1 0.834 0.106
## 2 0.792 0.286
## 3 0.818 -0.136
## 4 0.684 0.158
## 5 0.780 -0.268
## 6 0.807 -0.128
## 7
##
## MR1 MR2
## SS loadings 3.721 0.225
## Proportion Var 0.532 0.032
## Cumulative Var 0.532 0.564
##
## $<NA>
## NULL
##
## $TLI
## [1] 0.9756803
##
## $RMSEA
## RMSEA lower upper confidence
## 0.06381216 0.04738116 0.08115708 0.10000000fa2latex(fa(APSI_cor,2,rotate="TargetQ",n.obs = 1288,Target=Targ_key), heading="Table 11. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI_cor, 2, rotate = "TargetQ", n.obs = 1288, Target = Targ_key) % Called in the psych package Table 11. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r r }
## \multicolumn{ 5 }{l}{ Table 11. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI } \cr
## \hline Variable & MR1 & MR2 & h2 & u2 & com \cr
## \hline
## 1 & \bf{ 0.83} & 0.11 & 0.71 & 0.29 & 1.03 \cr
## 2 & \bf{ 0.79} & 0.29 & 0.71 & 0.29 & 1.26 \cr
## 3 & \bf{ 0.82} & -0.14 & 0.69 & 0.31 & 1.06 \cr
## 4 & \bf{ 0.68} & 0.16 & 0.49 & 0.51 & 1.11 \cr
## 5 & \bf{ 0.78} & -0.27 & 0.68 & 0.32 & 1.23 \cr
## 6 & \bf{ 0.81} & -0.13 & 0.67 & 0.33 & 1.05 \cr
## 7 & -0.04 & 0.02 & 0.00 & 1.00 & 1.36 \cr
## \hline \cr SS loadings & 3.72 & 0.23 & \cr
## \cr
## \hline \cr
## MR1 & 1.00 & 0.00 \cr
## MR2 & 0.00 & 1.00 \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}out_targetQ#its a good fit but the second factor APSI 6 (negatively worded item) does not load at all and is clearly problemtic. ## Factor Analysis using method = minres
## Call: fa(r = APSI_cor, nfactors = 2, n.obs = 1288, rotate = "TargetQ",
## Target = Targ_key)
## Standardized loadings (pattern matrix) based upon correlation matrix
## MR1 MR2 h2 u2 com
## 1 0.83 0.11 0.7054 0.29 1.0
## 2 0.79 0.29 0.7069 0.29 1.3
## 3 0.82 -0.14 0.6882 0.31 1.1
## 4 0.68 0.16 0.4923 0.51 1.1
## 5 0.78 -0.27 0.6824 0.32 1.2
## 6 0.81 -0.13 0.6689 0.33 1.0
## 7 -0.04 0.02 0.0024 1.00 1.4
##
## MR1 MR2
## SS loadings 3.72 0.23
## Proportion Var 0.53 0.03
## Cumulative Var 0.53 0.56
## Proportion Explained 0.94 0.06
## Cumulative Proportion 0.94 1.00
##
## With factor correlations of
## MR1 MR2
## MR1 1 0
## MR2 0 1
##
## Mean item complexity = 1.2
## Test of the hypothesis that 2 factors are sufficient.
##
## The degrees of freedom for the null model are 21 and the objective function was 3.53 with Chi Square of 4532.16
## The degrees of freedom for the model are 8 and the objective function was 0.04
##
## The root mean square of the residuals (RMSR) is 0.03
## The df corrected root mean square of the residuals is 0.04
##
## The harmonic number of observations is 1288 with the empirical chi square 40.44 with prob < 2.7e-06
## The total number of observations was 1288 with MLE Chi Square = 49.75 with prob < 4.6e-08
##
## Tucker Lewis Index of factoring reliability = 0.976
## RMSEA index = 0.064 and the 90 % confidence intervals are 0.047 0.081
## BIC = -7.54
## Fit based upon off diagonal values = 1
## Measures of factor score adequacy
## MR1 MR2
## Correlation of scores with factors 0.96 0.64
## Multiple R square of scores with factors 0.92 0.41
## Minimum correlation of possible factor scores 0.84 -0.18CFI
1-((out_targetQ$STATISTIC - out_targetQ$dof)/(out_targetQ$null.chisq- out_targetQ$null.dof))## [1] 0.990745Create dataset for Target rotation as one factor
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_3, APSI_4, APSI_5, APSI_6, APSI_7, APSI_8)
APSI$APSI_6 <- 6- APSI$APSI_6
APSI<- data.frame(apply(APSI,2, as.numeric))
colnames(APSI) <- c("1","2", "3", "4", "5", "6", "7", "8")
#Target rotation: choose "simple structure" a priori and can be applied to oblique and orthogonal rotation based on
Targ_key <- make.keys(8,list(f1=1:8))
Targ_key <- scrub(Targ_key,isvalue=1) #fix the 0s, allow the NAs to be estimated
Targ_key <- list(Targ_key)
APSI_cor <- corFiml(APSI)
out_targetQ <- fa(APSI_cor,1,rotate="TargetQ",n.obs = 807,Target=Targ_key) #TargetT for orthogonal rotation
fa2latex(fa(APSI_cor,1,rotate="TargetQ",n.obs = 807,Target=Targ_key), heading="Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI_cor, 1, rotate = "TargetQ", n.obs = 807, Target = Targ_key) % Called in the psych package Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r }
## \multicolumn{ 4 }{l}{ Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI } \cr
## \hline Variable & MR1 & MR1.1 & MR1.2 & com \cr
## \hline
## 1 & \bf{ 0.83} & 0.69 & 0.31 & 1 \cr
## 2 & \bf{ 0.77} & 0.59 & 0.41 & 1 \cr
## 3 & 0.29 & 0.09 & 0.91 & 1 \cr
## 4 & \bf{ 0.82} & 0.67 & 0.33 & 1 \cr
## 5 & \bf{ 0.69} & 0.47 & 0.53 & 1 \cr
## 6 & -0.04 & 0.00 & 1.00 & 1 \cr
## 7 & \bf{ 0.77} & 0.60 & 0.40 & 1 \cr
## 8 & \bf{ 0.81} & 0.65 & 0.35 & 1 \cr
## \hline \cr SS loadings & 3.77 & \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}out_targetQ[c("loadings", "score.cor", "TLI", "RMSEA")]## $loadings
##
## Loadings:
## MR1
## 1 0.831
## 2 0.771
## 3 0.294
## 4 0.819
## 5 0.687
## 6
## 7 0.774
## 8 0.807
##
## MR1
## SS loadings 3.765
## Proportion Var 0.471
##
## $<NA>
## NULL
##
## $TLI
## [1] 0.8837613
##
## $RMSEA
## RMSEA lower upper confidence
## 0.1253194 0.1119293 0.1383096 0.1000000out_targetQ#a really poor fit, 3 and 6 causing mjor problems. ## Factor Analysis using method = minres
## Call: fa(r = APSI_cor, nfactors = 1, n.obs = 807, rotate = "TargetQ",
## Target = Targ_key)
## Standardized loadings (pattern matrix) based upon correlation matrix
## MR1 h2 u2 com
## 1 0.83 0.6907 0.31 1
## 2 0.77 0.5941 0.41 1
## 3 0.29 0.0865 0.91 1
## 4 0.82 0.6705 0.33 1
## 5 0.69 0.4724 0.53 1
## 6 -0.04 0.0015 1.00 1
## 7 0.77 0.5987 0.40 1
## 8 0.81 0.6511 0.35 1
##
## MR1
## SS loadings 3.77
## Proportion Var 0.47
##
## Mean item complexity = 1
## Test of the hypothesis that 1 factor is sufficient.
##
## The degrees of freedom for the null model are 28 and the objective function was 3.82 with Chi Square of 3062.69
## The degrees of freedom for the model are 20 and the objective function was 0.34
##
## The root mean square of the residuals (RMSR) is 0.07
## The df corrected root mean square of the residuals is 0.08
##
## The harmonic number of observations is 807 with the empirical chi square 224.43 with prob < 1.6e-36
## The total number of observations was 807 with MLE Chi Square = 271.75 with prob < 4.5e-46
##
## Tucker Lewis Index of factoring reliability = 0.884
## RMSEA index = 0.125 and the 90 % confidence intervals are 0.112 0.138
## BIC = 137.89
## Fit based upon off diagonal values = 0.98
## Measures of factor score adequacy
## MR1
## Correlation of scores with factors 0.95
## Multiple R square of scores with factors 0.91
## Minimum correlation of possible factor scores 0.82CFI
1-((out_targetQ$STATISTIC - out_targetQ$dof)/(out_targetQ$null.chisq- out_targetQ$null.dof))## [1] 0.917042``` #Create dataset for Target rotation droping 3 and 6 and the rest as one factor
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_4, APSI_5, APSI_7, APSI_8)
APSI<- data.frame(apply(APSI,2, as.numeric))
colnames(APSI) <- c("1","2", "3", "4", "5", "6")
#Target rotation: choose "simple structure" a priori and can be applied to oblique and orthogonal rotation based on
Targ_key <- make.keys(6,list(f1=1:6))
Targ_key <- scrub(Targ_key,isvalue=1) #fix the 0s, allow the NAs to be estimated
Targ_key <- list(Targ_key)
APSI_cor <- corFiml(APSI)
out_targetQ <- fa(APSI_cor,1,rotate="TargetQ",n.obs = 807,Target=Targ_key) #TargetT for orthogonal rotation
fa2latex(fa(APSI_cor,1,rotate="TargetQ",n.obs = 807,Target=Targ_key), heading="Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI_cor, 1, rotate = "TargetQ", n.obs = 807, Target = Targ_key) % Called in the psych package Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r }
## \multicolumn{ 4 }{l}{ Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI } \cr
## \hline Variable & MR1 & MR1.1 & MR1.2 & com \cr
## \hline
## 1 & \bf{0.83} & 0.69 & 0.31 & 1 \cr
## 2 & \bf{0.77} & 0.59 & 0.41 & 1 \cr
## 3 & \bf{0.82} & 0.67 & 0.33 & 1 \cr
## 4 & \bf{0.68} & 0.46 & 0.54 & 1 \cr
## 5 & \bf{0.77} & 0.60 & 0.40 & 1 \cr
## 6 & \bf{0.81} & 0.65 & 0.35 & 1 \cr
## \hline \cr SS loadings & 3.67 & \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}out_targetQ[c("loadings", "score.cor", "TLI", "RMSEA")]## $loadings
##
## Loadings:
## MR1
## 1 0.833
## 2 0.771
## 3 0.820
## 4 0.680
## 5 0.773
## 6 0.809
##
## MR1
## SS loadings 3.674
## Proportion Var 0.612
##
## $<NA>
## NULL
##
## $TLI
## [1] 0.9572134
##
## $RMSEA
## RMSEA lower upper confidence
## 0.09959865 0.08005932 0.11973932 0.10000000out_targetQ## Factor Analysis using method = minres
## Call: fa(r = APSI_cor, nfactors = 1, n.obs = 807, rotate = "TargetQ",
## Target = Targ_key)
## Standardized loadings (pattern matrix) based upon correlation matrix
## MR1 h2 u2 com
## 1 0.83 0.69 0.31 1
## 2 0.77 0.59 0.41 1
## 3 0.82 0.67 0.33 1
## 4 0.68 0.46 0.54 1
## 5 0.77 0.60 0.40 1
## 6 0.81 0.65 0.35 1
##
## MR1
## SS loadings 3.67
## Proportion Var 0.61
##
## Mean item complexity = 1
## Test of the hypothesis that 1 factor is sufficient.
##
## The degrees of freedom for the null model are 15 and the objective function was 3.49 with Chi Square of 2806.65
## The degrees of freedom for the model are 9 and the objective function was 0.1
##
## The root mean square of the residuals (RMSR) is 0.03
## The df corrected root mean square of the residuals is 0.04
##
## The harmonic number of observations is 807 with the empirical chi square 28.69 with prob < 0.00073
## The total number of observations was 807 with MLE Chi Square = 80.61 with prob < 1.2e-13
##
## Tucker Lewis Index of factoring reliability = 0.957
## RMSEA index = 0.1 and the 90 % confidence intervals are 0.08 0.12
## BIC = 20.37
## Fit based upon off diagonal values = 1
## Measures of factor score adequacy
## MR1
## Correlation of scores with factors 0.95
## Multiple R square of scores with factors 0.91
## Minimum correlation of possible factor scores 0.82#Good loadings and decent fit. RMSEA not that great CFI
1-((out_targetQ$STATISTIC - out_targetQ$dof)/(out_targetQ$null.chisq- out_targetQ$null.dof))## [1] 0.9743495``` #Create dataset for Target rotation with two factors of a six item scale. One focused on how one feels about life now (items 1,2 and 5) and the other about ones future (items 4, 7 and 8)
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_5, APSI_4, APSI_7, APSI_8)
APSI<- data.frame(apply(APSI,2, as.numeric))
colnames(APSI) <- c("1","2", "3", "4", "5", "6")
#Target rotation: choose "simple structure" a priori and can be applied to oblique and orthogonal rotation based on
Targ_key <- make.keys(6,list(f1=1:3, f2=4:6))
Targ_key <- scrub(Targ_key,isvalue=1) #fix the 0s, allow the NAs to be estimated
Targ_key <- list(Targ_key)
APSI_cor <- corFiml(APSI)
out_targetQ <- fa(APSI_cor,2,rotate="TargetQ",n.obs = 1288,Target=Targ_key) #TargetT for orthogonal rotation
fa2latex(fa(APSI_cor,1,rotate="TargetQ",n.obs = 1288,Target=Targ_key), heading="Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI")## % Called in the psych package fa2latex % Called in the psych package fa(APSI_cor, 1, rotate = "TargetQ", n.obs = 1288, Target = Targ_key) % Called in the psych package Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r }
## \multicolumn{ 4 }{l}{ Table 1. Factor Loadings for Confirmatory Factor Analysis with Target Rotation of APSI } \cr
## \hline Variable & MR1 & MR1.1 & MR1.2 & com \cr
## \hline
## 1 & \bf{0.83} & 0.69 & 0.31 & 1 \cr
## 2 & \bf{0.77} & 0.59 & 0.41 & 1 \cr
## 3 & \bf{0.68} & 0.46 & 0.54 & 1 \cr
## 4 & \bf{0.82} & 0.67 & 0.33 & 1 \cr
## 5 & \bf{0.77} & 0.60 & 0.40 & 1 \cr
## 6 & \bf{0.81} & 0.65 & 0.35 & 1 \cr
## \hline \cr SS loadings & 3.67 & \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}out_targetQ[c("loadings", "score.cor", "TLI", "RMSEA")]## $loadings
##
## Loadings:
## MR2 MR1
## 1 0.260 0.602
## 2 -0.151 0.976
## 3 0.640
## 4 0.706 0.139
## 5 0.936 -0.130
## 6 0.677 0.157
##
## MR2 MR1
## SS loadings 1.929 1.785
## Proportion Var 0.321 0.298
## Cumulative Var 0.321 0.619
##
## $score.cor
## [,1] [,2]
## [1,] 1.000000 0.763866
## [2,] 0.763866 1.000000
##
## $TLI
## [1] 0.9980341
##
## $RMSEA
## RMSEA lower upper confidence
## 0.02142399 NA 0.05101918 0.10000000out_targetQ## Factor Analysis using method = minres
## Call: fa(r = APSI_cor, nfactors = 2, n.obs = 1288, rotate = "TargetQ",
## Target = Targ_key)
## Standardized loadings (pattern matrix) based upon correlation matrix
## MR2 MR1 h2 u2 com
## 1 0.26 0.60 0.70 0.30 1.4
## 2 -0.15 0.98 0.72 0.28 1.0
## 3 0.07 0.64 0.49 0.51 1.0
## 4 0.71 0.14 0.69 0.31 1.1
## 5 0.94 -0.13 0.68 0.32 1.0
## 6 0.68 0.16 0.67 0.33 1.1
##
## MR2 MR1
## SS loadings 2.05 1.90
## Proportion Var 0.34 0.32
## Cumulative Var 0.34 0.66
## Proportion Explained 0.52 0.48
## Cumulative Proportion 0.52 1.00
##
## With factor correlations of
## MR2 MR1
## MR2 1.00 0.87
## MR1 0.87 1.00
##
## Mean item complexity = 1.1
## Test of the hypothesis that 2 factors are sufficient.
##
## The degrees of freedom for the null model are 15 and the objective function was 3.49 with Chi Square of 4487.5
## The degrees of freedom for the model are 4 and the objective function was 0
##
## The root mean square of the residuals (RMSR) is 0.01
## The df corrected root mean square of the residuals is 0.01
##
## The harmonic number of observations is 1288 with the empirical chi square 1.77 with prob < 0.78
## The total number of observations was 1288 with MLE Chi Square = 6.34 with prob < 0.18
##
## Tucker Lewis Index of factoring reliability = 0.998
## RMSEA index = 0.021 and the 90 % confidence intervals are NA 0.051
## BIC = -22.3
## Fit based upon off diagonal values = 1
## Measures of factor score adequacy
## MR2 MR1
## Correlation of scores with factors 0.94 0.94
## Multiple R square of scores with factors 0.89 0.88
## Minimum correlation of possible factor scores 0.78 0.77#This is a great fit to the data and the loadings are also good.CFI
1-((out_targetQ$STATISTIC - out_targetQ$dof)/(out_targetQ$null.chisq- out_targetQ$null.dof))## [1] 0.9994763Lavaan for one factor model
create the models
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_3, APSI_4, APSI_5, APSI_6, APSI_7, APSI_8)
APSIone.model= ' Factor1 =~ APSI_1 + APSI_2 + APSI_3 + APSI_4 + APSI_5 + APSI_6 + APSI_7 + APSI_8'
APSIone.fit=cfa(APSIone.model, data=APSI, missing = "fiml")## Warning in lav_data_full(data = data, group = group, group.label = group.label, : lavaan WARNING: some cases are empty and will be removed:
## 145 150 151 152 156 157 171 173 206 207 208 209 212 213 221 222 223 238 239 240 244 249 250 251 252 253 256 257 258 259 261 263 265 266 268 275 279 280 283 284 290 294 297 298 299 300 301 302 304 305 307 308 311 312 314 315 316 317 320 322 323 325 328 330 331 332 335 336 338 340 342 343 345 348 350 351 352 354 355 356 357 358 362 366 368 371 373 374 375 377 380 383 384 393 394 395 396 398 399 402 403 408 409 410 412 414 415 417 419 420 426 428 432 437 438 439 440 443 444 445 448 450 453 455 458 461 462 464 467 468 472 476 478 479 480 482 483 485 488 489 490 492 493 494 495 496 497 498 499 500 501 502 503 504 505 507 508 509 512 513 514 517 518 525 526 527 528 529 530 531 532 533 534 535 536 538 544 545 546 547 548 549 550 551 552 553 555 556 557 558 559 560 562 564 572 573 574 575 576 580 581 582 583 584 585 587 588 590 591 592 593 595 596 598 600 601 602 603 604 606 609 610 613 614 618 619 621 623 667 668 669 670 671 672 673 674 675 676 677 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 790 807 815 910 911 912 913 937 938 957 1031 1034 1035 1037 1038 1039 1237 1238 1239 1240 1241 1242 1244 1245 1248 1249 1250 1253 1254 1256 1257 1258 1259 1260 1262 1264 1265 1266 1267 1268 1271 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1285 1287 1288## Found more than one class "Model" in cache; using the first, from namespace 'lavaan'semPaths(APSIone.fit, whatLabels = "std", layout = "tree")
summary(APSIone.fit, standardized = TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 22 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 316.884
## Degrees of freedom 20
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## Factor1 =~
## APSI_1 1.000 0.999 0.831
## APSI_2 0.860 0.032 27.122 0.000 0.859 0.771
## APSI_3 0.293 0.034 8.733 0.000 0.293 0.294
## APSI_4 0.972 0.034 28.927 0.000 0.970 0.819
## APSI_5 0.722 0.031 23.001 0.000 0.721 0.687
## APSI_6 0.054 0.048 1.135 0.257 0.054 0.039
## APSI_7 0.878 0.033 26.533 0.000 0.877 0.774
## APSI_8 0.976 0.035 28.262 0.000 0.975 0.807
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_3 3.865 0.033 118.698 0.000 3.865 3.882
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_6 2.876 0.046 63.003 0.000 2.876 2.060
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## Factor1 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.447 0.027 16.564 0.000 0.447 0.309
## APSI_2 0.505 0.028 18.240 0.000 0.505 0.406
## APSI_3 0.906 0.042 21.409 0.000 0.906 0.914
## APSI_4 0.463 0.027 17.063 0.000 0.463 0.330
## APSI_5 0.581 0.030 19.577 0.000 0.581 0.528
## APSI_6 1.945 0.090 21.618 0.000 1.945 0.998
## APSI_7 0.515 0.028 18.192 0.000 0.515 0.401
## APSI_8 0.510 0.029 17.441 0.000 0.510 0.349
## Factor1 0.998 0.066 15.151 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.691
## APSI_2 0.594
## APSI_3 0.086
## APSI_4 0.670
## APSI_5 0.472
## APSI_6 0.002
## APSI_7 0.599
## APSI_8 0.651correl1 = residuals(APSIone.fit, type="cor")
correl1## $type
## [1] "cor.bollen"
##
## $cor
## APSI_1 APSI_2 APSI_3 APSI_4 APSI_5 APSI_6 APSI_7 APSI_8
## APSI_1 0.000
## APSI_2 0.046 0.000
## APSI_3 -0.035 0.002 0.000
## APSI_4 -0.007 -0.024 -0.026 0.000
## APSI_5 0.017 0.060 0.174 -0.034 0.000
## APSI_6 -0.005 -0.035 -0.266 -0.027 0.112 0.000
## APSI_7 -0.023 -0.059 0.027 0.040 -0.025 0.020 0.000
## APSI_8 -0.015 -0.011 -0.050 0.018 -0.038 0.020 0.042 0.000
##
## $mean
## APSI_1 APSI_2 APSI_3 APSI_4 APSI_5 APSI_6 APSI_7 APSI_8
## 0 0 0 0 0 0 0 0#View(correl1$cor)
modindices(APSIone.fit, sort. = TRUE, minimum.value = 3.84)## lhs op rhs mi epc sepc.lv sepc.all sepc.nox
## 42 APSI_3 ~~ APSI_6 73.159 -0.373 -0.373 -0.268 -0.268
## 41 APSI_3 ~~ APSI_5 65.019 0.202 0.202 0.193 0.193
## 38 APSI_2 ~~ APSI_7 30.717 -0.114 -0.114 -0.091 -0.091
## 27 APSI_1 ~~ APSI_2 27.892 0.110 0.110 0.082 0.082
## 49 APSI_5 ~~ APSI_6 24.328 0.180 0.180 0.123 0.123
## 36 APSI_2 ~~ APSI_5 21.447 0.096 0.096 0.082 0.082
## 54 APSI_7 ~~ APSI_8 20.114 0.097 0.097 0.071 0.071
## 47 APSI_4 ~~ APSI_7 19.760 0.093 0.093 0.070 0.070
## 51 APSI_5 ~~ APSI_8 10.473 -0.070 -0.070 -0.055 -0.055
## 45 APSI_4 ~~ APSI_5 9.355 -0.064 -0.064 -0.051 -0.051
## 44 APSI_3 ~~ APSI_8 9.002 -0.074 -0.074 -0.062 -0.062
## 32 APSI_1 ~~ APSI_7 7.444 -0.058 -0.058 -0.042 -0.042
## 35 APSI_2 ~~ APSI_4 6.969 -0.055 -0.055 -0.041 -0.041
## 28 APSI_1 ~~ APSI_3 5.194 -0.054 -0.054 -0.045 -0.045
## 48 APSI_4 ~~ APSI_8 4.865 0.048 0.048 0.034 0.034
## 33 APSI_1 ~~ APSI_8 3.896 -0.044 -0.044 -0.030 -0.030fitmeasures(APSIone.fit) ## npar fmin chisq
## 24.000 0.169 316.884
## df pvalue baseline.chisq
## 20.000 0.000 3568.378
## baseline.df baseline.pvalue cfi
## 28.000 0.000 0.916
## tli nnfi rfi
## 0.883 0.883 0.876
## nfi pnfi ifi
## 0.911 0.651 0.916
## rni logl unrestricted.logl
## 0.916 -10066.917 -9908.475
## aic bic ntotal
## 20181.834 20298.007 935.000
## bic2 rmsea rmsea.ci.lower
## 20221.785 0.126 0.114
## rmsea.ci.upper rmsea.pvalue rmr
## 0.138 0.000 0.074
## rmr_nomean srmr srmr_bentler
## 0.082 0.056 0.056
## srmr_bentler_nomean srmr_bollen srmr_bollen_nomean
## 0.062 0.056 0.062
## srmr_mplus srmr_mplus_nomean cn_05
## 0.056 0.062 93.680
## cn_01 gfi agfi
## 111.843 0.991 0.981
## pgfi mfi ecvi
## 0.451 0.853 NA#Models as a single purpose factor--terrible fitThree factors with 3 and 6 anmd seperate factors
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_3, APSI_4, APSI_5, APSI_6, APSI_7, APSI_8)
APSI3.model= 'Factor1 =~ APSI_1 + APSI_2 + APSI_4 + APSI_5 + APSI_7 + APSI_8
Factor 2 =~ APSI_3
Factor 3 =~ APSI_6'
APSI3.fit=cfa(APSI3.model, data=APSI, missing = "ML")## Warning in lav_data_full(data = data, group = group, group.label = group.label, : lavaan WARNING: some cases are empty and will be removed:
## 145 150 151 152 156 157 171 173 206 207 208 209 212 213 221 222 223 238 239 240 244 249 250 251 252 253 256 257 258 259 261 263 265 266 268 275 279 280 283 284 290 294 297 298 299 300 301 302 304 305 307 308 311 312 314 315 316 317 320 322 323 325 328 330 331 332 335 336 338 340 342 343 345 348 350 351 352 354 355 356 357 358 362 366 368 371 373 374 375 377 380 383 384 393 394 395 396 398 399 402 403 408 409 410 412 414 415 417 419 420 426 428 432 437 438 439 440 443 444 445 448 450 453 455 458 461 462 464 467 468 472 476 478 479 480 482 483 485 488 489 490 492 493 494 495 496 497 498 499 500 501 502 503 504 505 507 508 509 512 513 514 517 518 525 526 527 528 529 530 531 532 533 534 535 536 538 544 545 546 547 548 549 550 551 552 553 555 556 557 558 559 560 562 564 572 573 574 575 576 580 581 582 583 584 585 587 588 590 591 592 593 595 596 598 600 601 602 603 604 606 609 610 613 614 618 619 621 623 667 668 669 670 671 672 673 674 675 676 677 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 790 807 815 910 911 912 913 937 938 957 1031 1034 1035 1037 1038 1039 1237 1238 1239 1240 1241 1242 1244 1245 1248 1249 1250 1253 1254 1256 1257 1258 1259 1260 1262 1264 1265 1266 1267 1268 1271 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1285 1287 1288semPaths(APSI3.fit, whatLabels = "std", layout = "tree")
summary(APSI3.fit, standardized = TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 39 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 240.621
## Degrees of freedom 19
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## Factor1 =~
## APSI_1 1.000 0.998 0.831
## APSI_2 0.860 0.032 27.083 0.000 0.859 0.770
## APSI_4 0.971 0.034 28.883 0.000 0.969 0.818
## APSI_5 0.725 0.031 23.076 0.000 0.723 0.690
## APSI_7 0.879 0.033 26.536 0.000 0.877 0.774
## APSI_8 0.977 0.035 28.244 0.000 0.975 0.807
## Factor2 =~
## APSI_3 1.000 0.996 1.000
## Factor3 =~
## APSI_6 1.000 1.396 1.000
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## Factor1 ~~
## Factor2 0.294 0.036 8.166 0.000 0.295 0.295
## Factor3 0.066 0.048 1.388 0.165 0.048 0.048
## Factor2 ~~
## Factor3 -0.354 0.047 -7.540 0.000 -0.254 -0.254
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## APSI_3 3.865 0.033 118.698 0.000 3.865 3.882
## APSI_6 2.876 0.046 63.003 0.000 2.876 2.060
## Factor1 0.000 0.000 0.000
## Factor2 0.000 0.000 0.000
## Factor3 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.448 0.027 16.592 0.000 0.448 0.310
## APSI_2 0.506 0.028 18.258 0.000 0.506 0.407
## APSI_4 0.465 0.027 17.095 0.000 0.465 0.331
## APSI_5 0.577 0.030 19.537 0.000 0.577 0.524
## APSI_7 0.515 0.028 18.187 0.000 0.515 0.401
## APSI_8 0.510 0.029 17.451 0.000 0.510 0.349
## APSI_3 0.000 0.000 0.000
## APSI_6 0.000 0.000 0.000
## Factor1 0.997 0.066 15.139 0.000 1.000 1.000
## Factor2 0.991 0.046 21.622 0.000 1.000 1.000
## Factor3 1.948 0.090 21.622 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.690
## APSI_2 0.593
## APSI_4 0.669
## APSI_5 0.476
## APSI_7 0.599
## APSI_8 0.651
## APSI_3 1.000
## APSI_6 1.000correl1 = residuals(APSI3.fit, type="cor")
correl1## $type
## [1] "cor.bollen"
##
## $cor
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8 APSI_3 APSI_6
## APSI_1 0.000
## APSI_2 0.046 0.000
## APSI_4 -0.006 -0.023 0.000
## APSI_5 0.015 0.059 -0.035 0.000
## APSI_7 -0.023 -0.059 0.041 -0.027 0.000
## APSI_8 -0.014 -0.011 0.018 -0.039 0.042 0.000
## APSI_3 -0.036 0.001 -0.027 0.172 0.026 -0.051 0.000
## APSI_6 -0.012 -0.041 -0.034 0.106 0.013 0.013 0.000 0.000
##
## $mean
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8 APSI_3 APSI_6
## 0 0 0 0 0 0 0 0correl2 = residuals(APSI3.fit, type="standardized")
correl2$cov## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8 APSI_3 APSI_6
## APSI_1 NA
## APSI_2 4.285 NA
## APSI_4 -0.888 -2.953 0.000
## APSI_5 1.402 3.972 -3.735 0.000
## APSI_7 -3.285 -7.773 3.710 -2.305 NA
## APSI_8 -2.201 -1.199 2.064 -4.003 3.726 0.000
## APSI_3 -2.435 0.042 -1.714 7.314 1.422 -3.192 NA
## APSI_6 -0.745 -2.162 -2.025 4.604 0.692 0.741 0.000 0.000modindices(APSI3.fit, sort. = TRUE, minimum.value = 3.84)## lhs op rhs mi epc sepc.lv sepc.all sepc.nox
## 70 APSI_5 ~~ APSI_3 95.097 0.234 0.234 0.224 0.224
## 39 Factor2 =~ APSI_5 64.355 0.221 0.220 0.210 0.210
## 71 APSI_5 ~~ APSI_6 52.222 0.252 0.252 0.172 0.172
## 59 APSI_2 ~~ APSI_7 30.503 -0.114 -0.114 -0.090 -0.090
## 50 APSI_1 ~~ APSI_2 28.642 0.111 0.111 0.083 0.083
## 46 Factor3 =~ APSI_5 21.928 0.088 0.122 0.116 0.116
## 58 APSI_2 ~~ APSI_5 20.544 0.094 0.094 0.080 0.080
## 64 APSI_4 ~~ APSI_7 19.996 0.094 0.094 0.070 0.070
## 72 APSI_7 ~~ APSI_8 19.987 0.097 0.097 0.071 0.071
## 69 APSI_5 ~~ APSI_8 11.554 -0.073 -0.073 -0.058 -0.058
## 63 APSI_4 ~~ APSI_5 10.133 -0.066 -0.066 -0.053 -0.053
## 41 Factor2 =~ APSI_8 9.390 -0.084 -0.084 -0.069 -0.069
## 75 APSI_8 ~~ APSI_3 8.872 -0.071 -0.071 -0.059 -0.059
## 53 APSI_1 ~~ APSI_7 7.358 -0.057 -0.057 -0.042 -0.042
## 55 APSI_1 ~~ APSI_3 7.095 -0.061 -0.061 -0.051 -0.051
## 67 APSI_4 ~~ APSI_6 6.717 -0.087 -0.087 -0.052 -0.052
## 57 APSI_2 ~~ APSI_4 6.306 -0.052 -0.052 -0.039 -0.039
## 36 Factor2 =~ APSI_1 5.483 -0.062 -0.061 -0.051 -0.051
## 66 APSI_4 ~~ APSI_3 5.468 -0.054 -0.054 -0.046 -0.046
## 65 APSI_4 ~~ APSI_8 5.256 0.050 0.050 0.035 0.035
## 62 APSI_2 ~~ APSI_6 5.006 -0.075 -0.075 -0.048 -0.048
## 44 Factor3 =~ APSI_2 4.648 -0.039 -0.054 -0.049 -0.049
## 68 APSI_5 ~~ APSI_7 4.472 -0.044 -0.044 -0.037 -0.037
## 45 Factor3 =~ APSI_4 4.070 -0.036 -0.050 -0.043 -0.043summary(APSI3.fit)## lavaan (0.5-20) converged normally after 39 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 240.621
## Degrees of freedom 19
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|)
## Factor1 =~
## APSI_1 1.000
## APSI_2 0.860 0.032 27.083 0.000
## APSI_4 0.971 0.034 28.883 0.000
## APSI_5 0.725 0.031 23.076 0.000
## APSI_7 0.879 0.033 26.536 0.000
## APSI_8 0.977 0.035 28.244 0.000
## Factor2 =~
## APSI_3 1.000
## Factor3 =~
## APSI_6 1.000
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|)
## Factor1 ~~
## Factor2 0.294 0.036 8.166 0.000
## Factor3 0.066 0.048 1.388 0.165
## Factor2 ~~
## Factor3 -0.354 0.047 -7.540 0.000
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|)
## APSI_1 3.720 0.039 94.639 0.000
## APSI_2 3.889 0.036 106.645 0.000
## APSI_4 3.828 0.039 98.761 0.000
## APSI_5 4.135 0.034 120.517 0.000
## APSI_7 3.863 0.037 104.249 0.000
## APSI_8 3.811 0.040 96.421 0.000
## APSI_3 3.865 0.033 118.698 0.000
## APSI_6 2.876 0.046 63.003 0.000
## Factor1 0.000
## Factor2 0.000
## Factor3 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|)
## APSI_1 0.448 0.027 16.592 0.000
## APSI_2 0.506 0.028 18.258 0.000
## APSI_4 0.465 0.027 17.095 0.000
## APSI_5 0.577 0.030 19.537 0.000
## APSI_7 0.515 0.028 18.187 0.000
## APSI_8 0.510 0.029 17.451 0.000
## APSI_3 0.000
## APSI_6 0.000
## Factor1 0.997 0.066 15.139 0.000
## Factor2 0.991 0.046 21.622 0.000
## Factor3 1.948 0.090 21.622 0.000fitmeasures(APSI3.fit) ## npar fmin chisq
## 25.000 0.129 240.621
## df pvalue baseline.chisq
## 19.000 0.000 3568.378
## baseline.df baseline.pvalue cfi
## 28.000 0.000 0.937
## tli nnfi rfi
## 0.908 0.908 0.901
## nfi pnfi ifi
## 0.933 0.633 0.938
## rni logl unrestricted.logl
## 0.937 -10028.786 -9908.475
## aic bic ntotal
## 20107.571 20228.585 935.000
## bic2 rmsea rmsea.ci.lower
## 20149.187 0.112 0.099
## rmsea.ci.upper rmsea.pvalue rmr
## 0.125 0.000 0.048
## rmr_nomean srmr srmr_bentler
## 0.053 0.039 0.039
## srmr_bentler_nomean srmr_bollen srmr_bollen_nomean
## 0.043 0.039 0.043
## srmr_mplus srmr_mplus_nomean cn_05
## 0.039 0.043 118.131
## cn_01 gfi agfi
## 141.630 0.993 0.985
## pgfi mfi ecvi
## 0.429 0.888 NA#Models as three factors also a poor fit
inspect(APSI3.fit,what="std")## $lambda
## Factr1 Factr2 Factr3
## APSI_1 0.831 0 0
## APSI_2 0.770 0 0
## APSI_4 0.818 0 0
## APSI_5 0.690 0 0
## APSI_7 0.774 0 0
## APSI_8 0.807 0 0
## APSI_3 0.000 1 0
## APSI_6 0.000 0 1
##
## $theta
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8 APSI_3 APSI_6
## APSI_1 0.310
## APSI_2 0.000 0.407
## APSI_4 0.000 0.000 0.331
## APSI_5 0.000 0.000 0.000 0.524
## APSI_7 0.000 0.000 0.000 0.000 0.401
## APSI_8 0.000 0.000 0.000 0.000 0.000 0.349
## APSI_3 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## APSI_6 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
##
## $psi
## Factr1 Factr2 Factr3
## Factor1 1.000
## Factor2 0.295 1.000
## Factor3 0.048 -0.254 1.000
##
## $nu
## intrcp
## APSI_1 3.095
## APSI_2 3.488
## APSI_4 3.230
## APSI_5 3.941
## APSI_7 3.409
## APSI_8 3.153
## APSI_3 3.882
## APSI_6 2.060
##
## $alpha
## intrcp
## Factor1 0
## Factor2 0
## Factor3 0fitted(APSI3.fit)## $cov
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8 APSI_3 APSI_6
## APSI_1 1.444
## APSI_2 0.857 1.243
## APSI_4 0.968 0.833 1.405
## APSI_5 0.722 0.621 0.701 1.101
## APSI_7 0.876 0.753 0.850 0.635 1.284
## APSI_8 0.973 0.837 0.945 0.705 0.855 1.460
## APSI_3 0.294 0.253 0.285 0.213 0.258 0.287 0.991
## APSI_6 0.066 0.057 0.065 0.048 0.058 0.065 -0.354 1.948
##
## $mean
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8 APSI_3 APSI_6
## 3.720 3.889 3.828 4.135 3.863 3.811 3.865 2.876cov2cor(inspect(APSI3.fit, "coefficients")$psi) ## Factr1 Factr2 Factr3
## Factor1 1.000
## Factor2 0.295 1.000
## Factor3 0.048 -0.254 1.000Models one factor minus 3 and 6
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_3, APSI_4, APSI_5, APSI_6, APSI_7, APSI_8)
APSIMinus36.model= 'Factor1 =~ APSI_1 + APSI_2 + APSI_4 + APSI_5 + APSI_7 + APSI_8'
APSIMinus36.fit=cfa(APSIMinus36.model, data=APSI, missing = "ML")## Warning in lav_data_full(data = data, group = group, group.label = group.label, : lavaan WARNING: some cases are empty and will be removed:
## 145 150 151 152 156 157 171 173 206 207 208 209 212 213 221 222 223 238 239 240 244 249 250 251 252 253 256 257 258 259 261 263 265 266 268 275 279 280 283 284 290 294 297 298 299 300 301 302 304 305 307 308 311 312 314 315 316 317 320 322 323 325 328 330 331 332 335 336 338 340 342 343 345 348 350 351 352 354 355 356 357 358 362 366 368 371 373 374 375 377 380 383 384 393 394 395 396 398 399 402 403 408 409 410 412 414 415 417 419 420 426 428 432 437 438 439 440 443 444 445 448 450 453 455 458 461 462 464 467 468 472 476 478 479 480 482 483 485 488 489 490 492 493 494 495 496 497 498 499 500 501 502 503 504 505 507 508 509 512 513 514 517 518 525 526 527 528 529 530 531 532 533 534 535 536 538 544 545 546 547 548 549 550 551 552 553 555 556 557 558 559 560 562 564 572 573 574 575 576 580 581 582 583 584 585 587 588 590 591 592 593 595 596 598 600 601 602 603 604 606 609 610 613 614 618 619 621 623 667 668 669 670 671 672 673 674 675 676 677 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 790 807 815 910 911 912 913 937 938 957 1031 1034 1035 1037 1038 1039 1237 1238 1239 1240 1241 1242 1244 1245 1248 1249 1250 1253 1254 1256 1257 1258 1259 1260 1262 1264 1265 1266 1267 1268 1271 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1285 1287 1288semPaths(APSIMinus36.fit, whatLabels = "std", layout = "tree")
summary(APSIMinus36.fit, standardized = TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 17 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 93.916
## Degrees of freedom 9
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## Factor1 =~
## APSI_1 1.000 1.001 0.833
## APSI_2 0.858 0.032 27.154 0.000 0.859 0.771
## APSI_4 0.972 0.033 29.012 0.000 0.972 0.820
## APSI_5 0.712 0.031 22.739 0.000 0.713 0.680
## APSI_7 0.875 0.033 26.504 0.000 0.875 0.773
## APSI_8 0.977 0.034 28.376 0.000 0.978 0.809
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## Factor1 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.443 0.027 16.433 0.000 0.443 0.307
## APSI_2 0.505 0.028 18.215 0.000 0.505 0.406
## APSI_4 0.459 0.027 16.970 0.000 0.459 0.327
## APSI_5 0.592 0.030 19.680 0.000 0.592 0.538
## APSI_7 0.517 0.028 18.198 0.000 0.517 0.403
## APSI_8 0.504 0.029 17.330 0.000 0.504 0.345
## Factor1 1.002 0.066 15.186 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.693
## APSI_2 0.594
## APSI_4 0.673
## APSI_5 0.462
## APSI_7 0.597
## APSI_8 0.655correl1 = residuals(APSIMinus36.fit, type="cor")
correl1## $type
## [1] "cor.bollen"
##
## $cor
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8
## APSI_1 0.000
## APSI_2 0.045 0.000
## APSI_4 -0.010 -0.025 0.000
## APSI_5 0.022 0.066 -0.029 0.000
## APSI_7 -0.024 -0.058 0.040 -0.018 0.000
## APSI_8 -0.018 -0.013 0.014 -0.033 0.042 0.000
##
## $mean
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8
## 0 0 0 0 0 0correl2 = residuals(APSIMinus36.fit, type="standardized")
correl2$cov## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8
## APSI_1 NA
## APSI_2 4.221 0.000
## APSI_4 -1.544 -3.340 NA
## APSI_5 1.957 4.347 -2.911 0.000
## APSI_7 -3.394 -7.571 3.694 -1.483 0.000
## APSI_8 -3.037 -1.490 1.706 -3.225 3.699 0.000modindices(APSIMinus36.fit, sort. = TRUE, minimum.value = 3.84)## lhs op rhs mi epc sepc.lv sepc.all sepc.nox
## 28 APSI_2 ~~ APSI_7 29.514 -0.113 -0.113 -0.089 -0.089
## 21 APSI_1 ~~ APSI_2 27.221 0.109 0.109 0.081 0.081
## 27 APSI_2 ~~ APSI_5 25.326 0.105 0.105 0.090 0.090
## 31 APSI_4 ~~ APSI_7 19.733 0.094 0.094 0.070 0.070
## 35 APSI_7 ~~ APSI_8 19.580 0.096 0.096 0.070 0.070
## 34 APSI_5 ~~ APSI_8 8.065 -0.061 -0.061 -0.048 -0.048
## 24 APSI_1 ~~ APSI_7 7.748 -0.059 -0.059 -0.043 -0.043
## 26 APSI_2 ~~ APSI_4 7.701 -0.058 -0.058 -0.044 -0.044
## 30 APSI_4 ~~ APSI_5 6.666 -0.054 -0.054 -0.043 -0.043
## 25 APSI_1 ~~ APSI_8 6.057 -0.055 -0.055 -0.038 -0.038
## 23 APSI_1 ~~ APSI_5 4.327 0.044 0.044 0.035 0.035summary(APSIMinus36.fit)## lavaan (0.5-20) converged normally after 17 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 93.916
## Degrees of freedom 9
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|)
## Factor1 =~
## APSI_1 1.000
## APSI_2 0.858 0.032 27.154 0.000
## APSI_4 0.972 0.033 29.012 0.000
## APSI_5 0.712 0.031 22.739 0.000
## APSI_7 0.875 0.033 26.504 0.000
## APSI_8 0.977 0.034 28.376 0.000
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|)
## APSI_1 3.720 0.039 94.639 0.000
## APSI_2 3.889 0.036 106.645 0.000
## APSI_4 3.828 0.039 98.761 0.000
## APSI_5 4.135 0.034 120.517 0.000
## APSI_7 3.863 0.037 104.249 0.000
## APSI_8 3.811 0.040 96.421 0.000
## Factor1 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|)
## APSI_1 0.443 0.027 16.433 0.000
## APSI_2 0.505 0.028 18.215 0.000
## APSI_4 0.459 0.027 16.970 0.000
## APSI_5 0.592 0.030 19.680 0.000
## APSI_7 0.517 0.028 18.198 0.000
## APSI_8 0.504 0.029 17.330 0.000
## Factor1 1.002 0.066 15.186 0.000fitmeasures(APSIMinus36.fit, c("chisq", "df", "pvalue", "cfi", "tli", "rmsea", "rmsea.ci.lower", "rmsea.ci.upper", "srmr")) #Models as a single purpose factor## chisq df pvalue cfi tli
## 93.916 9.000 0.000 0.974 0.956
## rmsea rmsea.ci.lower rmsea.ci.upper srmr
## 0.100 0.083 0.119 0.026inspect(APSIMinus36.fit,what="std")## $lambda
## Factr1
## APSI_1 0.833
## APSI_2 0.771
## APSI_4 0.820
## APSI_5 0.680
## APSI_7 0.773
## APSI_8 0.809
##
## $theta
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8
## APSI_1 0.307
## APSI_2 0.000 0.406
## APSI_4 0.000 0.000 0.327
## APSI_5 0.000 0.000 0.000 0.538
## APSI_7 0.000 0.000 0.000 0.000 0.403
## APSI_8 0.000 0.000 0.000 0.000 0.000 0.345
##
## $psi
## Factr1
## Factor1 1
##
## $nu
## intrcp
## APSI_1 3.095
## APSI_2 3.488
## APSI_4 3.230
## APSI_5 3.941
## APSI_7 3.409
## APSI_8 3.153
##
## $alpha
## intrcp
## Factor1 0fitted(APSIMinus36.fit)## $cov
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8
## APSI_1 1.444
## APSI_2 0.860 1.243
## APSI_4 0.973 0.835 1.405
## APSI_5 0.714 0.613 0.693 1.101
## APSI_7 0.876 0.752 0.851 0.624 1.284
## APSI_8 0.979 0.840 0.951 0.697 0.856 1.460
##
## $mean
## APSI_1 APSI_2 APSI_4 APSI_5 APSI_7 APSI_8
## 3.720 3.889 3.828 4.135 3.863 3.811cov2cor(inspect(APSIMinus36.fit, "coefficients")$psi) ## Factr1
## Factor1 1#Good fit and loadings but RMSEA not greatTwo factors of the 6 item scale
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_3, APSI_4, APSI_5, APSI_6, APSI_7, APSI_8)
twofactorAPSIMinus36.model = 'Feeling Now =~ APSI_1 + APSI_2 + APSI_5
Future goals =~ APSI_4 + APSI_7 + APSI_8'
twofactorAPSIMinus36.fit=cfa(twofactorAPSIMinus36.model, data=APSI, missing = "ML")## Warning in lav_data_full(data = data, group = group, group.label = group.label, : lavaan WARNING: some cases are empty and will be removed:
## 145 150 151 152 156 157 171 173 206 207 208 209 212 213 221 222 223 238 239 240 244 249 250 251 252 253 256 257 258 259 261 263 265 266 268 275 279 280 283 284 290 294 297 298 299 300 301 302 304 305 307 308 311 312 314 315 316 317 320 322 323 325 328 330 331 332 335 336 338 340 342 343 345 348 350 351 352 354 355 356 357 358 362 366 368 371 373 374 375 377 380 383 384 393 394 395 396 398 399 402 403 408 409 410 412 414 415 417 419 420 426 428 432 437 438 439 440 443 444 445 448 450 453 455 458 461 462 464 467 468 472 476 478 479 480 482 483 485 488 489 490 492 493 494 495 496 497 498 499 500 501 502 503 504 505 507 508 509 512 513 514 517 518 525 526 527 528 529 530 531 532 533 534 535 536 538 544 545 546 547 548 549 550 551 552 553 555 556 557 558 559 560 562 564 572 573 574 575 576 580 581 582 583 584 585 587 588 590 591 592 593 595 596 598 600 601 602 603 604 606 609 610 613 614 618 619 621 623 667 668 669 670 671 672 673 674 675 676 677 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 790 807 815 910 911 912 913 937 938 957 1031 1034 1035 1037 1038 1039 1237 1238 1239 1240 1241 1242 1244 1245 1248 1249 1250 1253 1254 1256 1257 1258 1259 1260 1262 1264 1265 1266 1267 1268 1271 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1285 1287 1288semPaths(twofactorAPSIMinus36.fit, whatLabels = "std", layout = "tree")
summary(twofactorAPSIMinus36.fit, standardized = TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 24 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 22.038
## Degrees of freedom 8
## P-value (Chi-square) 0.005
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow =~
## APSI_1 1.000 1.035 0.862
## APSI_2 0.861 0.031 28.164 0.000 0.892 0.800
## APSI_5 0.709 0.030 23.351 0.000 0.734 0.700
## Futuregoals =~
## APSI_4 1.000 0.993 0.838
## APSI_7 0.907 0.033 27.687 0.000 0.901 0.795
## APSI_8 1.005 0.035 28.739 0.000 0.998 0.826
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow ~~
## Futuregoals 0.935 0.055 17.011 0.000 0.909 0.909
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## FeelingNow 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.372 0.028 13.473 0.000 0.372 0.258
## APSI_2 0.448 0.027 16.477 0.000 0.448 0.360
## APSI_5 0.561 0.030 18.909 0.000 0.561 0.510
## APSI_4 0.418 0.027 15.333 0.000 0.418 0.298
## APSI_7 0.472 0.028 17.073 0.000 0.472 0.368
## APSI_8 0.464 0.029 15.884 0.000 0.464 0.318
## FeelingNow 1.072 0.068 15.751 0.000 1.000 1.000
## Futuregoals 0.987 0.065 15.195 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.742
## APSI_2 0.640
## APSI_5 0.490
## APSI_4 0.702
## APSI_7 0.632
## APSI_8 0.682correl1 = residuals(twofactorAPSIMinus36.fit, type="cor")
correl1## $type
## [1] "cor.bollen"
##
## $cor
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 0.000
## APSI_2 -0.003 0.000
## APSI_5 -0.015 0.030 0.000
## APSI_4 0.017 -0.003 -0.005 0.000
## APSI_7 -0.003 -0.041 0.000 0.007 0.000
## APSI_8 0.008 0.010 -0.009 -0.014 0.010 0.000
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## 0 0 0 0 0 0correl2 = residuals(twofactorAPSIMinus36.fit, type="standardized")
correl2$cov## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 NA
## APSI_2 -0.670 0.000
## APSI_5 -2.237 2.591 0.000
## APSI_4 2.089 -0.277 -0.398 NA
## APSI_7 -0.372 -4.307 0.035 1.063 NA
## APSI_8 1.055 0.919 -0.715 -3.133 1.328 NAmodindices(twofactorAPSIMinus36.fit, sort. = TRUE, minimum.value = 3.84)## lhs op rhs mi epc sepc.lv sepc.all sepc.nox
## 37 APSI_2 ~~ APSI_7 10.307 -0.063 -0.063 -0.050 -0.050
## 27 Futuregoals =~ APSI_1 7.895 0.511 0.507 0.422 0.422
## 35 APSI_2 ~~ APSI_5 7.895 0.061 0.061 0.052 0.052
## 43 APSI_4 ~~ APSI_8 6.411 -0.067 -0.067 -0.047 -0.047
## 25 FeelingNow =~ APSI_7 6.411 -0.310 -0.321 -0.283 -0.283
## 28 Futuregoals =~ APSI_2 4.116 -0.301 -0.299 -0.268 -0.268
## 31 APSI_1 ~~ APSI_5 4.116 -0.048 -0.048 -0.038 -0.038summary(twofactorAPSIMinus36.fit, standardized=TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 24 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 22.038
## Degrees of freedom 8
## P-value (Chi-square) 0.005
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow =~
## APSI_1 1.000 1.035 0.862
## APSI_2 0.861 0.031 28.164 0.000 0.892 0.800
## APSI_5 0.709 0.030 23.351 0.000 0.734 0.700
## Futuregoals =~
## APSI_4 1.000 0.993 0.838
## APSI_7 0.907 0.033 27.687 0.000 0.901 0.795
## APSI_8 1.005 0.035 28.739 0.000 0.998 0.826
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow ~~
## Futuregoals 0.935 0.055 17.011 0.000 0.909 0.909
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## FeelingNow 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.372 0.028 13.473 0.000 0.372 0.258
## APSI_2 0.448 0.027 16.477 0.000 0.448 0.360
## APSI_5 0.561 0.030 18.909 0.000 0.561 0.510
## APSI_4 0.418 0.027 15.333 0.000 0.418 0.298
## APSI_7 0.472 0.028 17.073 0.000 0.472 0.368
## APSI_8 0.464 0.029 15.884 0.000 0.464 0.318
## FeelingNow 1.072 0.068 15.751 0.000 1.000 1.000
## Futuregoals 0.987 0.065 15.195 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.742
## APSI_2 0.640
## APSI_5 0.490
## APSI_4 0.702
## APSI_7 0.632
## APSI_8 0.682fitmeasures(twofactorAPSIMinus36.fit, c("chisq", "df", "pvalue", "cfi", "tli", "rmsea", "rmsea.ci.lower", "rmsea.ci.upper", "srmr")) #Models as a single purpose factor## chisq df pvalue cfi tli
## 22.038 8.000 0.005 0.996 0.992
## rmsea rmsea.ci.lower rmsea.ci.upper srmr
## 0.043 0.022 0.065 0.012inspect(twofactorAPSIMinus36.fit,what="std")## $lambda
## FlngNw Ftrgls
## APSI_1 0.862 0.000
## APSI_2 0.800 0.000
## APSI_5 0.700 0.000
## APSI_4 0.000 0.838
## APSI_7 0.000 0.795
## APSI_8 0.000 0.826
##
## $theta
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 0.258
## APSI_2 0.000 0.360
## APSI_5 0.000 0.000 0.510
## APSI_4 0.000 0.000 0.000 0.298
## APSI_7 0.000 0.000 0.000 0.000 0.368
## APSI_8 0.000 0.000 0.000 0.000 0.000 0.318
##
## $psi
## FlngNw Ftrgls
## FeelingNow 1.000
## Futuregoals 0.909 1.000
##
## $nu
## intrcp
## APSI_1 3.095
## APSI_2 3.488
## APSI_5 3.941
## APSI_4 3.230
## APSI_7 3.409
## APSI_8 3.153
##
## $alpha
## intrcp
## FeelingNow 0
## Futuregoals 0fitted(twofactorAPSIMinus36.fit)## $cov
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 1.444
## APSI_2 0.924 1.243
## APSI_5 0.760 0.655 1.101
## APSI_4 0.935 0.806 0.663 1.405
## APSI_7 0.848 0.731 0.602 0.895 1.284
## APSI_8 0.940 0.810 0.667 0.992 0.899 1.460
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## 3.720 3.889 4.135 3.828 3.863 3.811cov2cor(inspect(twofactorAPSIMinus36.fit, "coefficients")$psi) ## FlngNw Ftrgls
## FeelingNow 1.000
## Futuregoals 0.909 1.000#Great fit of the data and highly corrolated with each other
#Misc code for exportign tabel#fa.results(out_targetQ)
#xtable(out_targetQ)
#source("http://bioconductor.org/biocLite.R")
#biocLite(c("graph", "RBGL", "Rgraphviz"))
library(Rgraphviz)## Loading required package: graph##
## Attaching package: 'graph'## The following object is masked from 'package:plyr':
##
## join## Loading required package: gridlibrary(schoRsch)##
## Attaching package: 'schoRsch'## The following object is masked from 'package:psych':
##
## outlierlibrary(xtable)
library(knitr)## Warning: package 'knitr' was built under R version 3.2.3library(xtable)
library(devtools)## Warning: package 'devtools' was built under R version 3.2.3fa2latex(fa(APSI,1,rotate="oblimin", fm="ml"),heading="Table 1. Factor analysis OF APSI as One Factor")## % Called in the psych package fa2latex % Called in the psych package fa(APSI, 1, rotate = "oblimin", fm = "ml") % Called in the psych package Table 1. Factor analysis OF APSI as One Factor
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r }
## \multicolumn{ 4 }{l}{ Table 1. Factor analysis OF APSI as One Factor } \cr
## \hline Variable & ML1 & ML1.1 & ML1.2 & com \cr
## \hline
## APSI\_1 & \bf{0.83} & 0.69 & 0.31 & 1 \cr
## APSI\_2 & \bf{0.77} & 0.59 & 0.41 & 1 \cr
## APSI\_3 & 0.29 & 0.09 & 0.91 & 1 \cr
## APSI\_4 & \bf{0.82} & 0.67 & 0.33 & 1 \cr
## APSI\_5 & \bf{0.69} & 0.47 & 0.53 & 1 \cr
## APSI\_6 & 0.04 & 0.00 & 1.00 & 1 \cr
## APSI\_7 & \bf{0.77} & 0.60 & 0.40 & 1 \cr
## APSI\_8 & \bf{0.81} & 0.65 & 0.35 & 1 \cr
## \hline \cr SS loadings & 3.77 & \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}Higher order
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_3, APSI_4, APSI_5, APSI_6, APSI_7, APSI_8)
higherAPSIMinus36.model = 'Feeling Now =~ APSI_1 + APSI_2 + APSI_5
Future goals =~ APSI_4 + APSI_7 + APSI_8
Purpose =~ NA*Feeling Now + Future goals
Purpose ~~ 1*Purpose
'
higherAPSIMinus36.fit=cfa(higherAPSIMinus36.model, data=APSI, missing = "ML")## Warning in lav_data_full(data = data, group = group, group.label = group.label, : lavaan WARNING: some cases are empty and will be removed:
## 145 150 151 152 156 157 171 173 206 207 208 209 212 213 221 222 223 238 239 240 244 249 250 251 252 253 256 257 258 259 261 263 265 266 268 275 279 280 283 284 290 294 297 298 299 300 301 302 304 305 307 308 311 312 314 315 316 317 320 322 323 325 328 330 331 332 335 336 338 340 342 343 345 348 350 351 352 354 355 356 357 358 362 366 368 371 373 374 375 377 380 383 384 393 394 395 396 398 399 402 403 408 409 410 412 414 415 417 419 420 426 428 432 437 438 439 440 443 444 445 448 450 453 455 458 461 462 464 467 468 472 476 478 479 480 482 483 485 488 489 490 492 493 494 495 496 497 498 499 500 501 502 503 504 505 507 508 509 512 513 514 517 518 525 526 527 528 529 530 531 532 533 534 535 536 538 544 545 546 547 548 549 550 551 552 553 555 556 557 558 559 560 562 564 572 573 574 575 576 580 581 582 583 584 585 587 588 590 591 592 593 595 596 598 600 601 602 603 604 606 609 610 613 614 618 619 621 623 667 668 669 670 671 672 673 674 675 676 677 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 790 807 815 910 911 912 913 937 938 957 1031 1034 1035 1037 1038 1039 1237 1238 1239 1240 1241 1242 1244 1245 1248 1249 1250 1253 1254 1256 1257 1258 1259 1260 1262 1264 1265 1266 1267 1268 1271 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1285 1287 1288## Found more than one class "Model" in cache; using the first, from namespace 'lavaan'semPaths(higherAPSIMinus36.fit, whatLabels = "std", layout = "tree")
summary(higherAPSIMinus36.fit, standardized = TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 16 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 22.038
## Degrees of freedom 7
## P-value (Chi-square) 0.003
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow =~
## APSI_1 1.000 1.035 0.862
## APSI_2 0.861 0.031 28.164 0.000 0.892 0.800
## APSI_5 0.709 0.030 23.351 0.000 0.734 0.700
## Futuregoals =~
## APSI_4 1.000 0.993 0.838
## APSI_7 0.907 0.033 27.687 0.000 0.901 0.795
## APSI_8 1.005 0.035 28.739 0.000 0.998 0.826
## Purpose =~
## FeelingNow 0.983 238.312 0.004 0.997 0.950 0.950
## Futuregoals 0.951 230.574 0.004 0.997 0.958 0.958
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## FeelingNow 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
## Purpose 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## Purpose 1.000 1.000 1.000
## APSI_1 0.372 0.028 13.473 0.000 0.372 0.258
## APSI_2 0.448 0.027 16.477 0.000 0.448 0.360
## APSI_5 0.561 0.030 18.909 0.000 0.561 0.510
## APSI_4 0.418 0.027 15.333 0.000 0.418 0.298
## APSI_7 0.472 0.028 17.073 0.000 0.472 0.368
## APSI_8 0.464 0.029 15.884 0.000 0.464 0.318
## FeelingNow 0.105 468.641 0.000 1.000 0.098 0.098
## Futuregoals 0.082 438.701 0.000 1.000 0.083 0.083
##
## R-Square:
## Estimate
## APSI_1 0.742
## APSI_2 0.640
## APSI_5 0.490
## APSI_4 0.702
## APSI_7 0.632
## APSI_8 0.682
## FeelingNow 0.902
## Futuregoals 0.917correl1 = residuals(higherAPSIMinus36.fit, type="cor")
correl1## $type
## [1] "cor.bollen"
##
## $cor
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 0.000
## APSI_2 -0.003 0.000
## APSI_5 -0.015 0.030 0.000
## APSI_4 0.017 -0.003 -0.005 0.000
## APSI_7 -0.003 -0.041 0.000 0.007 0.000
## APSI_8 0.008 0.010 -0.009 -0.014 0.010 0.000
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## 0 0 0 0 0 0correl2 = residuals(higherAPSIMinus36.fit, type="standardized")
correl2$cov## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 NA
## APSI_2 -0.670 0.000
## APSI_5 -2.237 2.591 0.000
## APSI_4 2.089 -0.277 -0.398 0.000
## APSI_7 -0.372 -4.307 0.035 1.063 NA
## APSI_8 1.055 0.919 -0.715 -3.133 1.328 NA#modindices(higherAPSIMinus36.fit, sort. = TRUE, minimum.value = 3.84)
summary(higherAPSIMinus36.fit, standardized=TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 16 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 22.038
## Degrees of freedom 7
## P-value (Chi-square) 0.003
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow =~
## APSI_1 1.000 1.035 0.862
## APSI_2 0.861 0.031 28.164 0.000 0.892 0.800
## APSI_5 0.709 0.030 23.351 0.000 0.734 0.700
## Futuregoals =~
## APSI_4 1.000 0.993 0.838
## APSI_7 0.907 0.033 27.687 0.000 0.901 0.795
## APSI_8 1.005 0.035 28.739 0.000 0.998 0.826
## Purpose =~
## FeelingNow 0.983 238.312 0.004 0.997 0.950 0.950
## Futuregoals 0.951 230.574 0.004 0.997 0.958 0.958
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## FeelingNow 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
## Purpose 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## Purpose 1.000 1.000 1.000
## APSI_1 0.372 0.028 13.473 0.000 0.372 0.258
## APSI_2 0.448 0.027 16.477 0.000 0.448 0.360
## APSI_5 0.561 0.030 18.909 0.000 0.561 0.510
## APSI_4 0.418 0.027 15.333 0.000 0.418 0.298
## APSI_7 0.472 0.028 17.073 0.000 0.472 0.368
## APSI_8 0.464 0.029 15.884 0.000 0.464 0.318
## FeelingNow 0.105 468.641 0.000 1.000 0.098 0.098
## Futuregoals 0.082 438.701 0.000 1.000 0.083 0.083
##
## R-Square:
## Estimate
## APSI_1 0.742
## APSI_2 0.640
## APSI_5 0.490
## APSI_4 0.702
## APSI_7 0.632
## APSI_8 0.682
## FeelingNow 0.902
## Futuregoals 0.917fitmeasures(higherAPSIMinus36.fit, c("chisq", "df", "pvalue", "cfi", "tli", "rmsea", "rmsea.ci.lower", "rmsea.ci.upper", "srmr")) #Models as a single purpose factor## chisq df pvalue cfi tli
## 22.038 7.000 0.003 0.995 0.990
## rmsea rmsea.ci.lower rmsea.ci.upper srmr
## 0.048 0.026 0.071 0.012inspect(higherAPSIMinus36.fit,what="std")## $lambda
## FlngNw Ftrgls Purpos
## APSI_1 0.862 0.000 0
## APSI_2 0.800 0.000 0
## APSI_5 0.700 0.000 0
## APSI_4 0.000 0.838 0
## APSI_7 0.000 0.795 0
## APSI_8 0.000 0.826 0
##
## $theta
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 0.258
## APSI_2 0.000 0.360
## APSI_5 0.000 0.000 0.510
## APSI_4 0.000 0.000 0.000 0.298
## APSI_7 0.000 0.000 0.000 0.000 0.368
## APSI_8 0.000 0.000 0.000 0.000 0.000 0.318
##
## $psi
## FlngNw Ftrgls Purpos
## FeelingNow 0.098
## Futuregoals 0.000 0.083
## Purpose 0.000 0.000 1.000
##
## $beta
## FlngNw Ftrgls Purpos
## FeelingNow 0 0 0.950
## Futuregoals 0 0 0.958
## Purpose 0 0 0.000
##
## $nu
## intrcp
## APSI_1 3.095
## APSI_2 3.488
## APSI_5 3.941
## APSI_4 3.230
## APSI_7 3.409
## APSI_8 3.153
##
## $alpha
## intrcp
## FeelingNow 0
## Futuregoals 0
## Purpose 0fitted(higherAPSIMinus36.fit)## $cov
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 1.444
## APSI_2 0.924 1.243
## APSI_5 0.760 0.655 1.101
## APSI_4 0.935 0.806 0.663 1.405
## APSI_7 0.848 0.731 0.602 0.895 1.284
## APSI_8 0.940 0.810 0.667 0.992 0.899 1.460
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## 3.720 3.889 4.135 3.828 3.863 3.811cov2cor(inspect(higherAPSIMinus36.fit, "coefficients")$psi) ## FlngNw Ftrgls Purpos
## FeelingNow 1
## Futuregoals 0 1
## Purpose 0 0 1#Great fit of the data and highly corrolated with each other
#Misc code for exportign tabel#fa.results(out_targetQ)
#xtable(out_targetQ)
#source("http://bioconductor.org/biocLite.R")
#biocLite(c("graph", "RBGL", "Rgraphviz"))
library(Rgraphviz)
library(schoRsch)
library(xtable)
library(knitr)
library(xtable)
library(devtools)
fa2latex(fa(APSI,1,rotate="oblimin", fm="ml"),heading="Table 1. Factor analysis OF APSI as One Factor")## % Called in the psych package fa2latex % Called in the psych package fa(APSI, 1, rotate = "oblimin", fm = "ml") % Called in the psych package Table 1. Factor analysis OF APSI as One Factor
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r }
## \multicolumn{ 4 }{l}{ Table 1. Factor analysis OF APSI as One Factor } \cr
## \hline Variable & ML1 & ML1.1 & ML1.2 & com \cr
## \hline
## APSI\_1 & \bf{0.83} & 0.69 & 0.31 & 1 \cr
## APSI\_2 & \bf{0.77} & 0.59 & 0.41 & 1 \cr
## APSI\_3 & 0.29 & 0.09 & 0.91 & 1 \cr
## APSI\_4 & \bf{0.82} & 0.67 & 0.33 & 1 \cr
## APSI\_5 & \bf{0.69} & 0.47 & 0.53 & 1 \cr
## APSI\_6 & 0.04 & 0.00 & 1.00 & 1 \cr
## APSI\_7 & \bf{0.77} & 0.60 & 0.40 & 1 \cr
## APSI\_8 & \bf{0.81} & 0.65 & 0.35 & 1 \cr
## \hline \cr SS loadings & 3.77 & \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}Bi-factor order
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
APSI<-select(data, APSI_1, APSI_2, APSI_3, APSI_4, APSI_5, APSI_6, APSI_7, APSI_8)
bifactorAPSIMinus36.model = 'Feeling Now =~ APSI_1 + APSI_2 + APSI_5
Future goals =~ APSI_4 + APSI_7 + APSI_8
Purpose =~ APSI_1 + APSI_2 + APSI_5 + APSI_4 + APSI_7 + APSI_8
'
bifactorAPSIMinus36.fit=cfa(bifactorAPSIMinus36.model, data=APSI, missing = "ML", orthogonal = TRUE)## Warning in lav_data_full(data = data, group = group, group.label = group.label, : lavaan WARNING: some cases are empty and will be removed:
## 145 150 151 152 156 157 171 173 206 207 208 209 212 213 221 222 223 238 239 240 244 249 250 251 252 253 256 257 258 259 261 263 265 266 268 275 279 280 283 284 290 294 297 298 299 300 301 302 304 305 307 308 311 312 314 315 316 317 320 322 323 325 328 330 331 332 335 336 338 340 342 343 345 348 350 351 352 354 355 356 357 358 362 366 368 371 373 374 375 377 380 383 384 393 394 395 396 398 399 402 403 408 409 410 412 414 415 417 419 420 426 428 432 437 438 439 440 443 444 445 448 450 453 455 458 461 462 464 467 468 472 476 478 479 480 482 483 485 488 489 490 492 493 494 495 496 497 498 499 500 501 502 503 504 505 507 508 509 512 513 514 517 518 525 526 527 528 529 530 531 532 533 534 535 536 538 544 545 546 547 548 549 550 551 552 553 555 556 557 558 559 560 562 564 572 573 574 575 576 580 581 582 583 584 585 587 588 590 591 592 593 595 596 598 600 601 602 603 604 606 609 610 613 614 618 619 621 623 667 668 669 670 671 672 673 674 675 676 677 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 790 807 815 910 911 912 913 937 938 957 1031 1034 1035 1037 1038 1039 1237 1238 1239 1240 1241 1242 1244 1245 1248 1249 1250 1253 1254 1256 1257 1258 1259 1260 1262 1264 1265 1266 1267 1268 1271 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1285 1287 1288semPaths(bifactorAPSIMinus36.fit, whatLabels = "std", layout = "tree")
summary(bifactorAPSIMinus36.fit, standardized = TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 50 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 7.322
## Degrees of freedom 3
## P-value (Chi-square) 0.062
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow =~
## APSI_1 1.000 0.234 0.195
## APSI_2 1.842 NA 0.431 0.387
## APSI_5 1.220 NA 0.285 0.272
## Futuregoals =~
## APSI_4 1.000 0.168 0.142
## APSI_7 2.897 NA 0.488 0.430
## APSI_8 1.078 NA 0.181 0.150
## Purpose =~
## APSI_1 1.000 0.987 0.821
## APSI_2 0.840 0.031 26.834 0.000 0.829 0.744
## APSI_5 0.692 0.032 21.421 0.000 0.683 0.651
## APSI_4 0.982 NA 0.969 0.818
## APSI_7 0.860 NA 0.849 0.749
## APSI_8 0.984 NA 0.971 0.804
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow ~~
## Futuregoals 0.000 0.000 0.000
## Purpose 0.000 0.000 0.000
## Futuregoals ~~
## Purpose 0.000 0.000 0.000
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## FeelingNow 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
## Purpose 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.415 NA 0.415 0.287
## APSI_2 0.370 NA 0.370 0.297
## APSI_5 0.552 NA 0.552 0.502
## APSI_4 0.437 NA 0.437 0.311
## APSI_7 0.325 NA 0.325 0.253
## APSI_8 0.484 NA 0.484 0.331
## FeelingNow 0.055 NA 1.000 1.000
## Futuregoals 0.028 NA 1.000 1.000
## Purpose 0.975 NA 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.713
## APSI_2 0.703
## APSI_5 0.498
## APSI_4 0.689
## APSI_7 0.747
## APSI_8 0.669correl1 = residuals(bifactorAPSIMinus36.fit, type="cor")
correl1## $type
## [1] "cor.bollen"
##
## $cor
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 0.000
## APSI_2 0.000 0.000
## APSI_5 0.000 0.000 0.000
## APSI_4 0.002 -0.001 -0.004 0.000
## APSI_7 0.004 -0.020 0.019 0.000 0.000
## APSI_8 -0.005 0.013 -0.007 0.000 0.000 0.000
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## 0 0 0 0 0 0correl2 = residuals(bifactorAPSIMinus36.fit, type="standardized")
correl2$cov## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 0.000
## APSI_2 0.000 0.000
## APSI_5 0.000 0.000 0.000
## APSI_4 0.415 -0.153 -0.438 0.000
## APSI_7 0.718 -2.283 1.533 0.000 NA
## APSI_8 -1.017 1.636 -0.696 0.000 0.000 0.000#modindices(bifactorAPSIMinus36.fit, sort. = TRUE, minimum.value = 3.84)
summary(bifactorAPSIMinus36.fit, standardized=TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 50 iterations
##
## Used Total
## Number of observations 935 1288
##
## Number of missing patterns 1
##
## Estimator ML
## Minimum Function Test Statistic 7.322
## Degrees of freedom 3
## P-value (Chi-square) 0.062
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow =~
## APSI_1 1.000 0.234 0.195
## APSI_2 1.842 NA 0.431 0.387
## APSI_5 1.220 NA 0.285 0.272
## Futuregoals =~
## APSI_4 1.000 0.168 0.142
## APSI_7 2.897 NA 0.488 0.430
## APSI_8 1.078 NA 0.181 0.150
## Purpose =~
## APSI_1 1.000 0.987 0.821
## APSI_2 0.840 0.031 26.834 0.000 0.829 0.744
## APSI_5 0.692 0.032 21.421 0.000 0.683 0.651
## APSI_4 0.982 NA 0.969 0.818
## APSI_7 0.860 NA 0.849 0.749
## APSI_8 0.984 NA 0.971 0.804
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow ~~
## Futuregoals 0.000 0.000 0.000
## Purpose 0.000 0.000 0.000
## Futuregoals ~~
## Purpose 0.000 0.000 0.000
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 94.639 0.000 3.720 3.095
## APSI_2 3.889 0.036 106.645 0.000 3.889 3.488
## APSI_5 4.135 0.034 120.517 0.000 4.135 3.941
## APSI_4 3.828 0.039 98.761 0.000 3.828 3.230
## APSI_7 3.863 0.037 104.249 0.000 3.863 3.409
## APSI_8 3.811 0.040 96.421 0.000 3.811 3.153
## FeelingNow 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
## Purpose 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.415 NA 0.415 0.287
## APSI_2 0.370 NA 0.370 0.297
## APSI_5 0.552 NA 0.552 0.502
## APSI_4 0.437 NA 0.437 0.311
## APSI_7 0.325 NA 0.325 0.253
## APSI_8 0.484 NA 0.484 0.331
## FeelingNow 0.055 NA 1.000 1.000
## Futuregoals 0.028 NA 1.000 1.000
## Purpose 0.975 NA 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.713
## APSI_2 0.703
## APSI_5 0.498
## APSI_4 0.689
## APSI_7 0.747
## APSI_8 0.669fitmeasures(bifactorAPSIMinus36.fit, c("chisq", "df", "pvalue", "cfi", "tli", "rmsea", "rmsea.ci.lower", "rmsea.ci.upper", "srmr")) #Models as a single purpose factor## chisq df pvalue cfi tli
## 7.322 3.000 0.062 0.999 0.993
## rmsea rmsea.ci.lower rmsea.ci.upper srmr
## 0.039 0.000 0.076 0.006inspect(bifactorAPSIMinus36.fit,what="std")## $lambda
## FlngNw Ftrgls Purpos
## APSI_1 0.195 0.000 0.821
## APSI_2 0.387 0.000 0.744
## APSI_5 0.272 0.000 0.651
## APSI_4 0.000 0.142 0.818
## APSI_7 0.000 0.430 0.749
## APSI_8 0.000 0.150 0.804
##
## $theta
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 0.287
## APSI_2 0.000 0.297
## APSI_5 0.000 0.000 0.502
## APSI_4 0.000 0.000 0.000 0.311
## APSI_7 0.000 0.000 0.000 0.000 0.253
## APSI_8 0.000 0.000 0.000 0.000 0.000 0.331
##
## $psi
## FlngNw Ftrgls Purpos
## FeelingNow 1
## Futuregoals 0 1
## Purpose 0 0 1
##
## $nu
## intrcp
## APSI_1 3.095
## APSI_2 3.488
## APSI_5 3.941
## APSI_4 3.230
## APSI_7 3.409
## APSI_8 3.153
##
## $alpha
## intrcp
## FeelingNow 0
## Futuregoals 0
## Purpose 0fitted(bifactorAPSIMinus36.fit)## $cov
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## APSI_1 1.444
## APSI_2 0.920 1.243
## APSI_5 0.742 0.690 1.101
## APSI_4 0.957 0.804 0.662 1.405
## APSI_7 0.838 0.704 0.580 0.905 1.284
## APSI_8 0.959 0.806 0.664 0.972 0.913 1.460
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8
## 3.720 3.889 4.135 3.828 3.863 3.811cov2cor(inspect(bifactorAPSIMinus36.fit, "coefficients")$psi) ## FlngNw Ftrgls Purpos
## FeelingNow 1
## Futuregoals 0 1
## Purpose 0 0 1#Great fit of the data and highly corrolated with each other
#Misc code for exportign tabel#fa.results(out_targetQ)
#xtable(out_targetQ)
#source("http://bioconductor.org/biocLite.R")
#biocLite(c("graph", "RBGL", "Rgraphviz"))
library(Rgraphviz)
library(schoRsch)
library(xtable)
library(knitr)
library(xtable)
library(devtools)
fa2latex(fa(APSI,1,rotate="oblimin", fm="ml"),heading="Table 1. Factor analysis OF APSI as One Factor")## % Called in the psych package fa2latex % Called in the psych package fa(APSI, 1, rotate = "oblimin", fm = "ml") % Called in the psych package Table 1. Factor analysis OF APSI as One Factor
## \begin{table}[htpb]\caption{fa2latex}
## \begin{center}
## \begin{scriptsize}
## \begin{tabular} {l r r r r }
## \multicolumn{ 4 }{l}{ Table 1. Factor analysis OF APSI as One Factor } \cr
## \hline Variable & ML1 & ML1.1 & ML1.2 & com \cr
## \hline
## APSI\_1 & \bf{0.83} & 0.69 & 0.31 & 1 \cr
## APSI\_2 & \bf{0.77} & 0.59 & 0.41 & 1 \cr
## APSI\_3 & 0.29 & 0.09 & 0.91 & 1 \cr
## APSI\_4 & \bf{0.82} & 0.67 & 0.33 & 1 \cr
## APSI\_5 & \bf{0.69} & 0.47 & 0.53 & 1 \cr
## APSI\_6 & 0.04 & 0.00 & 1.00 & 1 \cr
## APSI\_7 & \bf{0.77} & 0.60 & 0.40 & 1 \cr
## APSI\_8 & \bf{0.81} & 0.65 & 0.35 & 1 \cr
## \hline \cr SS loadings & 3.77 & \cr
## \hline
## \end{tabular}
## \end{scriptsize}
## \end{center}
## \label{default}
## \end{table}Discriminant analysis
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
discriminantASDQII.model = '
Feeling Purpose Now =~ APSI_1 + APSI_2 + APSI_5
Future goals =~ APSI_4 + APSI_7 + APSI_8
English =~ ASDQII_1 + ASDQII_2 + ASDQII_3 + ASDQII_4 + ASDQII_5
Math =~ ASDQII_6 + ASDQII_7 + ASDQII_8 + ASDQII_9 + ASDQII_10
Science =~ ASDQII_11 + ASDQII_12 + ASDQII_13 + ASDQII_14 + ASDQII_15
Subjects =~ ASDQII_16 + ASDQII_17 + ASDQII_18 + ASDQII_19 + ASDQII_20
'
discriminantASDQII.fit=cfa(discriminantASDQII.model, data=data, missing = "ML")## Warning in lav_data_full(data = data, group = group, group.label = group.label, : lavaan WARNING: some cases are empty and will be removed:
## 145 150 151 152 156 157 171 173 206 207 213 222 238 239 240 244 251 256 257 280 298 311 312 348 354 362 368 371 375 399 403 420 432 439 440 455 488 489 492 493 496 573 585 587 588 591 598 606 667 668 669 673 674 676 677 681 683 685 688 691 701 703 705 712 713 715 716 717 719 720 724 726 727 728 730 731 734 738 790 807 815 910 911 912 913 937 938 957 1031 1238 1241 1242 1245 1248 1253 1258 1274 1278 1287 1288semPaths(discriminantASDQII.fit, whatLabels = "std", layout = "tree")
summary(discriminantASDQII.fit, standardized = TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 121 iterations
##
## Used Total
## Number of observations 1188 1288
##
## Number of missing patterns 2
##
## Estimator ML
## Minimum Function Test Statistic 1074.116
## Degrees of freedom 284
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv
## FeelingPurposeNow =~
## APSI_1 1.000 1.033
## APSI_2 0.866 0.031 28.059 0.000 0.894
## APSI_5 0.715 0.031 23.337 0.000 0.739
## Futuregoals =~
## APSI_4 1.000 0.995
## APSI_7 0.907 0.033 27.692 0.000 0.902
## APSI_8 1.004 0.035 28.725 0.000 0.998
## English =~
## ASDQII_1 1.000 1.036
## ASDQII_2 0.990 0.025 40.149 0.000 1.026
## ASDQII_3 1.008 0.024 41.533 0.000 1.044
## ASDQII_4 0.988 0.026 38.283 0.000 1.024
## ASDQII_5 1.012 0.025 40.280 0.000 1.048
## Math =~
## ASDQII_6 1.000 1.313
## ASDQII_7 1.025 0.021 49.123 0.000 1.346
## ASDQII_8 1.046 0.020 51.299 0.000 1.373
## ASDQII_9 1.004 0.021 48.894 0.000 1.318
## ASDQII_10 0.990 0.020 49.055 0.000 1.300
## Science =~
## ASDQII_11 1.000 1.211
## ASDQII_12 0.986 0.020 49.915 0.000 1.195
## ASDQII_13 1.037 0.021 49.729 0.000 1.256
## ASDQII_14 0.997 0.020 50.166 0.000 1.208
## ASDQII_15 1.001 0.020 49.484 0.000 1.212
## Subjects =~
## ASDQII_16 1.000 0.979
## ASDQII_17 1.009 0.027 36.910 0.000 0.988
## ASDQII_18 0.983 0.027 36.729 0.000 0.962
## ASDQII_19 0.937 0.027 34.685 0.000 0.917
## ASDQII_20 0.994 0.028 35.630 0.000 0.972
## Std.all
##
## 0.858
## 0.802
## 0.704
##
## 0.839
## 0.796
## 0.826
##
## 0.881
## 0.855
## 0.872
## 0.833
## 0.851
##
## 0.896
## 0.906
## 0.923
## 0.903
## 0.907
##
## 0.912
## 0.899
## 0.899
## 0.899
## 0.893
##
## 0.834
## 0.855
## 0.851
## 0.826
## 0.840
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv
## FeelingPurposeNow ~~
## Futuregoals 0.934 0.055 16.950 0.000 0.910
## English 0.194 0.041 4.765 0.000 0.181
## Math 0.195 0.050 3.881 0.000 0.144
## Science 0.154 0.046 3.353 0.001 0.123
## Subjects 0.169 0.039 4.366 0.000 0.168
## Futuregoals ~~
## English 0.176 0.039 4.520 0.000 0.171
## Math 0.182 0.048 3.784 0.000 0.139
## Science 0.147 0.044 3.352 0.001 0.122
## Subjects 0.153 0.037 4.139 0.000 0.158
## English ~~
## Math 0.321 0.043 7.417 0.000 0.236
## Science 0.503 0.042 11.879 0.000 0.401
## Subjects 0.692 0.041 16.928 0.000 0.683
## Math ~~
## Science 0.825 0.056 14.791 0.000 0.519
## Subjects 0.889 0.051 17.353 0.000 0.692
## Science ~~
## Subjects 0.832 0.047 17.549 0.000 0.701
## Std.all
##
## 0.910
## 0.181
## 0.144
## 0.123
## 0.168
##
## 0.171
## 0.139
## 0.122
## 0.158
##
## 0.236
## 0.401
## 0.683
##
## 0.519
## 0.692
##
## 0.701
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.719 0.039 94.847 0.000 3.719 3.092
## APSI_2 3.888 0.036 106.850 0.000 3.888 3.485
## APSI_5 4.134 0.034 120.696 0.000 4.134 3.939
## APSI_4 3.827 0.039 98.949 0.000 3.827 3.227
## APSI_7 3.862 0.037 104.428 0.000 3.862 3.407
## APSI_8 3.810 0.039 96.599 0.000 3.810 3.151
## ASDQII_1 4.514 0.034 132.319 0.000 4.514 3.839
## ASDQII_2 4.364 0.035 125.329 0.000 4.364 3.636
## ASDQII_3 4.465 0.035 128.433 0.000 4.465 3.726
## ASDQII_4 4.402 0.036 123.404 0.000 4.402 3.580
## ASDQII_5 4.383 0.036 122.705 0.000 4.383 3.560
## ASDQII_6 4.141 0.043 97.420 0.000 4.141 2.826
## ASDQII_7 4.095 0.043 95.005 0.000 4.095 2.756
## ASDQII_8 4.109 0.043 95.195 0.000 4.109 2.762
## ASDQII_9 4.015 0.042 94.800 0.000 4.015 2.750
## ASDQII_10 4.210 0.042 101.184 0.000 4.210 2.936
## ASDQII_11 4.237 0.039 109.928 0.000 4.237 3.189
## ASDQII_12 4.113 0.039 106.700 0.000 4.113 3.096
## ASDQII_13 4.162 0.041 102.667 0.000 4.162 2.979
## ASDQII_14 4.145 0.039 106.365 0.000 4.145 3.086
## ASDQII_15 4.132 0.039 104.941 0.000 4.132 3.045
## ASDQII_16 4.395 0.034 129.166 0.000 4.395 3.747
## ASDQII_17 4.420 0.034 131.878 0.000 4.420 3.826
## ASDQII_18 4.515 0.033 137.732 0.000 4.515 3.996
## ASDQII_19 4.334 0.032 134.648 0.000 4.334 3.907
## ASDQII_20 4.404 0.034 131.126 0.000 4.404 3.804
## FeelingPurpsNw 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
## English 0.000 0.000 0.000
## Math 0.000 0.000 0.000
## Science 0.000 0.000 0.000
## Subjects 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.381 0.028 13.560 0.000 0.381 0.263
## APSI_2 0.445 0.027 16.375 0.000 0.445 0.357
## APSI_5 0.556 0.030 18.799 0.000 0.556 0.505
## APSI_4 0.417 0.027 15.301 0.000 0.417 0.297
## APSI_7 0.472 0.028 17.064 0.000 0.472 0.367
## APSI_8 0.465 0.029 15.904 0.000 0.465 0.318
## ASDQII_1 0.309 0.017 18.485 0.000 0.309 0.224
## ASDQII_2 0.387 0.020 19.850 0.000 0.387 0.269
## ASDQII_3 0.345 0.018 19.045 0.000 0.345 0.240
## ASDQII_4 0.463 0.022 20.684 0.000 0.463 0.306
## ASDQII_5 0.417 0.021 20.036 0.000 0.417 0.275
## ASDQII_6 0.422 0.021 20.126 0.000 0.422 0.197
## ASDQII_7 0.396 0.020 19.693 0.000 0.396 0.180
## ASDQII_8 0.328 0.018 18.453 0.000 0.328 0.148
## ASDQII_9 0.394 0.020 19.816 0.000 0.394 0.185
## ASDQII_10 0.366 0.019 19.644 0.000 0.366 0.178
## ASDQII_11 0.298 0.016 18.703 0.000 0.298 0.169
## ASDQII_12 0.337 0.017 19.550 0.000 0.337 0.191
## ASDQII_13 0.374 0.019 19.504 0.000 0.374 0.191
## ASDQII_14 0.345 0.018 19.628 0.000 0.345 0.191
## ASDQII_15 0.373 0.019 19.944 0.000 0.373 0.202
## ASDQII_16 0.418 0.020 20.763 0.000 0.418 0.304
## ASDQII_17 0.359 0.018 20.057 0.000 0.359 0.269
## ASDQII_18 0.351 0.017 20.138 0.000 0.351 0.275
## ASDQII_19 0.391 0.019 21.006 0.000 0.391 0.318
## ASDQII_20 0.395 0.019 20.555 0.000 0.395 0.294
## FeelingPurpsNw 1.066 0.068 15.627 0.000 1.000 1.000
## Futuregoals 0.989 0.065 15.192 0.000 1.000 1.000
## English 1.073 0.056 19.046 0.000 1.000 1.000
## Math 1.724 0.087 19.780 0.000 1.000 1.000
## Science 1.468 0.072 20.350 0.000 1.000 1.000
## Subjects 0.958 0.055 17.481 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.737
## APSI_2 0.643
## APSI_5 0.495
## APSI_4 0.703
## APSI_7 0.633
## APSI_8 0.682
## ASDQII_1 0.776
## ASDQII_2 0.731
## ASDQII_3 0.760
## ASDQII_4 0.694
## ASDQII_5 0.725
## ASDQII_6 0.803
## ASDQII_7 0.820
## ASDQII_8 0.852
## ASDQII_9 0.815
## ASDQII_10 0.822
## ASDQII_11 0.831
## ASDQII_12 0.809
## ASDQII_13 0.809
## ASDQII_14 0.809
## ASDQII_15 0.798
## ASDQII_16 0.696
## ASDQII_17 0.731
## ASDQII_18 0.725
## ASDQII_19 0.682
## ASDQII_20 0.706correl1 = residuals(discriminantASDQII.fit, type="cor")
correl1## $type
## [1] "cor.bollen"
##
## $cor
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 ASDQII_1 ASDQII_2
## APSI_1 0.000
## APSI_2 -0.001 0.000
## APSI_5 -0.014 0.027 0.000
## APSI_4 0.019 -0.004 -0.007 0.000
## APSI_7 -0.001 -0.042 -0.001 0.007 0.000
## APSI_8 0.011 0.009 -0.011 -0.014 0.010 0.000
## ASDQII_1 -0.050 -0.006 0.099 0.001 -0.014 -0.011 0.000
## ASDQII_2 -0.043 0.005 0.075 0.003 -0.017 -0.030 -0.009 0.000
## ASDQII_3 -0.043 0.011 0.055 0.017 0.002 -0.001 -0.020 0.027
## ASDQII_4 -0.043 0.030 0.093 0.049 0.011 0.018 -0.006 0.004
## ASDQII_5 -0.036 -0.002 0.094 0.018 -0.004 -0.005 0.017 -0.016
## ASDQII_6 0.007 0.033 0.058 0.036 0.040 0.002 -0.010 -0.077
## ASDQII_7 -0.011 0.057 0.058 0.017 0.027 -0.023 0.043 -0.055
## ASDQII_8 -0.040 0.020 0.038 -0.004 0.006 -0.011 0.051 -0.045
## ASDQII_9 -0.033 -0.002 0.021 -0.006 -0.003 -0.031 0.017 -0.056
## ASDQII_10 -0.065 -0.003 0.039 0.001 0.020 -0.018 0.087 -0.041
## ASDQII_11 -0.038 -0.022 0.102 -0.018 0.017 -0.010 0.066 0.000
## ASDQII_12 0.004 -0.012 0.079 0.007 0.020 0.003 0.012 0.009
## ASDQII_13 0.019 -0.011 0.072 0.004 0.031 0.010 0.000 -0.024
## ASDQII_14 -0.017 -0.016 0.079 -0.003 0.022 0.005 -0.002 -0.030
## ASDQII_15 -0.030 -0.048 0.065 -0.034 0.021 -0.022 0.027 -0.011
## ASDQII_16 -0.068 -0.002 0.064 -0.030 -0.005 -0.023 0.042 -0.038
## ASDQII_17 -0.053 0.008 0.057 -0.005 0.013 -0.020 0.034 -0.059
## ASDQII_18 -0.062 0.007 0.088 -0.011 0.030 -0.012 0.086 -0.052
## ASDQII_19 -0.016 0.042 0.066 0.006 -0.007 0.003 0.031 0.007
## ASDQII_20 0.003 0.053 0.113 0.057 0.058 0.034 0.039 -0.007
## ASDQII_3 ASDQII_4 ASDQII_5 ASDQII_6 ASDQII_7 ASDQII_8 ASDQII_9
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3 0.000
## ASDQII_4 0.007 0.000
## ASDQII_5 -0.005 0.006 0.000
## ASDQII_6 -0.034 -0.035 -0.005 0.000
## ASDQII_7 -0.030 -0.024 0.051 0.006 0.000
## ASDQII_8 0.002 0.014 0.036 -0.013 0.001 0.000
## ASDQII_9 -0.041 -0.014 0.026 0.019 -0.010 0.003 0.000
## ASDQII_10 0.004 0.002 0.063 -0.007 0.002 0.009 -0.009
## ASDQII_11 0.003 0.018 0.025 -0.034 -0.001 -0.001 -0.018
## ASDQII_12 -0.013 -0.012 -0.019 -0.010 -0.007 -0.004 0.010
## ASDQII_13 -0.004 -0.017 -0.015 0.005 0.002 0.016 0.008
## ASDQII_14 -0.015 0.018 -0.020 -0.005 0.020 0.045 0.014
## ASDQII_15 -0.025 -0.002 -0.005 -0.030 0.000 -0.015 -0.002
## ASDQII_16 -0.034 -0.017 0.040 -0.043 0.009 -0.006 -0.022
## ASDQII_17 -0.036 -0.001 -0.021 -0.025 0.012 0.006 -0.010
## ASDQII_18 -0.011 -0.026 0.001 -0.029 -0.008 -0.014 -0.033
## ASDQII_19 0.016 -0.035 0.017 -0.013 0.003 0.001 0.011
## ASDQII_20 0.010 -0.027 -0.010 0.029 0.006 0.022 0.016
## ASDQII_10 ASDQII_11 ASDQII_12 ASDQII_13 ASDQII_14 ASDQII_15
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3
## ASDQII_4
## ASDQII_5
## ASDQII_6
## ASDQII_7
## ASDQII_8
## ASDQII_9
## ASDQII_10 0.000
## ASDQII_11 0.018 0.000
## ASDQII_12 -0.014 -0.009 0.000
## ASDQII_13 -0.008 -0.018 0.025 0.000
## ASDQII_14 0.014 0.004 -0.011 0.009 0.000
## ASDQII_15 -0.018 0.017 0.003 -0.010 -0.008 0.000
## ASDQII_16 0.003 0.020 -0.049 -0.042 -0.001 -0.016
## ASDQII_17 0.018 0.027 -0.032 -0.010 0.045 -0.005
## ASDQII_18 0.036 0.023 -0.067 -0.071 -0.023 -0.031
## ASDQII_19 -0.021 0.023 0.040 0.032 0.011 -0.005
## ASDQII_20 0.040 0.039 0.017 0.034 0.035 0.002
## ASDQII_16 ASDQII_17 ASDQII_18 ASDQII_19 ASDQII_20
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3
## ASDQII_4
## ASDQII_5
## ASDQII_6
## ASDQII_7
## ASDQII_8
## ASDQII_9
## ASDQII_10
## ASDQII_11
## ASDQII_12
## ASDQII_13
## ASDQII_14
## ASDQII_15
## ASDQII_16 0.000
## ASDQII_17 0.013 0.000
## ASDQII_18 0.024 0.031 0.000
## ASDQII_19 -0.016 -0.014 -0.013 0.000
## ASDQII_20 -0.008 -0.024 -0.024 0.028 0.000
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 ASDQII_1
## -0.010 -0.010 -0.014 -0.012 -0.012 -0.008 0.000
## ASDQII_2 ASDQII_3 ASDQII_4 ASDQII_5 ASDQII_6 ASDQII_7 ASDQII_8
## 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_9 ASDQII_10 ASDQII_11 ASDQII_12 ASDQII_13 ASDQII_14 ASDQII_15
## 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_16 ASDQII_17 ASDQII_18 ASDQII_19 ASDQII_20
## 0.000 0.000 0.000 0.000 0.000correl2 = residuals(discriminantASDQII.fit, type="standardized")
correl2$cov## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 ASDQII_1
## APSI_1 NA
## APSI_2 NA NA
## APSI_5 NA NA NA
## APSI_4 NA NA NA NA
## APSI_7 NA NA NA NA NA
## APSI_8 NA NA NA NA NA NA
## ASDQII_1 -10.500 -0.560 5.660 0.108 -1.152 -1.082 0.000
## ASDQII_2 -5.096 0.426 4.144 0.246 -1.223 -2.569 -2.265
## ASDQII_3 -6.827 0.893 3.182 1.771 0.190 -0.077 NA
## ASDQII_4 -4.125 2.086 4.908 3.775 0.734 1.323 -1.231
## ASDQII_5 -4.129 -0.147 5.116 1.594 -0.251 -0.447 2.640
## ASDQII_6 1.069 2.821 3.333 3.784 3.083 0.168 -0.639
## ASDQII_7 -2.592 4.990 3.412 1.958 2.233 -2.378 2.786
## ASDQII_8 NA 2.080 2.323 -0.678 0.528 -1.386 3.441
## ASDQII_9 -7.106 -0.194 1.252 -0.663 -0.218 -3.224 1.082
## ASDQII_10 -18.838 -0.300 2.322 0.136 1.671 -1.943 5.403
## ASDQII_11 -9.226 -1.961 5.861 -2.153 1.359 -0.982 4.342
## ASDQII_12 0.642 -0.978 4.477 0.714 1.562 0.305 0.785
## ASDQII_13 2.753 -0.895 4.106 0.391 2.379 0.940 -0.025
## ASDQII_14 -2.661 -1.318 4.452 -0.351 1.684 0.424 -0.128
## ASDQII_15 -4.247 -3.949 3.647 -3.453 1.554 -1.961 1.769
## ASDQII_16 -7.278 -0.161 3.500 -2.559 -0.352 -1.853 2.913
## ASDQII_17 -7.249 0.672 3.215 -0.489 0.970 -1.810 2.451
## ASDQII_18 -8.095 0.591 4.883 -1.039 2.153 -0.996 5.559
## ASDQII_19 -1.580 2.970 3.538 0.501 -0.462 0.197 2.141
## ASDQII_20 0.331 3.908 6.052 4.743 3.966 2.711 2.737
## ASDQII_2 ASDQII_3 ASDQII_4 ASDQII_5 ASDQII_6 ASDQII_7 ASDQII_8
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2 0.000
## ASDQII_3 3.632 0.000
## ASDQII_4 0.562 1.068 0.000
## ASDQII_5 -3.473 -1.062 0.893 0.000
## ASDQII_6 -4.773 -2.171 -2.070 -0.328 NA
## ASDQII_7 -3.462 -1.962 -1.409 3.042 1.204 NA
## ASDQII_8 -2.938 0.130 0.839 2.242 NA 0.174 NA
## ASDQII_9 -3.515 -2.676 -0.811 1.568 2.987 -6.111 0.787
## ASDQII_10 -2.599 0.244 0.141 3.708 -2.267 0.400 1.980
## ASDQII_11 0.016 0.194 1.117 1.585 -2.811 -0.059 -0.073
## ASDQII_12 0.548 -0.851 -0.717 -1.236 -0.777 -0.559 -0.346
## ASDQII_13 -1.611 -0.277 -1.026 -0.975 0.339 0.171 1.249
## ASDQII_14 -1.962 -1.023 1.104 -1.321 -0.372 1.473 3.262
## ASDQII_15 -0.711 -1.719 -0.126 -0.329 -2.302 -0.015 -1.258
## ASDQII_16 -2.879 -2.665 -1.164 2.585 -3.640 0.712 -0.467
## ASDQII_17 -4.914 -2.995 -0.099 -1.566 -2.082 0.915 0.483
## ASDQII_18 -4.184 -0.825 -1.918 0.037 -2.475 -0.641 -1.216
## ASDQII_19 0.474 1.105 -2.450 1.145 -0.996 0.199 0.047
## ASDQII_20 -0.508 0.755 -1.905 -0.749 2.096 0.436 1.718
## ASDQII_9 ASDQII_10 ASDQII_11 ASDQII_12 ASDQII_13 ASDQII_14
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3
## ASDQII_4
## ASDQII_5
## ASDQII_6
## ASDQII_7
## ASDQII_8
## ASDQII_9 0.000
## ASDQII_10 -5.024 NA
## ASDQII_11 -1.435 1.350 0.000
## ASDQII_12 0.769 -1.059 -6.562 0.000
## ASDQII_13 0.560 -0.618 NA 3.674 0.000
## ASDQII_14 1.041 1.073 0.999 -6.065 1.702 NA
## ASDQII_15 -0.168 -1.379 2.934 0.564 -4.479 -2.938
## ASDQII_16 -1.823 0.258 1.500 -4.349 -3.651 -0.079
## ASDQII_17 -0.829 1.409 2.118 -2.841 -0.861 3.234
## ASDQII_18 -2.855 2.610 1.764 -6.564 -7.175 -1.933
## ASDQII_19 0.790 -1.654 1.690 2.792 2.239 0.804
## ASDQII_20 1.195 2.877 2.858 1.263 2.463 2.546
## ASDQII_15 ASDQII_16 ASDQII_17 ASDQII_18 ASDQII_19 ASDQII_20
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3
## ASDQII_4
## ASDQII_5
## ASDQII_6
## ASDQII_7
## ASDQII_8
## ASDQII_9
## ASDQII_10
## ASDQII_11
## ASDQII_12
## ASDQII_13
## ASDQII_14
## ASDQII_15 0.000
## ASDQII_16 -1.275 0.000
## ASDQII_17 -0.422 1.731 0.000
## ASDQII_18 -2.607 2.862 3.754 0.000
## ASDQII_19 -0.354 -2.520 -2.468 -2.296 0.000
## ASDQII_20 0.136 -1.263 -6.033 -5.462 3.131 0.000modindices(discriminantASDQII.fit, sort. = TRUE, minimum.value = 3.84)## lhs op rhs mi epc sepc.lv sepc.all sepc.nox
## 387 ASDQII_1 ~~ ASDQII_18 51.373 0.084 0.084 0.064 0.064
## 522 ASDQII_11 ~~ ASDQII_18 37.935 0.071 0.071 0.047 0.047
## 525 ASDQII_12 ~~ ASDQII_13 37.678 0.086 0.086 0.047 0.047
## 531 ASDQII_12 ~~ ASDQII_19 36.899 0.076 0.076 0.051 0.051
## 221 Subjects =~ ASDQII_1 34.560 0.167 0.164 0.139 0.139
## 537 ASDQII_13 ~~ ASDQII_18 32.989 -0.073 -0.073 -0.046 -0.046
## 506 ASDQII_10 ~~ ASDQII_11 30.241 0.066 0.066 0.034 0.034
## 513 ASDQII_10 ~~ ASDQII_18 29.911 0.069 0.069 0.042 0.042
## 514 ASDQII_10 ~~ ASDQII_19 28.983 -0.070 -0.070 -0.044 -0.044
## 542 ASDQII_14 ~~ ASDQII_17 27.698 0.065 0.065 0.042 0.042
## 555 ASDQII_17 ~~ ASDQII_18 25.959 0.068 0.068 0.052 0.052
## 390 ASDQII_2 ~~ ASDQII_3 25.552 0.074 0.074 0.051 0.051
## 517 ASDQII_11 ~~ ASDQII_13 24.098 -0.068 -0.068 -0.036 -0.036
## 379 ASDQII_1 ~~ ASDQII_10 23.648 0.059 0.059 0.035 0.035
## 399 ASDQII_2 ~~ ASDQII_12 22.788 0.061 0.061 0.038 0.038
## 451 ASDQII_5 ~~ ASDQII_16 21.249 0.066 0.066 0.046 0.046
## 488 ASDQII_8 ~~ ASDQII_14 21.169 0.056 0.056 0.028 0.028
## 458 ASDQII_6 ~~ ASDQII_9 20.717 0.071 0.071 0.033 0.033
## 519 ASDQII_11 ~~ ASDQII_15 20.590 0.061 0.061 0.034 0.034
## 180 Math =~ ASDQII_2 19.715 -0.072 -0.094 -0.078 -0.078
## 372 ASDQII_1 ~~ ASDQII_3 19.333 -0.061 -0.061 -0.044 -0.044
## 154 English =~ APSI_5 19.062 0.119 0.124 0.118 0.118
## 434 ASDQII_4 ~~ ASDQII_14 19.041 0.060 0.060 0.037 0.037
## 469 ASDQII_6 ~~ ASDQII_20 18.879 0.061 0.061 0.036 0.036
## 215 Subjects =~ APSI_1 17.656 -0.129 -0.126 -0.105 -0.105
## 217 Subjects =~ APSI_5 17.608 0.121 0.118 0.113 0.113
## 380 ASDQII_1 ~~ ASDQII_11 17.606 0.047 0.047 0.030 0.030
## 196 Science =~ APSI_5 16.576 0.093 0.113 0.108 0.108
## 152 English =~ APSI_1 16.212 -0.117 -0.122 -0.101 -0.101
## 405 ASDQII_2 ~~ ASDQII_18 16.149 -0.051 -0.051 -0.038 -0.038
## 529 ASDQII_12 ~~ ASDQII_17 15.682 -0.048 -0.048 -0.031 -0.031
## 530 ASDQII_12 ~~ ASDQII_18 15.669 -0.048 -0.048 -0.032 -0.032
## 375 ASDQII_1 ~~ ASDQII_6 15.275 -0.050 -0.050 -0.029 -0.029
## 560 ASDQII_19 ~~ ASDQII_20 15.028 0.054 0.054 0.042 0.042
## 179 Math =~ ASDQII_1 14.967 0.058 0.076 0.064 0.064
## 437 ASDQII_4 ~~ ASDQII_17 14.896 0.054 0.054 0.038 0.038
## 538 ASDQII_13 ~~ ASDQII_19 14.556 0.050 0.050 0.032 0.032
## 222 Subjects =~ ASDQII_2 14.518 -0.117 -0.114 -0.095 -0.095
## 557 ASDQII_17 ~~ ASDQII_20 14.352 -0.053 -0.053 -0.039 -0.039
## 298 APSI_5 ~~ ASDQII_11 14.320 0.060 0.060 0.043 0.043
## 406 ASDQII_2 ~~ ASDQII_19 14.286 0.050 0.050 0.038 0.038
## 457 ASDQII_6 ~~ ASDQII_8 13.748 -0.056 -0.056 -0.026 -0.026
## 212 Science =~ ASDQII_18 13.690 -0.091 -0.110 -0.097 -0.097
## 231 Subjects =~ ASDQII_11 13.364 0.104 0.102 0.076 0.076
## 504 ASDQII_9 ~~ ASDQII_19 13.128 0.049 0.049 0.030 0.030
## 420 ASDQII_3 ~~ ASDQII_16 13.093 -0.048 -0.048 -0.034 -0.034
## 442 ASDQII_5 ~~ ASDQII_7 12.962 0.051 0.051 0.028 0.028
## 559 ASDQII_18 ~~ ASDQII_20 12.960 -0.049 -0.049 -0.038 -0.038
## 539 ASDQII_13 ~~ ASDQII_20 12.666 0.047 0.047 0.029 0.029
## 253 APSI_1 ~~ ASDQII_13 12.454 0.058 0.058 0.034 0.034
## 251 APSI_1 ~~ ASDQII_11 12.408 -0.053 -0.053 -0.033 -0.033
## 552 ASDQII_16 ~~ ASDQII_18 12.403 0.049 0.049 0.037 0.037
## 439 ASDQII_4 ~~ ASDQII_19 12.334 -0.050 -0.050 -0.037 -0.037
## 496 ASDQII_9 ~~ ASDQII_11 12.062 -0.043 -0.043 -0.022 -0.022
## 417 ASDQII_3 ~~ ASDQII_13 12.034 0.044 0.044 0.027 0.027
## 151 Futuregoals =~ ASDQII_20 11.879 0.085 0.085 0.073 0.073
## 250 APSI_1 ~~ ASDQII_10 11.787 -0.056 -0.056 -0.032 -0.032
## 129 Futuregoals =~ APSI_1 11.550 0.607 0.604 0.502 0.502
## 460 ASDQII_6 ~~ ASDQII_11 11.392 -0.043 -0.043 -0.022 -0.022
## 374 ASDQII_1 ~~ ASDQII_5 11.354 0.049 0.049 0.034 0.034
## 383 ASDQII_1 ~~ ASDQII_14 11.335 -0.040 -0.040 -0.025 -0.025
## 462 ASDQII_6 ~~ ASDQII_13 10.944 0.046 0.046 0.022 0.022
## 497 ASDQII_9 ~~ ASDQII_12 10.890 0.042 0.042 0.022 0.022
## 263 APSI_2 ~~ APSI_7 10.776 -0.064 -0.064 -0.051 -0.051
## 128 FeelingPurposeNow =~ ASDQII_20 10.428 0.077 0.080 0.069 0.069
## 528 ASDQII_12 ~~ ASDQII_16 10.379 -0.042 -0.042 -0.027 -0.027
## 482 ASDQII_7 ~~ ASDQII_20 10.262 -0.044 -0.044 -0.025 -0.025
## 271 APSI_2 ~~ ASDQII_7 10.248 0.054 0.054 0.033 0.033
## 158 English =~ ASDQII_6 9.459 -0.066 -0.068 -0.046 -0.046
## 424 ASDQII_3 ~~ ASDQII_20 9.371 0.040 0.040 0.028 0.028
## 163 English =~ ASDQII_11 9.347 0.061 0.063 0.047 0.047
## 503 ASDQII_9 ~~ ASDQII_18 9.305 -0.039 -0.039 -0.024 -0.024
## 523 ASDQII_11 ~~ ASDQII_19 9.093 -0.036 -0.036 -0.024 -0.024
## 544 ASDQII_14 ~~ ASDQII_19 9.067 -0.038 -0.038 -0.025 -0.025
## 407 ASDQII_2 ~~ ASDQII_20 8.285 0.039 0.039 0.028 0.028
## 535 ASDQII_13 ~~ ASDQII_16 8.247 -0.039 -0.039 -0.024 -0.024
## 478 ASDQII_7 ~~ ASDQII_16 8.158 0.040 0.040 0.023 0.023
## 484 ASDQII_8 ~~ ASDQII_10 8.141 0.042 0.042 0.020 0.020
## 214 Science =~ ASDQII_20 8.084 0.073 0.088 0.076 0.076
## 173 Math =~ APSI_1 7.891 -0.063 -0.083 -0.069 -0.069
## 465 ASDQII_6 ~~ ASDQII_16 7.808 -0.040 -0.040 -0.023 -0.023
## 423 ASDQII_3 ~~ ASDQII_19 7.728 0.035 0.035 0.027 0.027
## 508 ASDQII_10 ~~ ASDQII_13 7.726 -0.036 -0.036 -0.018 -0.018
## 183 Math =~ ASDQII_5 7.535 0.046 0.060 0.049 0.049
## 162 English =~ ASDQII_10 7.517 0.055 0.057 0.040 0.040
## 455 ASDQII_5 ~~ ASDQII_20 7.317 -0.038 -0.038 -0.026 -0.026
## 520 ASDQII_11 ~~ ASDQII_16 7.306 0.033 0.033 0.021 0.021
## 526 ASDQII_12 ~~ ASDQII_14 7.102 -0.036 -0.036 -0.020 -0.020
## 397 ASDQII_2 ~~ ASDQII_10 6.862 -0.035 -0.035 -0.020 -0.020
## 428 ASDQII_4 ~~ ASDQII_8 6.778 0.036 0.036 0.020 0.020
## 392 ASDQII_2 ~~ ASDQII_5 6.744 -0.040 -0.040 -0.027 -0.027
## 357 APSI_8 ~~ ASDQII_7 6.692 -0.046 -0.046 -0.025 -0.025
## 349 APSI_7 ~~ ASDQII_19 6.686 -0.043 -0.043 -0.034 -0.034
## 471 ASDQII_7 ~~ ASDQII_9 6.662 -0.040 -0.040 -0.018 -0.018
## 226 Subjects =~ ASDQII_6 6.547 -0.081 -0.080 -0.054 -0.054
## 107 FeelingPurposeNow =~ APSI_7 6.539 -0.315 -0.325 -0.287 -0.287
## 516 ASDQII_11 ~~ ASDQII_12 6.484 -0.033 -0.033 -0.019 -0.019
## 388 ASDQII_1 ~~ ASDQII_19 6.424 -0.031 -0.031 -0.024 -0.024
## 404 ASDQII_2 ~~ ASDQII_17 6.287 -0.033 -0.033 -0.023 -0.023
## 309 APSI_4 ~~ APSI_8 6.271 -0.066 -0.066 -0.046 -0.046
## 261 APSI_2 ~~ APSI_5 6.254 0.054 0.054 0.046 0.046
## 410 ASDQII_3 ~~ ASDQII_6 6.235 0.034 0.034 0.019 0.019
## 534 ASDQII_13 ~~ ASDQII_15 6.056 -0.036 -0.036 -0.019 -0.019
## 489 ASDQII_8 ~~ ASDQII_15 6.041 -0.031 -0.031 -0.015 -0.015
## 232 Subjects =~ ASDQII_12 6.030 -0.073 -0.071 -0.053 -0.053
## 246 APSI_1 ~~ ASDQII_6 5.945 0.042 0.042 0.024 0.024
## 411 ASDQII_3 ~~ ASDQII_7 5.869 -0.032 -0.032 -0.018 -0.018
## 495 ASDQII_9 ~~ ASDQII_10 5.857 -0.036 -0.036 -0.017 -0.017
## 415 ASDQII_3 ~~ ASDQII_11 5.847 -0.028 -0.028 -0.018 -0.018
## 230 Subjects =~ ASDQII_10 5.790 0.072 0.071 0.049 0.049
## 200 Science =~ ASDQII_1 5.781 0.042 0.051 0.043 0.043
## 382 ASDQII_1 ~~ ASDQII_13 5.728 -0.029 -0.029 -0.018 -0.018
## 193 Math =~ ASDQII_20 5.682 0.055 0.072 0.062 0.062
## 130 Futuregoals =~ APSI_2 5.546 -0.348 -0.346 -0.310 -0.310
## 288 APSI_5 ~~ ASDQII_1 5.510 0.038 0.038 0.031 0.031
## 244 APSI_1 ~~ ASDQII_4 5.417 -0.042 -0.042 -0.028 -0.028
## 290 APSI_5 ~~ ASDQII_3 5.330 -0.039 -0.039 -0.031 -0.031
## 419 ASDQII_3 ~~ ASDQII_15 5.299 -0.029 -0.029 -0.018 -0.018
## 427 ASDQII_4 ~~ ASDQII_7 5.297 -0.034 -0.034 -0.019 -0.019
## 398 ASDQII_2 ~~ ASDQII_11 5.186 -0.028 -0.028 -0.017 -0.017
## 187 Math =~ ASDQII_14 5.035 0.040 0.052 0.039 0.039
## 300 APSI_5 ~~ ASDQII_13 5.034 -0.039 -0.039 -0.027 -0.027
## 461 ASDQII_6 ~~ ASDQII_12 4.780 0.029 0.029 0.015 0.015
## 549 ASDQII_15 ~~ ASDQII_19 4.719 -0.028 -0.028 -0.019 -0.019
## 533 ASDQII_13 ~~ ASDQII_14 4.688 0.031 0.031 0.016 0.016
## 477 ASDQII_7 ~~ ASDQII_15 4.572 0.029 0.029 0.014 0.014
## 553 ASDQII_16 ~~ ASDQII_19 4.510 -0.030 -0.030 -0.023 -0.023
## 213 Science =~ ASDQII_19 4.505 0.053 0.065 0.058 0.058
## 413 ASDQII_3 ~~ ASDQII_9 4.495 -0.028 -0.028 -0.016 -0.016
## 452 ASDQII_5 ~~ ASDQII_17 4.479 -0.028 -0.028 -0.020 -0.020
## 147 Futuregoals =~ ASDQII_16 4.443 -0.053 -0.053 -0.045 -0.045
## 378 ASDQII_1 ~~ ASDQII_9 4.381 -0.026 -0.026 -0.015 -0.015
## 438 ASDQII_4 ~~ ASDQII_18 4.305 -0.029 -0.029 -0.021 -0.021
## 175 Math =~ APSI_5 4.279 0.044 0.057 0.055 0.055
## 237 APSI_1 ~~ APSI_5 4.257 -0.049 -0.049 -0.039 -0.039
## 124 FeelingPurposeNow =~ ASDQII_16 4.219 -0.050 -0.052 -0.044 -0.044
## 556 ASDQII_17 ~~ ASDQII_19 4.207 -0.028 -0.028 -0.022 -0.022
## 550 ASDQII_15 ~~ ASDQII_20 4.079 -0.027 -0.027 -0.017 -0.017
## 313 APSI_4 ~~ ASDQII_4 4.057 0.036 0.036 0.025 0.025
## 258 APSI_1 ~~ ASDQII_18 4.011 -0.032 -0.032 -0.023 -0.023
## 249 APSI_1 ~~ ASDQII_9 3.978 0.033 0.033 0.019 0.019summary(discriminantASDQII.fit, standardized=TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 121 iterations
##
## Used Total
## Number of observations 1188 1288
##
## Number of missing patterns 2
##
## Estimator ML
## Minimum Function Test Statistic 1074.116
## Degrees of freedom 284
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv
## FeelingPurposeNow =~
## APSI_1 1.000 1.033
## APSI_2 0.866 0.031 28.059 0.000 0.894
## APSI_5 0.715 0.031 23.337 0.000 0.739
## Futuregoals =~
## APSI_4 1.000 0.995
## APSI_7 0.907 0.033 27.692 0.000 0.902
## APSI_8 1.004 0.035 28.725 0.000 0.998
## English =~
## ASDQII_1 1.000 1.036
## ASDQII_2 0.990 0.025 40.149 0.000 1.026
## ASDQII_3 1.008 0.024 41.533 0.000 1.044
## ASDQII_4 0.988 0.026 38.283 0.000 1.024
## ASDQII_5 1.012 0.025 40.280 0.000 1.048
## Math =~
## ASDQII_6 1.000 1.313
## ASDQII_7 1.025 0.021 49.123 0.000 1.346
## ASDQII_8 1.046 0.020 51.299 0.000 1.373
## ASDQII_9 1.004 0.021 48.894 0.000 1.318
## ASDQII_10 0.990 0.020 49.055 0.000 1.300
## Science =~
## ASDQII_11 1.000 1.211
## ASDQII_12 0.986 0.020 49.915 0.000 1.195
## ASDQII_13 1.037 0.021 49.729 0.000 1.256
## ASDQII_14 0.997 0.020 50.166 0.000 1.208
## ASDQII_15 1.001 0.020 49.484 0.000 1.212
## Subjects =~
## ASDQII_16 1.000 0.979
## ASDQII_17 1.009 0.027 36.910 0.000 0.988
## ASDQII_18 0.983 0.027 36.729 0.000 0.962
## ASDQII_19 0.937 0.027 34.685 0.000 0.917
## ASDQII_20 0.994 0.028 35.630 0.000 0.972
## Std.all
##
## 0.858
## 0.802
## 0.704
##
## 0.839
## 0.796
## 0.826
##
## 0.881
## 0.855
## 0.872
## 0.833
## 0.851
##
## 0.896
## 0.906
## 0.923
## 0.903
## 0.907
##
## 0.912
## 0.899
## 0.899
## 0.899
## 0.893
##
## 0.834
## 0.855
## 0.851
## 0.826
## 0.840
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv
## FeelingPurposeNow ~~
## Futuregoals 0.934 0.055 16.950 0.000 0.910
## English 0.194 0.041 4.765 0.000 0.181
## Math 0.195 0.050 3.881 0.000 0.144
## Science 0.154 0.046 3.353 0.001 0.123
## Subjects 0.169 0.039 4.366 0.000 0.168
## Futuregoals ~~
## English 0.176 0.039 4.520 0.000 0.171
## Math 0.182 0.048 3.784 0.000 0.139
## Science 0.147 0.044 3.352 0.001 0.122
## Subjects 0.153 0.037 4.139 0.000 0.158
## English ~~
## Math 0.321 0.043 7.417 0.000 0.236
## Science 0.503 0.042 11.879 0.000 0.401
## Subjects 0.692 0.041 16.928 0.000 0.683
## Math ~~
## Science 0.825 0.056 14.791 0.000 0.519
## Subjects 0.889 0.051 17.353 0.000 0.692
## Science ~~
## Subjects 0.832 0.047 17.549 0.000 0.701
## Std.all
##
## 0.910
## 0.181
## 0.144
## 0.123
## 0.168
##
## 0.171
## 0.139
## 0.122
## 0.158
##
## 0.236
## 0.401
## 0.683
##
## 0.519
## 0.692
##
## 0.701
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.719 0.039 94.847 0.000 3.719 3.092
## APSI_2 3.888 0.036 106.850 0.000 3.888 3.485
## APSI_5 4.134 0.034 120.696 0.000 4.134 3.939
## APSI_4 3.827 0.039 98.949 0.000 3.827 3.227
## APSI_7 3.862 0.037 104.428 0.000 3.862 3.407
## APSI_8 3.810 0.039 96.599 0.000 3.810 3.151
## ASDQII_1 4.514 0.034 132.319 0.000 4.514 3.839
## ASDQII_2 4.364 0.035 125.329 0.000 4.364 3.636
## ASDQII_3 4.465 0.035 128.433 0.000 4.465 3.726
## ASDQII_4 4.402 0.036 123.404 0.000 4.402 3.580
## ASDQII_5 4.383 0.036 122.705 0.000 4.383 3.560
## ASDQII_6 4.141 0.043 97.420 0.000 4.141 2.826
## ASDQII_7 4.095 0.043 95.005 0.000 4.095 2.756
## ASDQII_8 4.109 0.043 95.195 0.000 4.109 2.762
## ASDQII_9 4.015 0.042 94.800 0.000 4.015 2.750
## ASDQII_10 4.210 0.042 101.184 0.000 4.210 2.936
## ASDQII_11 4.237 0.039 109.928 0.000 4.237 3.189
## ASDQII_12 4.113 0.039 106.700 0.000 4.113 3.096
## ASDQII_13 4.162 0.041 102.667 0.000 4.162 2.979
## ASDQII_14 4.145 0.039 106.365 0.000 4.145 3.086
## ASDQII_15 4.132 0.039 104.941 0.000 4.132 3.045
## ASDQII_16 4.395 0.034 129.166 0.000 4.395 3.747
## ASDQII_17 4.420 0.034 131.878 0.000 4.420 3.826
## ASDQII_18 4.515 0.033 137.732 0.000 4.515 3.996
## ASDQII_19 4.334 0.032 134.648 0.000 4.334 3.907
## ASDQII_20 4.404 0.034 131.126 0.000 4.404 3.804
## FeelingPurpsNw 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
## English 0.000 0.000 0.000
## Math 0.000 0.000 0.000
## Science 0.000 0.000 0.000
## Subjects 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.381 0.028 13.560 0.000 0.381 0.263
## APSI_2 0.445 0.027 16.375 0.000 0.445 0.357
## APSI_5 0.556 0.030 18.799 0.000 0.556 0.505
## APSI_4 0.417 0.027 15.301 0.000 0.417 0.297
## APSI_7 0.472 0.028 17.064 0.000 0.472 0.367
## APSI_8 0.465 0.029 15.904 0.000 0.465 0.318
## ASDQII_1 0.309 0.017 18.485 0.000 0.309 0.224
## ASDQII_2 0.387 0.020 19.850 0.000 0.387 0.269
## ASDQII_3 0.345 0.018 19.045 0.000 0.345 0.240
## ASDQII_4 0.463 0.022 20.684 0.000 0.463 0.306
## ASDQII_5 0.417 0.021 20.036 0.000 0.417 0.275
## ASDQII_6 0.422 0.021 20.126 0.000 0.422 0.197
## ASDQII_7 0.396 0.020 19.693 0.000 0.396 0.180
## ASDQII_8 0.328 0.018 18.453 0.000 0.328 0.148
## ASDQII_9 0.394 0.020 19.816 0.000 0.394 0.185
## ASDQII_10 0.366 0.019 19.644 0.000 0.366 0.178
## ASDQII_11 0.298 0.016 18.703 0.000 0.298 0.169
## ASDQII_12 0.337 0.017 19.550 0.000 0.337 0.191
## ASDQII_13 0.374 0.019 19.504 0.000 0.374 0.191
## ASDQII_14 0.345 0.018 19.628 0.000 0.345 0.191
## ASDQII_15 0.373 0.019 19.944 0.000 0.373 0.202
## ASDQII_16 0.418 0.020 20.763 0.000 0.418 0.304
## ASDQII_17 0.359 0.018 20.057 0.000 0.359 0.269
## ASDQII_18 0.351 0.017 20.138 0.000 0.351 0.275
## ASDQII_19 0.391 0.019 21.006 0.000 0.391 0.318
## ASDQII_20 0.395 0.019 20.555 0.000 0.395 0.294
## FeelingPurpsNw 1.066 0.068 15.627 0.000 1.000 1.000
## Futuregoals 0.989 0.065 15.192 0.000 1.000 1.000
## English 1.073 0.056 19.046 0.000 1.000 1.000
## Math 1.724 0.087 19.780 0.000 1.000 1.000
## Science 1.468 0.072 20.350 0.000 1.000 1.000
## Subjects 0.958 0.055 17.481 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.737
## APSI_2 0.643
## APSI_5 0.495
## APSI_4 0.703
## APSI_7 0.633
## APSI_8 0.682
## ASDQII_1 0.776
## ASDQII_2 0.731
## ASDQII_3 0.760
## ASDQII_4 0.694
## ASDQII_5 0.725
## ASDQII_6 0.803
## ASDQII_7 0.820
## ASDQII_8 0.852
## ASDQII_9 0.815
## ASDQII_10 0.822
## ASDQII_11 0.831
## ASDQII_12 0.809
## ASDQII_13 0.809
## ASDQII_14 0.809
## ASDQII_15 0.798
## ASDQII_16 0.696
## ASDQII_17 0.731
## ASDQII_18 0.725
## ASDQII_19 0.682
## ASDQII_20 0.706fitmeasures(discriminantASDQII.fit, c("chisq", "df", "pvalue", "cfi", "tli", "rmsea", "rmsea.ci.lower", "rmsea.ci.upper", "srmr")) #Models as a single purpose factor## chisq df pvalue cfi tli
## 1074.116 284.000 0.000 0.972 0.968
## rmsea rmsea.ci.lower rmsea.ci.upper srmr
## 0.048 0.045 0.051 0.029inspect(discriminantASDQII.fit,what="std")## $lambda
## FlngPN Ftrgls Englsh Math Scienc Sbjcts
## APSI_1 0.858 0.000 0.000 0.000 0.000 0.000
## APSI_2 0.802 0.000 0.000 0.000 0.000 0.000
## APSI_5 0.704 0.000 0.000 0.000 0.000 0.000
## APSI_4 0.000 0.839 0.000 0.000 0.000 0.000
## APSI_7 0.000 0.796 0.000 0.000 0.000 0.000
## APSI_8 0.000 0.826 0.000 0.000 0.000 0.000
## ASDQII_1 0.000 0.000 0.881 0.000 0.000 0.000
## ASDQII_2 0.000 0.000 0.855 0.000 0.000 0.000
## ASDQII_3 0.000 0.000 0.872 0.000 0.000 0.000
## ASDQII_4 0.000 0.000 0.833 0.000 0.000 0.000
## ASDQII_5 0.000 0.000 0.851 0.000 0.000 0.000
## ASDQII_6 0.000 0.000 0.000 0.896 0.000 0.000
## ASDQII_7 0.000 0.000 0.000 0.906 0.000 0.000
## ASDQII_8 0.000 0.000 0.000 0.923 0.000 0.000
## ASDQII_9 0.000 0.000 0.000 0.903 0.000 0.000
## ASDQII_10 0.000 0.000 0.000 0.907 0.000 0.000
## ASDQII_11 0.000 0.000 0.000 0.000 0.912 0.000
## ASDQII_12 0.000 0.000 0.000 0.000 0.899 0.000
## ASDQII_13 0.000 0.000 0.000 0.000 0.899 0.000
## ASDQII_14 0.000 0.000 0.000 0.000 0.899 0.000
## ASDQII_15 0.000 0.000 0.000 0.000 0.893 0.000
## ASDQII_16 0.000 0.000 0.000 0.000 0.000 0.834
## ASDQII_17 0.000 0.000 0.000 0.000 0.000 0.855
## ASDQII_18 0.000 0.000 0.000 0.000 0.000 0.851
## ASDQII_19 0.000 0.000 0.000 0.000 0.000 0.826
## ASDQII_20 0.000 0.000 0.000 0.000 0.000 0.840
##
## $theta
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 ASDQII_1 ASDQII_2
## APSI_1 0.263
## APSI_2 0.000 0.357
## APSI_5 0.000 0.000 0.505
## APSI_4 0.000 0.000 0.000 0.297
## APSI_7 0.000 0.000 0.000 0.000 0.367
## APSI_8 0.000 0.000 0.000 0.000 0.000 0.318
## ASDQII_1 0.000 0.000 0.000 0.000 0.000 0.000 0.224
## ASDQII_2 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.269
## ASDQII_3 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_4 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_5 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_6 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_7 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_8 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_9 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_10 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_11 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_12 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_13 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_14 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_15 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_16 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_17 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_18 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_19 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_20 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_3 ASDQII_4 ASDQII_5 ASDQII_6 ASDQII_7 ASDQII_8 ASDQII_9
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3 0.240
## ASDQII_4 0.000 0.306
## ASDQII_5 0.000 0.000 0.275
## ASDQII_6 0.000 0.000 0.000 0.197
## ASDQII_7 0.000 0.000 0.000 0.000 0.180
## ASDQII_8 0.000 0.000 0.000 0.000 0.000 0.148
## ASDQII_9 0.000 0.000 0.000 0.000 0.000 0.000 0.185
## ASDQII_10 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_11 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_12 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_13 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_14 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_15 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_16 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_17 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_18 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_19 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_20 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_10 ASDQII_11 ASDQII_12 ASDQII_13 ASDQII_14 ASDQII_15
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3
## ASDQII_4
## ASDQII_5
## ASDQII_6
## ASDQII_7
## ASDQII_8
## ASDQII_9
## ASDQII_10 0.178
## ASDQII_11 0.000 0.169
## ASDQII_12 0.000 0.000 0.191
## ASDQII_13 0.000 0.000 0.000 0.191
## ASDQII_14 0.000 0.000 0.000 0.000 0.191
## ASDQII_15 0.000 0.000 0.000 0.000 0.000 0.202
## ASDQII_16 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_17 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_18 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_19 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_20 0.000 0.000 0.000 0.000 0.000 0.000
## ASDQII_16 ASDQII_17 ASDQII_18 ASDQII_19 ASDQII_20
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3
## ASDQII_4
## ASDQII_5
## ASDQII_6
## ASDQII_7
## ASDQII_8
## ASDQII_9
## ASDQII_10
## ASDQII_11
## ASDQII_12
## ASDQII_13
## ASDQII_14
## ASDQII_15
## ASDQII_16 0.304
## ASDQII_17 0.000 0.269
## ASDQII_18 0.000 0.000 0.275
## ASDQII_19 0.000 0.000 0.000 0.318
## ASDQII_20 0.000 0.000 0.000 0.000 0.294
##
## $psi
## FlngPN Ftrgls Englsh Math Scienc Sbjcts
## FeelingPurposeNow 1.000
## Futuregoals 0.910 1.000
## English 0.181 0.171 1.000
## Math 0.144 0.139 0.236 1.000
## Science 0.123 0.122 0.401 0.519 1.000
## Subjects 0.168 0.158 0.683 0.692 0.701 1.000
##
## $nu
## intrcp
## APSI_1 3.092
## APSI_2 3.485
## APSI_5 3.939
## APSI_4 3.227
## APSI_7 3.407
## APSI_8 3.151
## ASDQII_1 3.839
## ASDQII_2 3.636
## ASDQII_3 3.726
## ASDQII_4 3.580
## ASDQII_5 3.560
## ASDQII_6 2.826
## ASDQII_7 2.756
## ASDQII_8 2.762
## ASDQII_9 2.750
## ASDQII_10 2.936
## ASDQII_11 3.189
## ASDQII_12 3.096
## ASDQII_13 2.979
## ASDQII_14 3.086
## ASDQII_15 3.045
## ASDQII_16 3.747
## ASDQII_17 3.826
## ASDQII_18 3.996
## ASDQII_19 3.907
## ASDQII_20 3.804
##
## $alpha
## intrcp
## FeelingPurposeNow 0
## Futuregoals 0
## English 0
## Math 0
## Science 0
## Subjects 0fitted(discriminantASDQII.fit)## $cov
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 ASDQII_1 ASDQII_2
## APSI_1 1.447
## APSI_2 0.923 1.245
## APSI_5 0.763 0.661 1.102
## APSI_4 0.934 0.809 0.668 1.406
## APSI_7 0.847 0.734 0.606 0.897 1.285
## APSI_8 0.938 0.813 0.671 0.993 0.901 1.462
## ASDQII_1 0.194 0.168 0.139 0.176 0.159 0.176 1.383
## ASDQII_2 0.192 0.166 0.137 0.174 0.158 0.175 1.063 1.440
## ASDQII_3 0.195 0.169 0.140 0.177 0.161 0.178 1.082 1.072
## ASDQII_4 0.191 0.166 0.137 0.174 0.157 0.174 1.061 1.050
## ASDQII_5 0.196 0.170 0.140 0.178 0.161 0.178 1.086 1.076
## ASDQII_6 0.195 0.169 0.140 0.182 0.165 0.183 0.321 0.318
## ASDQII_7 0.200 0.173 0.143 0.187 0.169 0.187 0.329 0.326
## ASDQII_8 0.204 0.177 0.146 0.190 0.173 0.191 0.336 0.332
## ASDQII_9 0.196 0.170 0.140 0.183 0.166 0.183 0.322 0.319
## ASDQII_10 0.193 0.167 0.138 0.180 0.163 0.181 0.318 0.315
## ASDQII_11 0.154 0.134 0.110 0.147 0.133 0.148 0.503 0.498
## ASDQII_12 0.152 0.132 0.109 0.145 0.132 0.146 0.496 0.492
## ASDQII_13 0.160 0.138 0.114 0.153 0.138 0.153 0.522 0.517
## ASDQII_14 0.154 0.133 0.110 0.147 0.133 0.147 0.502 0.497
## ASDQII_15 0.154 0.134 0.110 0.147 0.134 0.148 0.504 0.499
## ASDQII_16 0.169 0.147 0.121 0.153 0.139 0.154 0.692 0.685
## ASDQII_17 0.171 0.148 0.122 0.155 0.140 0.155 0.699 0.692
## ASDQII_18 0.166 0.144 0.119 0.151 0.137 0.151 0.680 0.674
## ASDQII_19 0.159 0.137 0.113 0.144 0.130 0.144 0.648 0.642
## ASDQII_20 0.168 0.146 0.120 0.152 0.138 0.153 0.688 0.681
## ASDQII_3 ASDQII_4 ASDQII_5 ASDQII_6 ASDQII_7 ASDQII_8 ASDQII_9
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3 1.436
## ASDQII_4 1.069 1.511
## ASDQII_5 1.095 1.073 1.516
## ASDQII_6 0.324 0.317 0.325 2.146
## ASDQII_7 0.332 0.325 0.333 1.767 2.207
## ASDQII_8 0.338 0.332 0.340 1.803 1.848 2.213
## ASDQII_9 0.325 0.318 0.326 1.731 1.774 1.810 2.131
## ASDQII_10 0.320 0.314 0.321 1.707 1.749 1.785 1.714
## ASDQII_11 0.507 0.497 0.509 0.825 0.846 0.863 0.829
## ASDQII_12 0.500 0.490 0.502 0.814 0.834 0.851 0.817
## ASDQII_13 0.526 0.516 0.528 0.856 0.877 0.895 0.859
## ASDQII_14 0.506 0.496 0.508 0.823 0.843 0.861 0.826
## ASDQII_15 0.508 0.498 0.509 0.826 0.846 0.864 0.829
## ASDQII_16 0.698 0.684 0.700 0.889 0.911 0.930 0.893
## ASDQII_17 0.704 0.690 0.707 0.897 0.920 0.939 0.901
## ASDQII_18 0.686 0.672 0.688 0.874 0.896 0.914 0.878
## ASDQII_19 0.653 0.641 0.656 0.833 0.854 0.871 0.836
## ASDQII_20 0.693 0.680 0.696 0.884 0.906 0.924 0.887
## ASDQII_10 ASDQII_11 ASDQII_12 ASDQII_13 ASDQII_14 ASDQII_15
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3
## ASDQII_4
## ASDQII_5
## ASDQII_6
## ASDQII_7
## ASDQII_8
## ASDQII_9
## ASDQII_10 2.056
## ASDQII_11 0.817 1.765
## ASDQII_12 0.806 1.448 1.765
## ASDQII_13 0.847 1.522 1.501 1.952
## ASDQII_14 0.815 1.463 1.443 1.517 1.804
## ASDQII_15 0.818 1.468 1.448 1.523 1.464 1.842
## ASDQII_16 0.880 0.832 0.820 0.862 0.829 0.832
## ASDQII_17 0.889 0.839 0.828 0.870 0.837 0.840
## ASDQII_18 0.865 0.817 0.806 0.848 0.815 0.818
## ASDQII_19 0.825 0.779 0.768 0.808 0.776 0.779
## ASDQII_20 0.875 0.826 0.815 0.857 0.824 0.827
## ASDQII_16 ASDQII_17 ASDQII_18 ASDQII_19 ASDQII_20
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## ASDQII_1
## ASDQII_2
## ASDQII_3
## ASDQII_4
## ASDQII_5
## ASDQII_6
## ASDQII_7
## ASDQII_8
## ASDQII_9
## ASDQII_10
## ASDQII_11
## ASDQII_12
## ASDQII_13
## ASDQII_14
## ASDQII_15
## ASDQII_16 1.375
## ASDQII_17 0.967 1.335
## ASDQII_18 0.941 0.950 1.277
## ASDQII_19 0.897 0.905 0.882 1.231
## ASDQII_20 0.952 0.960 0.935 0.891 1.340
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 ASDQII_1
## 3.719 3.888 4.134 3.827 3.862 3.810 4.514
## ASDQII_2 ASDQII_3 ASDQII_4 ASDQII_5 ASDQII_6 ASDQII_7 ASDQII_8
## 4.364 4.465 4.402 4.383 4.141 4.095 4.109
## ASDQII_9 ASDQII_10 ASDQII_11 ASDQII_12 ASDQII_13 ASDQII_14 ASDQII_15
## 4.015 4.210 4.237 4.113 4.162 4.145 4.132
## ASDQII_16 ASDQII_17 ASDQII_18 ASDQII_19 ASDQII_20
## 4.395 4.420 4.515 4.334 4.404co<-cov2cor(inspect(discriminantASDQII.fit, "coefficients")$psi)
co## FlngPN Ftrgls Englsh Math Scienc Sbjcts
## FeelingPurposeNow 1.000
## Futuregoals 0.910 1.000
## English 0.181 0.171 1.000
## Math 0.144 0.139 0.236 1.000
## Science 0.123 0.122 0.401 0.519 1.000
## Subjects 0.168 0.158 0.683 0.692 0.701 1.000Convergant analysis
data <- read.csv("~/Dropbox/Git/stats/allsurveysYT1_Jan2016.csv", header=T)
View(data)
dput(data)## structure(list(X.1 = 1:1288, Dataset = structure(c(191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L, 191L,
## 191L, 191L, 191L, 191L, 191L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 12L, 15L, 16L, 17L, 18L, 19L, 20L, 21L,
## 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 13L, 14L, 195L, 195L,
## 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L,
## 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L,
## 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L,
## 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L, 195L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L,
## 193L, 193L, 193L, 193L, 193L, 193L, 193L, 193L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
## 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L, 192L,
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## " Julian", "Aaron", "Abbi", "Abby", "Adam ", "Aditya", "Aida",
## "Aksel", "Alby ", "Alec", "Alex", "Alex ", "Alexander", "Alexander ",
## "Alexandra", "Alison", "Amalia", "Amber", "Andre", "andrew",
## "Andrew", "Annaliese", "ANON", "Anthea", "Anthony", "Archie",
## "Ariel", "Arvin", "ash", "Asha", "Astera", "Atabaris", "Augustinous",
## "Barbara", "BDunkel000", "Ben", "Ben ", "Bertie", "Bethany",
## "Bilel", "Bill", "Billy", "Bishoy", "Blake", "Boston", "brenton",
## "Brigit", "Brigitte", "Bryana", "Carly", "Chaniru", "charbel",
## "Charles", "Charlie", "Charlotte", "Charmie", "Chelsea", "Chloe",
## "Christian", "Christopher", "Chuanting", "Cloey", "Codie", "Conglu",
## "Connor", "Connor ", "Conor", "Daanish", "damian", "danial",
## "daniel", "Daniel", "Daniela", "Danielle", "Danna", "david",
## "David", "Deborah", "Declan", "Deklyn", "Dominic ", "Dovi", "Dylan",
## "Eden", "Elaria", "Eli", "Ella", "Elleanor ", "Ellena", "Ellie",
## "ellis", "Emily", "Emma", "Erick", "Ethan", "Etuusa", "Fanbo",
## "Fanjun", "Fergus", "Finbar", "finley", "Finn", "finnbar", "Flynn",
## "Francesca", "Gabby", "Gage", "Garth", "gemma", "George", "Georgia",
## "Gianluca", "gordon", "Hannah", "Harold", "Harrison", "Harry",
## "haziem", "Hector", "Helaina", "Henry", "Hugo", "Hunter", "Imogen",
## "indi", "Indi", "India ", "inigo", "Isabell", "Isabella", "Jack",
## "jackson", "Jacky", "Jacqui", "Jake", "Jamal", "james", "James",
## "Jamie", "Jared", "jayden", "Jayden", "Jean-Claude", "Jeremy",
## "Jesse", "jessica", "jessie", "Jessie", "joe", "Joe", "joel",
## "Joel", "John", "jordan", "Jordan", "Jordyn", "Joseph", "josh",
## "Joshua", "Julia ", "julian", "Julian", "Julio", "kaitlyn", "Katherine",
## "Kathryn", "Kelleigh", "Kendall", "Kevin", "kiara", "Kiara",
## "Kiarna", "Kirstyn", "Koby", "Kristy ", "Kyle", "Lachlan", "Lance",
## "Landon", "lauren", "Lauren", "Leah", "Leigh", "Leila", "Leon",
## "Leopold", "Lewis", "Lewis ", "Lexi", "Liam", "Linden", "Liz",
## "louis", "lucas", "Lucas", "madeline", "madison", "Madison",
## "Mal omak", "malorie", "Maneka", "Manwel", "Marco", "Margaret",
## "marina", "Marina", "Marisa", "Marleen", "Marsil", "massoud",
## "Matt", "Mattan ", "Matteo", "Matthew", "Max", "maxim", "Maximilian",
## "Maya", "megan.clancy", "Mehak", "meina", "melissa", "Mia", "michael",
## "Michael", "Michael ", "mikala", "Mitchell", "monica", "Monica",
## "Monica ", "Morena", "Moriah ", "morris ", "nagi", "Natalia ",
## "natasha", "Nate", "nathan", "Nathan", "Nelson", "Nic", "nicholas",
## "Nick", "nicola", "nicos", "Nikki", "Nikolas", "Nina", "Nisha",
## "Noah", "Ofisa", "Oliver", "Olivia", "osama", "Oscar", "Oska",
## "Paddy", "Pavan", "Pavani", "Penny ", "Pete", "peter", "Peter",
## "Philip ", "raesha", "Raphael", "Rebecca", "Regan", "Remy", "Reta",
## "Riccardo", "richard", "Richard", "Richard ", "Ricky", "Riley",
## "Rob", "Robbie", "Robert", "Roi", "rolf", "Ruben", "Ryan", "Sam",
## "Sam ", "Samuel", "sandra", "Sara", "Sara ", "Sarah", "Sari",
## "Savanna", "Scott", "Sean", "Seongin", "Sharbel ", "siahn", "Simran",
## "Siobhan ", "sjj", "Sol", "sophie", "sophie ", "stephanie", "stephen",
## "Stoli", "Summer", "Tahlia", "Taje", "Tarun ", "Tayla", "Taylor",
## "Ted", "Teigan", "tepene", "Tex", "Thomas", "Thomas ", "Thorne",
## "Tiara", "Tim", "timothy boulos ", "Toby", "Tom", "Travis", "Tyge",
## "Tziporah", "Vanessa", "Weiliang ", "will", "Will", "william",
## "William", "William ", "Xue", "Yarden ", "Yostina", "youssef",
## "Zac", "Zach", "Zack", "ZEINAB"), class = "factor"), Last.Name = structure(c(361L,
## 93L, 28L, 264L, 87L, 56L, 105L, 273L, 167L, 403L, 47L, 68L, 73L,
## 11L, 44L, 45L, 88L, 188L, 94L, 391L, 143L, 256L, 156L, 374L,
## 362L, 272L, 242L, 19L, 279L, 197L, 161L, 122L, 339L, 50L, 260L,
## 101L, 154L, 289L, 252L, 295L, 267L, 75L, 121L, 412L, 228L, 134L,
## 97L, 358L, 119L, 301L, 253L, 48L, 213L, 81L, 203L, 58L, 221L,
## 86L, 193L, 324L, 270L, 36L, 212L, 355L, 71L, 176L, 398L, 195L,
## 400L, 215L, 69L, 1L, 303L, 258L, 194L, 352L, 60L, 62L, 237L,
## 10L, 235L, 224L, 157L, 231L, 96L, 286L, 238L, 168L, 375L, 99L,
## 32L, 222L, 187L, 171L, 207L, 408L, 250L, 265L, 89L, 110L, 144L,
## 276L, 180L, 294L, 85L, 191L, 257L, 82L, 164L, 148L, 7L, 214L,
## 59L, 297L, 282L, 371L, 5L, 392L, 51L, 321L, 192L, 220L, 177L,
## 386L, 153L, 29L, 181L, 327L, 376L, 232L, 354L, 406L, 341L, 230L,
## 41L, 226L, 251L, 186L, 4L, 251L, 43L, 378L, 353L, 313L, 1L, 328L,
## 245L, 326L, 325L, 1L, 1L, 1L, 248L, 248L, 189L, 1L, 1L, 405L,
## 46L, 37L, 198L, 168L, 136L, 381L, 356L, 204L, 316L, 390L, 309L,
## 334L, 1L, 218L, 1L, 283L, 346L, 285L, 127L, 147L, 107L, 239L,
## 155L, 202L, 40L, 317L, 182L, 274L, 104L, 155L, 38L, 331L, 39L,
## 261L, 106L, 83L, 407L, 131L, 287L, 206L, 91L, 14L, 130L, 149L,
## 305L, 409L, 128L, 1L, 150L, 223L, 151L, 15L, 107L, 404L, 305L,
## 25L, 84L, 245L, 365L, 34L, 315L, 150L, 150L, 84L, 255L, 385L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 183L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 369L,
## 280L, 271L, 63L, 140L, 67L, 388L, 329L, 300L, 337L, 347L, 125L,
## 61L, 2L, 16L, 307L, 259L, 76L, 100L, 310L, 332L, 335L, 413L,
## 59L, 137L, 284L, 178L, 210L, 296L, 383L, 77L, 126L, 53L, 66L,
## 138L, 72L, 133L, 78L, 175L, 65L, 142L, 281L, 185L, 357L, 190L,
## 380L, 377L, 6L, 234L, 217L, 291L, 18L, 195L, 345L, 308L, 372L,
## 249L, 95L, 55L, 113L, 379L, 70L, 212L, 90L, 240L, 278L, 170L,
## 54L, 292L, 30L, 393L, 359L, 414L, 18L, 162L, 158L, 118L, 30L,
## 372L, 414L, 54L, 360L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 298L, 319L, 160L, 396L, 343L,
## 49L, 312L, 152L, 349L, 399L, 383L, 184L, 141L, 22L, 216L, 23L,
## 394L, 64L, 373L, 52L, 199L, 350L, 103L, 269L, 299L, 146L, 344L,
## 225L, 330L, 201L, 174L, 393L, 18L, 27L, 211L, 236L, 3L, 1L, 208L,
## 306L, 165L, 42L, 338L, 336L, 367L, 322L, 20L, 24L, 402L, 323L,
## 13L, 139L, 382L, 383L, 98L, 9L, 411L, 163L, 397L, 302L, 172L,
## 135L, 340L, 227L, 254L, 318L, 348L, 117L, 304L, 262L, 389L, 266L,
## 120L, 219L, 196L, 33L, 92L, 209L, 140L, 200L, 263L, 35L, 253L,
## 31L, 241L, 21L, 26L, 368L, 395L, 57L, 159L, 366L, 275L, 277L,
## 1L, 1L, 246L, 384L, 321L, 370L, 351L, 342L, 109L, 311L, 74L,
## 236L, 102L, 169L, 293L, 244L, 111L, 79L, 80L, 108L, 124L, 1L,
## 1L, 205L, 364L, 1L, 112L, 12L, 1L, 179L, 288L, 247L, 144L, 115L,
## 243L, 410L, 1L, 290L, 192L, 35L, 1L, 1L, 116L, 123L, 132L, 21L,
## 333L, 268L, 1L, 320L, 401L, 363L, 229L, 173L, 233L, 314L, 145L,
## 1L, 8L, 166L, 17L, 1L, 387L, 129L, 415L, 336L, 114L, 55L, 244L,
## 1L, 1L, 1L), .Label = c("", " Barlin ", "Abelev", "Abrams", "Akbari",
## "Allen", "Anderson", "ANON", "Antonelli", "Arab", "Archer", "Arndt",
## "Au-Yeung", "Awad", "Ayad", "Baez", "Baildon", "Bailey", "balada-gray",
## "Balaz-Issa", "Banks", "Barry", "Barta", "Bassett", "Basta",
## "Baynham", "Beattie", "Beckham", "beldham-collins ", "Bereny",
## "Berger", "Bernard", "Betar", "Biji", "Blackburn ", "Blackman",
## "Blakeslee", "bolis", "Boulos", "boulos ", "Brackman", "Broekhuizen",
## "Browne", "Buchs", "Bunting", "Burck", "Burns", "Buttigieg",
## "Cahill", "calabro", "camporeale", "Carmody", "Carr", "casey",
## "Cavallaro", "chahine", "Chalik", "Chao", "Chen", "Chesson",
## "Chilchik", "clancy", "Clark", "cole", "Collaery ", "Collins",
## "Compton", "Connolly", "conry", "Constantinou ", "conway", "Cooper",
## "Cosgrave", "Crammond", "Cramp", "Crawford", "Crowe", "Cuccurullo ",
## "Cunio", "Curran", "Cvetkovski", "danishyar", "Dankha", "Daoud",
## "Demartino", "Demos", "Denley", "Di Bon", "Di Donato", "Diamond",
## "dimitri", "Dimopoulos", "djukic", "donnelley", "Doyle ", "Drakos",
## "Duncan", "Dunn", "Durie", "Dymock", "Eden", "Eder", "Edwards",
## "El-Rab", "Elgey", "Escandar", "fahmi", "Fellas", "Feller", "Findley",
## "Fine", "Fishlock", "Flaherty", "Floyd", "Floyd ", "Flynn", "Folden",
## "Fonteyn", "frost", "Frzop", "Ganter", "gapper", "Gardiner",
## "Gates", "Gay", "Geller", "Gentleman", "gerges", "Gerrard", "Gibryal",
## "Girgis", "Glastras", "Glazer", "Glendenning", "Glooger", "Goldstein",
## "Gomel", "Goodlace", "goodman", "Goodman", "Gordon", "Gordos",
## "Grant", "Gray", "Greaves", "Green", "Grinberg", "Grone", "Guirguis",
## "habashy", "Habashy", "Halliday", "Hamilton", "Hanley", "Hanna",
## "Harakos", "harries", "Harris ", "Hart", "Harvey", "Hay", "Hayman",
## "Heath", "Henderson-Leong", "Henry", "Henty-Brown ", "hernady",
## "Hill", "Hinds", "Hirshman", "Holland", "Hoot", "Horn", "hovenden",
## "Howarth", "hoy", "hulme", "Hurwit ", "Hutcheon", "inglis", "Irvine",
## "Jarayseh", "jarred", "Jewell-Tait", "Kagan", "Kamlet", "Kandan-Smith",
## "Karanga", "Karr", "Katz", "kelly", "Kelly", "Kennett", "Kho",
## "Kim", "Kinnaird", "Krampe", "Kreyman", "Lamens", "Langsam",
## "Langsworth", "Latai", "Lavea", "Lawrence", "Lazaris", "Lazic ",
## "leach", "Lee", "lees", "Leung", "Lewin", "Li", "Lim", "little",
## "Lockhart", "Loewy", "Long", "Lucero", "macculloch", "Maestri",
## "Maguire", "Mahmud", "Mal Ahlak", "maltby", "Maples", "Markowitz",
## "marr", "Marsh", "Martin", "Mason", "masters", "mauthe", "Mayo",
## "Mcarthur", "McDonald", "McGrath", "mckay", "McMillan", "Medhat Hanna",
## "Meng", "Merson", "Mertens", "Messenger", "Meyer", "Michael",
## "milios", "Milios", "Miller", "Mio", "monk", "Mor", "Morden",
## "Morgan", "Morris-Mikardo", "Moussa", "moutter", "murray", "Nakayama",
## "Nandan", "Nangia", "Nazir", "Nettle", "Nettleton", "Neville",
## "newell", "Ng", "Nicholson", "North", "Norton", "Nowacka", "O'Leary",
## "odonnell", "OLOMEY", "oraha", "Orfanos", "paine", "Pardey",
## "Park", "Parker-Hull", "Pasternak", "Pattison ", "Paul", "Paz Muniz",
## "Peisah", "pelaez", "Pelin", "Philips", "Phillipa", "Phillips1",
## "Pinnegar", "Pires", "pistilli", "Plater", "Pope", "Pradeep",
## "Prichard", "Pun", "Purcell", "Pysden", "Qi", "Raja", "Rastogi",
## "Ratnayake", "Reynolds", "Riad", "Rich", "Ricky Gonzalez", "Riley",
## "Risendal", "Roberts", "Romeo", "Ross-Rowan", "Rothman", "Round",
## "Saad", "Sack", "Sadik", "Salvaggio", "Sanger", "Sant", "Saunders",
## "Savvas", "Schiller", "Sedara", "Senkfor", "Senkfor ", "Serwadda",
## "Sewald", "Shafir", "Shapiro", "Shenouda ", "Shkolnik", "Shutes",
## "Siegrist", "silove", "Sinclair", "Singleton", "Sleight", "smith",
## "Smith", "Smithling", "Smouha-Ho", "Soerensen", "Sohn", "Song",
## "Sorenson", "Speller - Kearnan", "spinak", "Spira", "Sprague",
## "Stamell", "Stani", "Stauffer", "Stern", "Storath", "Stoveall",
## "Strang", "Subramaniam", "swinton", "Swinton", "taaka tekaute",
## "tamrakar", "Tang", "Tasker", "tawedrous", "tearle", "Ternezis",
## "Thaxter", "Tolkin", "Tsakiris", "Ukmed", "Ulis", "Ulm", "urquhart",
## "van Doorene", "Vang", "vassiliev", "Vigil", "Vougdis", "Wachman",
## "Waldstreicher", "Walker", "Wang", "Wardma", "Wasif", "waters",
## "Watson", "Weiner-Angelopulo", "Weir", "Weujers", "whiting",
## "Wilson", "Wong", "Wood", "Woollard", "Worden", "Worthington",
## "wright", "Wright", "Xiong", "Xu", "Xuereb", "xweu", "Yassa",
## "Yedidya", "Yedidya ", "yousif", "YouWillNeverKnow", "yowakem",
## "Yu", "Zarfati", "zhang", "Zhang ", "Zhao", "Zust"), class = "factor"),
## Gender = c(1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L,
## 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L,
## 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L,
## 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L,
## 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L,
## 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L,
## 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L,
## 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L,
## 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L,
## 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, NA, 1L, 1L,
## 2L, 2L, NA, NA, NA, 1L, 1L, 2L, NA, NA, 2L, 2L, 1L, 1L, 1L,
## 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, NA, 2L, NA, 2L, 2L, 1L, 2L,
## 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L,
## 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, NA, 1L,
## 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L,
## 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L,
## 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L,
## 1L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L,
## 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L,
## 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 1L,
## 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L,
## 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L,
## 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L,
## 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L,
## 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L,
## 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L,
## 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L,
## 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L,
## 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L,
## 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L,
## 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 2L,
## 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L,
## 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L,
## 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L,
## 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L,
## 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L,
## 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L,
## 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L,
## 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L,
## 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, NA, 1L, NA, 2L, 1L, 1L,
## 1L, NA, 1L, 2L, NA, 1L, 2L, 2L, NA, 1L, NA, 2L, NA, 1L, 2L,
## NA, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, NA, 1L,
## NA, 2L, NA, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, NA, NA,
## 2L, NA, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, NA, 1L,
## 1L, NA, 2L, 2L, 2L, NA, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L,
## 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L,
## 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L,
## 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, NA,
## 2L, 1L, 2L, 2L, 2L, 2L, 1L, NA, 2L, 2L, 1L, 2L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L,
## 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L,
## 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L,
## 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L,
## 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 2L,
## 1L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, NA, NA,
## NA, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 2L,
## 1L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, NA, NA, 1L, 1L, 2L, 1L,
## 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, NA,
## 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
## 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L,
## 2L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L,
## 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L,
## 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L,
## 2L, 1L, 1L, 1L, 2L, 1L, 2L, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, NA, 1L, 1L, 1L, NA,
## 1L, 1L, NA, 1L, 1L, 1L, 1L, 1L, 1L, 1L, NA, 1L, 1L, 1L, 1L,
## NA, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, NA, 1L, 1L, 1L, NA, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, NA,
## NA), Age = c(11L, 12L, 11L, 11L, 12L, 11L, 11L, 12L, 11L,
## 11L, 12L, 11L, 12L, 12L, 12L, 12L, 11L, 12L, 11L, 11L, 11L,
## 11L, 11L, 11L, 12L, 11L, 11L, 11L, 12L, 11L, 11L, 11L, 14L,
## 11L, 12L, 11L, 11L, 12L, 12L, 11L, 11L, 11L, 11L, 12L, 11L,
## 11L, 11L, 12L, 11L, 12L, 1L, 12L, 11L, 14L, 11L, 11L, 11L,
## 12L, 11L, 12L, 11L, 12L, 11L, 11L, 11L, 11L, 11L, 12L, 11L,
## 11L, 11L, 11L, 12L, 11L, 11L, 11L, 12L, 11L, 11L, 11L, 11L,
## 11L, 12L, 11L, 12L, 11L, 11L, 11L, 11L, 12L, 11L, 12L, 11L,
## 11L, 12L, 12L, 11L, 11L, 11L, 12L, 12L, 11L, 14L, 12L, 11L,
## 11L, 12L, 11L, 11L, 11L, 14L, 12L, 12L, 12L, 11L, 14L, 12L,
## 11L, 11L, 12L, 11L, 11L, 11L, 12L, 12L, 11L, 11L, 11L, 5L,
## 4L, 6L, 5L, 3L, 3L, 2L, 5L, 3L, 4L, 4L, 3L, 7L, 4L, 5L, 6L,
## NA, 5L, 6L, 4L, 3L, NA, NA, NA, 5L, 3L, 4L, NA, NA, 4L, 5L,
## 5L, 2L, 4L, 5L, 3L, 5L, 7L, 3L, 5L, 5L, 5L, NA, 7L, NA, 8L,
## 9L, 8L, 9L, 5L, 10L, 11L, 11L, 10L, 9L, 11L, 11L, 11L, 10L,
## 10L, 11L, 11L, 10L, 10L, 11L, 10L, 11L, 10L, 10L, 9L, 9L,
## 11L, 9L, 11L, 11L, 9L, 7L, NA, 10L, 1L, 10L, 10L, 10L, 11L,
## 11L, 11L, 10L, 11L, 8L, 10L, 10L, 10L, 10L, 10L, 11L, 11L,
## 7L, 6L, 9L, 7L, 7L, 7L, 6L, 8L, 9L, 7L, 7L, 7L, 7L, 7L, 1L,
## 5L, 6L, 10L, 4L, 6L, 6L, 9L, 9L, 10L, 8L, 7L, 6L, 7L, 10L,
## 6L, 10L, 5L, 6L, 7L, 7L, 10L, 7L, 8L, 7L, 8L, 8L, 8L, 9L,
## 7L, 8L, 8L, 8L, 6L, 9L, 8L, 7L, 7L, 8L, 8L, 7L, 9L, 9L, 8L,
## 7L, 7L, 10L, 9L, 6L, 9L, 8L, 8L, 9L, 10L, 10L, 5L, 7L, 8L,
## 10L, 1L, 7L, 9L, 9L, 7L, 7L, 7L, 9L, 8L, 7L, 8L, 6L, 6L,
## 6L, 6L, 7L, 7L, 9L, 8L, 6L, 9L, 9L, 10L, 7L, 8L, 8L, 9L,
## 10L, 8L, 6L, 9L, 8L, 10L, 7L, 3L, 9L, 10L, 9L, 6L, 6L, 5L,
## 6L, 6L, 10L, 5L, 9L, 10L, 8L, 7L, 5L, 10L, 9L, 6L, 4L, 6L,
## 8L, 8L, 8L, 9L, 6L, 7L, 7L, 7L, 6L, 2L, 7L, 8L, 9L, 10L,
## 7L, 2L, 8L, 9L, 5L, 7L, 8L, 6L, 7L, 9L, 9L, 9L, 7L, 9L, 10L,
## 9L, 10L, 8L, 10L, 7L, 8L, 9L, 10L, 7L, 7L, 9L, 8L, 9L, 7L,
## 6L, 10L, 10L, 6L, 12L, 10L, 10L, 6L, 9L, 8L, 10L, 10L, 9L,
## 7L, 9L, 8L, 10L, 9L, 8L, 8L, 8L, 7L, 8L, 8L, 1L, 9L, 9L,
## 8L, 1L, 8L, 9L, 7L, 10L, 8L, 8L, 7L, 6L, 7L, 10L, 7L, 7L,
## 7L, 7L, 6L, 6L, 9L, 10L, 6L, 7L, 9L, 6L, 9L, 9L, 10L, 8L,
## 8L, 7L, 8L, 8L, 1L, 3L, 9L, 8L, 7L, 8L, 7L, 9L, 8L, 8L, 8L,
## 7L, 8L, 9L, 10L, 8L, 8L, 10L, 8L, 6L, 7L, 7L, 10L, 8L, 7L,
## 8L, 8L, 6L, 8L, 9L, 7L, 1L, 8L, 6L, 5L, 10L, 6L, 1L, 7L,
## 6L, 6L, 9L, 6L, 5L, 7L, 6L, 8L, 4L, 7L, 8L, 7L, 8L, 5L, 7L,
## 7L, 7L, 8L, 7L, 9L, 7L, 4L, 8L, 7L, 8L, 6L, 7L, 7L, 10L,
## 9L, 6L, 8L, 9L, 6L, 9L, 7L, 8L, 10L, 8L, 7L, 8L, 7L, 7L,
## 9L, 8L, 5L, 8L, 6L, 7L, 9L, 8L, 8L, 8L, 6L, 9L, 6L, 8L, 6L,
## 10L, 6L, 6L, 9L, 8L, 8L, 7L, 7L, 8L, 8L, 10L, 5L, 9L, 8L,
## 8L, 8L, 8L, 7L, 7L, 10L, 7L, 7L, 8L, 10L, 8L, 9L, 9L, 8L,
## 10L, 7L, 8L, 7L, 8L, 9L, 9L, 9L, 8L, 7L, 9L, 9L, 2L, 10L,
## 10L, 8L, 10L, 9L, 7L, 7L, 6L, 6L, 8L, 6L, 7L, 7L, 8L, 7L,
## 9L, 6L, 7L, 8L, 9L, 9L, 8L, 7L, 8L, 10L, 7L, 10L, 6L, 6L,
## 8L, 8L, 8L, 7L, 7L, 6L, 6L, 6L, 4L, 5L, 5L, 6L, 5L, 6L, 6L,
## 5L, 5L, 5L, 7L, 7L, 6L, 6L, 6L, 6L, 7L, 7L, 6L, 6L, 5L, 4L,
## 5L, 6L, 5L, 6L, 7L, 6L, 7L, 6L, 7L, 6L, 7L, 8L, 8L, 8L, 8L,
## NA, 5L, NA, 9L, 7L, 8L, 7L, NA, 7L, 7L, NA, 8L, 8L, 8L, NA,
## 1L, NA, 8L, NA, 10L, 7L, NA, 8L, 10L, 8L, 10L, 9L, 8L, 8L,
## 8L, 8L, 9L, 10L, 7L, NA, 8L, NA, 8L, NA, 7L, 7L, 7L, 8L,
## 7L, 10L, 8L, 8L, 10L, 6L, NA, NA, 8L, NA, 6L, 7L, 7L, 7L,
## 8L, 8L, 7L, 8L, 10L, 9L, 7L, NA, 9L, 8L, NA, 7L, 8L, 8L,
## NA, 9L, 6L, 6L, 9L, 8L, 8L, 9L, 8L, 7L, 8L, 6L, 8L, 7L, 6L,
## 6L, 7L, 9L, 9L, 10L, 9L, 10L, 9L, 9L, 8L, 7L, 8L, 9L, 6L,
## 6L, 6L, 7L, 6L, 6L, 7L, 5L, 7L, 5L, 6L, 6L, 6L, 7L, 7L, 6L,
## 6L, 6L, 7L, 8L, 5L, 7L, 6L, 5L, 1L, 7L, 6L, 5L, 6L, 6L, 4L,
## 6L, 5L, 6L, 5L, 7L, 7L, 7L, 7L, 5L, 6L, NA, 6L, 6L, 6L, 8L,
## 6L, 7L, 6L, NA, 7L, 6L, 9L, 6L, 9L, 6L, 6L, 6L, 5L, 7L, 7L,
## 5L, 6L, 8L, 7L, 7L, 7L, 7L, 6L, 7L, 6L, 5L, 5L, 7L, 6L, 8L,
## 6L, 4L, 6L, 7L, 5L, 5L, 6L, 9L, 9L, 8L, 7L, 8L, 8L, 8L, 7L,
## 10L, 5L, 6L, 6L, 8L, 5L, 6L, 8L, 7L, 5L, 6L, 5L, 5L, 7L,
## 9L, 4L, 9L, 9L, 9L, 8L, 10L, 9L, 8L, 9L, 7L, 6L, 7L, 9L,
## 8L, 8L, 13L, 9L, 9L, 10L, 10L, 10L, 11L, 7L, 9L, 10L, 8L,
## 8L, 9L, 10L, 8L, 6L, 9L, 9L, 7L, 9L, 7L, 10L, 10L, 9L, NA,
## NA, NA, 10L, 10L, 7L, 8L, 7L, 7L, 9L, 9L, 9L, 8L, 9L, 9L,
## 7L, 8L, 9L, 6L, 10L, 8L, 8L, 9L, 9L, 9L, 10L, NA, NA, 8L,
## 9L, 9L, 10L, 6L, 10L, 7L, 10L, 10L, 8L, 10L, 10L, 9L, 9L,
## 9L, 9L, 9L, 9L, NA, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 11L, 10L, 11L, 10L, 10L, 11L, 11L, 10L, 10L, 11L, 11L,
## 10L, 10L, 10L, 11L, 10L, 10L, 10L, 10L, 11L, 10L, 11L, 10L,
## 11L, 11L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 11L, 2L, 10L,
## 10L, 10L, 11L, 10L, 10L, 10L, 11L, 11L, 10L, 11L, 10L, 10L,
## 11L, 10L, 10L, 10L, 10L, 11L, 10L, 10L, 10L, 10L, 10L, 11L,
## 10L, 10L, 10L, 11L, 10L, 11L, 9L, 10L, 10L, 10L, 10L, 10L,
## 11L, 11L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 11L, 11L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 11L, 10L, 10L, 10L, 9L, 10L, 11L, 11L, 10L, 10L, 10L,
## 10L, 10L, 11L, 11L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 11L, 11L, 10L, 10L, 10L, 11L, 11L, 10L, 10L,
## 10L, 10L, 10L, 11L, 10L, 10L, 10L, 11L, 10L, 10L, 11L, 11L,
## 10L, 10L, 10L, 11L, 10L, 10L, 10L, 9L, 10L, 10L, 10L, 10L,
## 10L, 11L, 10L, 10L, 10L, 10L, 11L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 11L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 11L, 11L, 11L, 10L, 10L,
## 10L, 10L, 10L, 10L, NA, 9L, 10L, 10L, NA, 1L, 9L, NA, 10L,
## 10L, 10L, 1L, 10L, 10L, 10L, NA, 10L, 10L, 11L, 10L, NA,
## 10L, 10L, 11L, 10L, 10L, 11L, 10L, 10L, 9L, 9L, 11L, 11L,
## 11L, 10L, 10L, NA, 9L, 10L, 10L, NA, 10L, 10L, 10L, 11L,
## 10L, 10L, 9L, 10L, NA, NA), Grade = c(9L, 9L, 9L, 9L, 9L,
## 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
## 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
## 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
## 10L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
## 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
## 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
## 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
## 9L, 9L, 9L, 9L, 9L, 9L, 12L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
## 9L, 9L, 9L, 9L, 9L, 10L, 10L, 12L, 12L, 9L, 7L, 7L, 10L,
## 9L, 9L, 10L, 9L, 12L, 9L, 10L, 12L, NA, 10L, 12L, 9L, 9L,
## NA, NA, NA, 10L, 9L, 9L, NA, NA, 10L, 10L, 10L, 7L, 9L, 10L,
## 8L, 10L, 12L, 9L, 10L, 10L, 10L, NA, 12L, NA, 12L, 12L, 9L,
## 12L, 12L, 11L, 10L, 10L, 10L, 11L, 10L, 10L, 10L, 10L, 11L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 11L, 11L, 10L, 10L,
## 11L, 10L, 10L, 11L, 11L, NA, 11L, 12L, 11L, 11L, 10L, 10L,
## 10L, 10L, 11L, 10L, 11L, 10L, 11L, 11L, 11L, 10L, 10L, 10L,
## 12L, 12L, 10L, 12L, 12L, 12L, 12L, 11L, 10L, 12L, 12L, 12L,
## 12L, NA, NA, NA, 12L, 9L, 11L, NA, 12L, 10L, 9L, 9L, 11L,
## 12L, NA, 12L, 9L, 12L, 9L, NA, NA, 12L, 11L, 9L, 10L, 10L,
## 12L, 11L, 11L, 11L, 10L, 12L, 10L, 11L, 11L, 12L, 9L, 11L,
## 12L, 11L, 11L, 11L, 11L, NA, 10L, 11L, 12L, 12L, 9L, 10L,
## 12L, 9L, 11L, 10L, 11L, 9L, 9L, 11L, 11L, 11L, 9L, NA, 12L,
## 9L, 10L, 12L, 11L, 12L, 10L, 11L, 11L, 9L, 12L, 10L, NA,
## NA, 12L, 11L, 9L, 11L, 12L, 9L, 10L, 9L, 12L, 10L, 11L, 10L,
## 9L, 11L, 11L, 9L, 11L, 9L, 11L, 11L, 10L, 9L, 10L, 12L, 11L,
## 12L, 12L, 12L, 9L, 12L, 9L, 9L, 10L, 12L, 11L, NA, 10L, 12L,
## 10L, 11L, 10L, NA, 11L, 9L, 12L, 10L, 12L, 12L, 9L, NA, 12L,
## 11L, 9L, 9L, 12L, NA, 11L, 10L, NA, 12L, 11L, 12L, NA, 10L,
## 9L, 9L, 11L, 10L, 9L, 10L, 9L, 10L, 9L, 12L, 11L, 10L, 9L,
## 11L, 12L, 9L, 11L, 10L, 11L, 12L, 9L, 9L, NA, 9L, 9L, 9L,
## NA, 11L, 11L, 9L, 9L, 9L, 12L, 10L, 11L, 9L, 10L, 11L, 11L,
## 10L, 11L, 10L, 11L, NA, 10L, 9L, 10L, 11L, 11L, 10L, 11L,
## 9L, 10L, 10L, 11L, NA, 12L, 9L, 11L, 11L, 10L, 12L, NA, NA,
## 9L, 9L, 12L, 12L, 10L, 12L, 10L, 10L, 9L, 11L, 10L, 12L,
## 11L, 10L, NA, 10L, 10L, 11L, 12L, 12L, 10L, 10L, 10L, 11L,
## 11L, 12L, 11L, 10L, 10L, 11L, 11L, 9L, 10L, 12L, 12L, 12L,
## 9L, 11L, 12L, 11L, 11L, 12L, 11L, 9L, 12L, 11L, 11L, NA,
## NA, 9L, 12L, NA, NA, 12L, 12L, NA, 12L, 12L, 12L, 12L, 11L,
## 12L, 11L, 10L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 11L, 10L,
## 11L, 12L, 11L, 11L, 10L, 11L, 11L, 10L, 9L, 10L, 12L, 11L,
## 10L, 12L, 9L, 12L, 10L, 9L, 10L, 12L, 9L, 11L, 10L, 9L, 10L,
## 12L, 11L, 10L, 11L, 10L, 10L, 11L, 10L, 12L, 9L, 12L, 11L,
## 12L, 9L, 12L, 11L, 10L, 10L, 10L, 11L, 11L, 10L, 11L, 9L,
## 12L, 10L, 10L, 10L, 11L, 11L, 10L, 11L, 9L, 12L, NA, 11L,
## 9L, 10L, 10L, 9L, 10L, 9L, 11L, 11L, 11L, 10L, NA, 10L, NA,
## NA, 11L, 10L, NA, 10L, 9L, 9L, 9L, 9L, 10L, NA, 11L, 12L,
## 12L, 11L, 12L, 12L, 12L, NA, 12L, 10L, 12L, 11L, 9L, 10L,
## 9L, 10L, 12L, 11L, 9L, 11L, 9L, 12L, 12L, 10L, 10L, 9L, 12L,
## 12L, 10L, 11L, 12L, 11L, 12L, 12L, 12L, 12L, 12L, 10L, 12L,
## 12L, 12L, 11L, 10L, 12L, 10L, 12L, 11L, 12L, 11L, 12L, 10L,
## 12L, 12L, 12L, 12L, 11L, 12L, 11L, 12L, 12L, 10L, 11L, 12L,
## 11L, 11L, 11L, 11L, 11L, NA, NA, NA, 10L, 11L, 11L, NA, NA,
## 12L, 12L, NA, 11L, 12L, 11L, NA, 10L, NA, 11L, NA, 9L, 12L,
## NA, 10L, 9L, NA, 9L, 10L, 10L, 11L, 9L, 11L, 9L, 9L, 12L,
## NA, 10L, NA, 11L, NA, 12L, 12L, 12L, 11L, 12L, 9L, 11L, 11L,
## 9L, 12L, NA, NA, 11L, NA, 11L, 9L, 9L, 12L, 11L, 11L, NA,
## 11L, 9L, 10L, 10L, NA, 10L, 11L, NA, 12L, 11L, 11L, NA, 9L,
## 12L, 12L, 9L, 12L, 12L, 10L, 9L, 11L, 11L, 12L, 11L, 12L,
## 12L, 12L, 12L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 10L, 12L, 12L,
## 9L, 12L, 12L, 12L, 11L, 12L, 10L, 12L, 12L, 12L, 12L, 12L,
## 10L, 12L, 11L, 12L, 12L, 12L, 10L, 12L, 12L, 12L, 11L, 11L,
## 12L, 12L, 11L, 12L, 12L, 12L, 11L, 12L, 11L, 12L, 12L, 11L,
## 11L, 9L, 11L, 11L, 12L, 10L, NA, 10L, 11L, 12L, 10L, 12L,
## 12L, 11L, NA, 11L, 12L, 10L, 12L, 10L, 11L, 11L, 10L, 12L,
## 11L, 11L, 10L, 12L, 10L, 12L, 12L, 11L, 9L, 10L, 11L, 11L,
## 12L, 11L, 11L, 10L, 12L, 12L, 12L, 10L, 11L, 11L, 12L, 12L,
## 11L, 9L, 11L, 12L, 11L, 10L, 11L, 11L, 9L, 12L, 12L, 12L,
## 10L, 12L, 12L, 12L, 12L, 11L, 11L, 12L, 11L, 12L, 10L, 12L,
## 11L, 10L, 11L, 11L, 10L, 9L, 10L, 9L, 11L, 12L, 9L, 10L,
## 11L, 10L, 9L, 10L, 10L, 10L, 10L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## NA, 9L, 10L, 10L, NA, 10L, 10L, NA, 10L, 10L, 10L, 10L, 10L,
## 10L, 10L, NA, 10L, 10L, 10L, 10L, NA, 10L, 10L, 10L, 10L,
## 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, NA,
## 10L, 10L, 10L, NA, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
## NA, NA), ASDQII_1 = c(5L, 5L, 6L, 5L, 6L, 1L, 1L, 6L, 5L,
## 6L, 4L, 5L, 5L, 4L, 4L, 4L, 4L, 6L, 4L, 5L, 5L, 5L, 6L, 5L,
## 5L, 6L, 6L, 5L, 4L, 6L, 5L, 5L, 3L, 5L, 4L, 5L, 5L, 4L, 5L,
## 5L, 5L, 5L, 4L, 4L, 5L, 3L, 5L, 6L, 3L, 5L, 4L, 5L, 5L, 6L,
## 5L, 4L, 6L, 4L, 6L, 5L, 5L, 5L, 4L, 3L, 3L, 5L, 4L, 4L, 3L,
## 3L, 4L, 4L, 2L, 5L, 2L, 3L, 3L, 4L, 3L, 3L, 5L, 4L, 6L, 4L,
## 6L, 5L, 5L, 5L, 6L, 5L, 4L, 5L, 5L, 5L, 5L, 6L, 2L, 4L, 2L,
## 5L, 5L, 3L, 4L, 4L, 5L, 3L, 4L, 4L, 6L, 2L, 5L, 4L, 2L, 2L,
## 6L, 1L, 6L, 6L, 3L, 5L, 4L, 6L, 6L, 6L, 3L, 6L, 6L, 6L, 6L,
## 5L, 4L, 5L, 5L, 5L, 5L, 4L, 6L, 5L, 6L, 6L, 6L, 6L, 4L, 5L,
## NA, 4L, 5L, 6L, 5L, NA, NA, NA, 6L, 5L, 5L, NA, NA, 4L, 5L,
## 3L, 6L, 5L, 3L, 6L, 6L, 6L, 6L, 6L, 6L, 5L, NA, 5L, NA, 6L,
## 5L, 4L, 5L, 6L, 3L, 4L, 5L, 5L, 5L, 6L, 2L, 4L, 5L, 4L, 4L,
## 3L, 6L, 6L, 6L, 4L, 4L, 4L, 4L, 5L, 5L, 3L, 5L, 3L, 4L, 4L,
## 5L, NA, NA, 1L, 4L, 4L, 4L, 5L, NA, 6L, 5L, 3L, 4L, 4L, 4L,
## 4L, 4L, NA, 5L, 3L, 6L, 5L, 4L, 6L, 5L, 6L, 6L, 5L, 6L, 6L,
## 4L, 5L, 5L, NA, NA, NA, 3L, 6L, 6L, NA, 5L, 4L, 5L, 3L, 6L,
## 6L, NA, 5L, 2L, 3L, 6L, NA, NA, 6L, 5L, 6L, 3L, 6L, 6L, 5L,
## 6L, 4L, 4L, 5L, 4L, 5L, 6L, 1L, 6L, 5L, 4L, 6L, 6L, 4L, 3L,
## NA, 5L, 5L, 5L, 5L, 4L, 6L, 4L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
## 6L, 6L, 4L, NA, 1L, 5L, 4L, 6L, 4L, 4L, 3L, 5L, 5L, 4L, 4L,
## 5L, NA, NA, 5L, 5L, 5L, 3L, 3L, 4L, 5L, 6L, 5L, 6L, 6L, 4L,
## 4L, 3L, 1L, 4L, 5L, 3L, 6L, 5L, 4L, 4L, 4L, 5L, 4L, 4L, 4L,
## 5L, 4L, 3L, 6L, 4L, 5L, 4L, 2L, NA, 4L, 5L, 4L, 6L, 5L, NA,
## 4L, 3L, 6L, 6L, 6L, 6L, 5L, NA, 6L, 5L, 5L, 5L, 6L, NA, 5L,
## 6L, NA, 6L, 5L, 4L, NA, 6L, 6L, 6L, 5L, 5L, 6L, 6L, 6L, 6L,
## 5L, 6L, 5L, 5L, 6L, 4L, 1L, 5L, 6L, 6L, 1L, 5L, 6L, 5L, NA,
## 6L, 3L, 6L, NA, 6L, 2L, 6L, 6L, 6L, 6L, 3L, 4L, 6L, 6L, 6L,
## 5L, 3L, 5L, 6L, 5L, NA, 6L, 5L, 5L, 5L, 4L, 6L, 6L, 6L, 5L,
## 4L, 6L, NA, 5L, 6L, 4L, 6L, 5L, 6L, NA, NA, 5L, 2L, 5L, 6L,
## 6L, 5L, 6L, 6L, 4L, 6L, 5L, 5L, 5L, 1L, NA, 4L, 5L, 5L, 6L,
## 5L, 5L, 5L, 3L, 6L, 6L, 6L, 5L, 5L, 6L, 5L, 5L, 6L, 6L, 6L,
## 5L, 6L, 5L, 3L, 4L, 5L, 2L, 4L, 4L, 6L, 5L, 3L, 5L, NA, NA,
## 5L, 3L, NA, NA, 5L, 6L, NA, 5L, 3L, 6L, 3L, 3L, 3L, 5L, 2L,
## 3L, 5L, 3L, 5L, 4L, 5L, 5L, 6L, 5L, 4L, 3L, 6L, 3L, 3L, 6L,
## 5L, 4L, 5L, 3L, 6L, 5L, 4L, 5L, 5L, 5L, 3L, 3L, 4L, 4L, 3L,
## 5L, 5L, 1L, 3L, 4L, 4L, 4L, 5L, 5L, 4L, 6L, 4L, 4L, 4L, 6L,
## 3L, 5L, 3L, 4L, 5L, 5L, 6L, 5L, 6L, 5L, 6L, 5L, 5L, 5L, 3L,
## 4L, 6L, 4L, 4L, 1L, 4L, 5L, 2L, NA, 3L, 6L, 6L, 2L, 4L, 6L,
## 5L, 4L, 6L, 3L, 6L, NA, 4L, NA, NA, 6L, 5L, NA, 4L, 4L, 5L,
## 3L, 6L, 4L, NA, 6L, 4L, 6L, 4L, 4L, 2L, 4L, NA, 4L, 6L, 5L,
## 6L, 4L, 4L, 5L, 5L, 6L, 5L, 5L, 4L, 3L, 4L, 5L, 4L, 4L, 5L,
## 6L, 3L, 5L, 5L, 5L, 6L, 4L, 5L, 2L, 5L, 4L, 3L, 5L, 4L, 6L,
## 4L, 5L, 4L, 5L, 5L, 4L, 5L, 4L, 5L, 3L, 5L, 6L, 5L, 4L, 4L,
## 3L, 4L, 3L, 5L, 4L, 4L, 6L, 4L, 2L, 3L, 5L, 5L, NA, NA, NA,
## 6L, 5L, 2L, NA, NA, 5L, NA, NA, 6L, 5L, 1L, NA, 5L, NA, 3L,
## NA, 5L, 6L, NA, 2L, 4L, NA, 6L, 5L, 6L, 5L, 5L, 5L, 4L, 6L,
## 5L, NA, 4L, NA, 1L, NA, 6L, 5L, 6L, 5L, 4L, 3L, NA, NA, 4L,
## NA, NA, NA, 4L, NA, NA, 6L, 5L, 3L, NA, 4L, NA, NA, NA, 6L,
## NA, NA, 6L, 4L, NA, 5L, 6L, 3L, NA, 1L, 6L, 5L, 3L, 4L, 5L,
## 6L, 3L, 5L, 4L, 6L, 6L, 5L, 5L, 6L, 6L, 6L, 4L, 6L, 5L, 4L,
## 5L, 4L, 6L, 4L, 5L, 2L, 5L, 6L, 5L, 4L, 5L, 3L, 5L, 4L, 4L,
## 4L, 5L, 4L, 4L, 4L, 5L, 5L, 3L, 4L, 1L, 6L, 5L, 6L, 2L, 4L,
## NA, 5L, 5L, 6L, 4L, 5L, 5L, 5L, 6L, 4L, 3L, 4L, 4L, 4L, 4L,
## 5L, 4L, NA, 4L, 4L, 6L, 3L, 6L, 4L, 3L, NA, 3L, 4L, 5L, 3L,
## 4L, 5L, 5L, 3L, 4L, 4L, 5L, 5L, 5L, 2L, 5L, 5L, 5L, 5L, 4L,
## 3L, 5L, 6L, 5L, 3L, 5L, 6L, 3L, 5L, 4L, 5L, 4L, 5L, 3L, 5L,
## 4L, 3L, 4L, 5L, 4L, 3L, 4L, 3L, 4L, 6L, 5L, 5L, 6L, 4L, 6L,
## 6L, 4L, 5L, 4L, 3L, 4L, 5L, 6L, 6L, 5L, 6L, 4L, 5L, 4L, 6L,
## 4L, 4L, 2L, 5L, 1L, 4L, 5L, 5L, 4L, 1L, 4L, 6L, 4L, 3L, 5L,
## 4L, 5L, 5L, 4L, 3L, 5L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 4L, 4L,
## NA, NA, NA, NA, 2L, 3L, 6L, 4L, 4L, 6L, 5L, 4L, 6L, 3L, 3L,
## 6L, 5L, 4L, 4L, 5L, 2L, 5L, 5L, 4L, 4L, 5L, 6L, NA, NA, 2L,
## 5L, 6L, 5L, 5L, 6L, 5L, 5L, 5L, 5L, 5L, 3L, 4L, 5L, 5L, 5L,
## 4L, 6L, NA, 6L, 4L, 5L, 5L, 5L, 4L, 5L, 5L, 5L, 5L, 4L, 4L,
## 6L, 5L, 5L, 5L, 5L, 3L, 4L, 4L, 6L, 6L, 5L, 6L, 5L, 6L, 6L,
## 4L, 6L, 4L, 4L, 4L, 5L, 3L, 6L, 3L, 4L, 5L, 6L, 5L, 5L, 5L,
## 4L, 5L, 5L, 5L, 6L, 5L, 5L, 3L, 4L, 5L, 5L, 5L, 6L, 4L, 4L,
## 6L, 5L, 3L, 3L, 4L, 4L, 5L, 3L, 2L, 5L, 6L, 5L, 6L, 5L, 4L,
## 3L, NA, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 5L, 3L, 5L, 5L, 5L, 6L,
## 4L, 5L, 2L, 5L, 4L, 3L, 5L, 4L, 6L, 4L, 5L, 4L, 5L, 5L, 4L,
## 5L, 4L, 5L, 3L, 5L, 6L, 5L, 4L, 4L, 3L, 4L, 3L, 5L, 4L, 4L,
## 6L, 4L, 6L, 5L, 5L, 3L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 5L, 4L,
## 5L, 5L, 6L, 5L, 6L, 4L, 1L, 2L, 4L, 5L, 4L, 5L, 5L, 5L, 6L,
## 5L, 6L, 3L, 4L, 4L, 4L, 4L, 4L, 3L, 5L, 4L, 6L, 6L, 4L, 4L,
## 4L, 3L, 3L, 1L, 5L, 5L, 5L, 4L, 5L, 3L, 3L, 4L, 3L, 3L, 4L,
## 6L, 3L, 5L, 5L, 3L, 5L, 5L, 4L, 4L, 4L, 6L, 4L, 4L, 5L, 6L,
## 2L, 6L, 5L, 5L, 4L, 4L, 3L, 5L, 5L, 4L, 3L, 6L, 5L, 4L, 5L,
## 4L, 5L, 6L, 4L, 4L, 6L, 2L, 3L, 5L, 4L, 6L, 5L, 4L, 5L, 4L,
## 3L, 3L, 5L, 5L, 3L, 5L, 3L, 4L, 5L, 3L, 5L, 2L, 3L, 4L, 4L,
## 4L, 5L, 5L, 4L, 2L, 4L, 4L, 5L, 4L, 3L, 1L, 2L, 5L, 2L, 2L,
## 5L, 3L, 5L, 5L, 5L, 3L, 5L, 4L, 3L, 4L, 5L, 6L, 5L, 4L, 2L,
## 5L, 3L, 4L, 2L, 3L, 5L, 6L, 6L, 6L, 4L, 4L, 4L, 5L, NA, 3L,
## 4L, NA, NA, 3L, 2L, NA, 6L, 5L, NA, 3L, 4L, 2L, 4L, NA, 4L,
## 3L, 3L, 3L, NA, 2L, 6L, 3L, 3L, 3L, 6L, 6L, 3L, 2L, 2L, 4L,
## 5L, 4L, 5L, 5L, NA, 5L, 3L, 3L, NA, 4L, 5L, 3L, 5L, 4L, 6L,
## 3L, 5L, NA, NA), ASDQII_2 = c(5L, 4L, 6L, 4L, 6L, 1L, 1L,
## 6L, 5L, 5L, 4L, 5L, 5L, 3L, 4L, 5L, 5L, 4L, 4L, 6L, 4L, 5L,
## 6L, 5L, 3L, 6L, 6L, 4L, 3L, 6L, 5L, 4L, 4L, 5L, 5L, 5L, 5L,
## 5L, 5L, 5L, 5L, 5L, 5L, 3L, 5L, 3L, 4L, 5L, 2L, 5L, 4L, 4L,
## 5L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 5L, 5L, 3L, 3L, 5L, 4L, 4L,
## 1L, 3L, 3L, 4L, 5L, 3L, 4L, 2L, 3L, 4L, 4L, 5L, 5L, 5L, 4L,
## 6L, 3L, 6L, 3L, 4L, 4L, 5L, 5L, 3L, 5L, 5L, 4L, 4L, 5L, 2L,
## 3L, 3L, 5L, 4L, 4L, 5L, 4L, 5L, 3L, 4L, 4L, 6L, 2L, 5L, 4L,
## 3L, 2L, 6L, 1L, 6L, 6L, 2L, 5L, 4L, 5L, 6L, 6L, 3L, 4L, 6L,
## 6L, 6L, 5L, 3L, 5L, 4L, 5L, 3L, 4L, 5L, 1L, 6L, 6L, 6L, 5L,
## 4L, 4L, NA, 5L, 5L, 5L, 4L, NA, NA, NA, 6L, 5L, 5L, NA, NA,
## 4L, 5L, 5L, 5L, 5L, 4L, 6L, 5L, 6L, 5L, 5L, 5L, 6L, NA, 4L,
## NA, 6L, 5L, 4L, 4L, 5L, 3L, 4L, 4L, 5L, 4L, 6L, 2L, 4L, 4L,
## 4L, 3L, 3L, 6L, 6L, 6L, 5L, 4L, 4L, 3L, 5L, 5L, 4L, 5L, 5L,
## 4L, 4L, 5L, NA, NA, 1L, 4L, 4L, 3L, 6L, NA, 6L, 5L, 3L, 4L,
## 4L, 3L, 4L, 5L, NA, 5L, 4L, 6L, 6L, 4L, 5L, 4L, 6L, 4L, 4L,
## 6L, 6L, 4L, 5L, 5L, NA, NA, NA, 3L, 6L, 6L, NA, 6L, 5L, 5L,
## 3L, 6L, 6L, NA, 6L, 2L, 4L, 6L, NA, NA, 6L, 5L, 6L, 3L, 5L,
## 6L, 4L, 6L, 5L, 3L, 3L, 4L, 5L, 6L, 1L, 5L, 6L, 5L, 6L, 5L,
## 4L, 3L, NA, 6L, 6L, 5L, 5L, 3L, 6L, 3L, 4L, 6L, 6L, 6L, 6L,
## 5L, 3L, 6L, 4L, 4L, NA, 1L, 5L, 3L, 6L, 4L, 4L, 3L, 5L, 4L,
## 4L, 3L, 5L, NA, NA, 5L, 6L, 5L, 4L, 4L, 4L, 5L, 6L, 2L, 5L,
## 6L, 2L, 4L, 4L, 1L, 4L, 6L, 2L, 6L, 6L, 4L, 4L, 4L, 5L, 3L,
## 4L, 4L, 5L, 5L, 3L, 5L, 4L, 5L, 4L, 3L, NA, 5L, 4L, 4L, 6L,
## 4L, NA, 4L, 4L, 6L, 6L, 6L, 5L, 5L, NA, 6L, 5L, 3L, 5L, 5L,
## NA, 5L, 5L, NA, 6L, 5L, 4L, NA, 5L, 6L, 3L, 5L, 4L, 4L, 6L,
## 6L, 6L, 6L, 4L, 6L, 5L, 6L, 4L, 3L, 5L, 6L, 5L, 1L, 4L, 6L,
## 4L, NA, 6L, 3L, 5L, NA, 6L, 1L, 5L, 5L, 6L, 4L, 3L, 3L, 6L,
## 5L, 4L, 4L, 2L, 4L, 6L, 5L, NA, 6L, 5L, 5L, 3L, 3L, 6L, 4L,
## 4L, 5L, 3L, 6L, NA, 4L, 6L, 5L, 5L, 5L, 6L, NA, NA, 5L, 2L,
## 5L, 6L, 5L, 5L, 6L, 4L, 4L, 6L, 5L, 5L, 3L, 2L, NA, 4L, 5L,
## 5L, 6L, 5L, 6L, 5L, 4L, 6L, 5L, 6L, 5L, 4L, 6L, 4L, 4L, 6L,
## 6L, 6L, 5L, 6L, 4L, 3L, 4L, 5L, 4L, 3L, 5L, 5L, 5L, 4L, 4L,
## NA, NA, 5L, 2L, NA, NA, 5L, 6L, NA, 6L, 3L, 6L, 4L, 5L, 2L,
## 5L, 2L, 3L, 6L, 3L, 5L, 4L, 5L, 5L, 6L, 4L, 4L, 3L, 6L, 2L,
## 3L, 6L, 3L, 4L, 5L, 3L, 6L, 5L, 6L, 5L, 6L, 5L, 4L, 5L, 3L,
## 4L, 3L, 2L, 5L, 1L, 3L, 4L, 4L, 4L, 5L, 4L, 3L, 6L, 4L, 4L,
## 3L, 5L, 4L, 4L, 3L, 4L, 4L, 5L, 6L, 5L, 6L, 4L, 6L, 6L, 6L,
## 4L, 4L, 6L, 6L, 4L, 3L, 1L, 4L, 3L, 6L, NA, 4L, 6L, 6L, 2L,
## 3L, 6L, 5L, 4L, 6L, 5L, 6L, NA, 4L, NA, NA, 6L, 4L, NA, 5L,
## 4L, 4L, 3L, 6L, 5L, NA, 6L, 5L, 6L, 5L, 5L, 4L, 4L, NA, 5L,
## 5L, 5L, 6L, 3L, 3L, 4L, 4L, 6L, 5L, 5L, 4L, 3L, 5L, 4L, 4L,
## 5L, 6L, 6L, 3L, 4L, 5L, 3L, 5L, 4L, 5L, 1L, 5L, 4L, 3L, 6L,
## 2L, 6L, 4L, 2L, 4L, 5L, 5L, 5L, 4L, 3L, 5L, 2L, 5L, 5L, 4L,
## 4L, 4L, 3L, 3L, 4L, 5L, 5L, 4L, 5L, 4L, 2L, 3L, 1L, 5L, NA,
## NA, NA, 5L, 5L, 4L, NA, NA, 5L, NA, NA, 6L, 4L, 1L, NA, 5L,
## NA, 3L, NA, 4L, 6L, NA, 2L, 4L, NA, 4L, 5L, 6L, 4L, 5L, 5L,
## 3L, 5L, 6L, NA, 3L, NA, 2L, NA, 6L, 5L, 5L, 4L, 4L, 2L, NA,
## NA, 5L, NA, NA, NA, 3L, NA, NA, 5L, 5L, 3L, NA, 3L, NA, NA,
## NA, 6L, NA, NA, 6L, 3L, NA, 4L, 6L, 6L, NA, 1L, 6L, 6L, 5L,
## 4L, 5L, 6L, 3L, 5L, 3L, 5L, 6L, 5L, 4L, 6L, 6L, 6L, 4L, 6L,
## 5L, 4L, 5L, 4L, 6L, 4L, 6L, 3L, 4L, 6L, 5L, 4L, 4L, 2L, 5L,
## 4L, 5L, 4L, 6L, 4L, 4L, 4L, 5L, 5L, 2L, 4L, 3L, 6L, 3L, 6L,
## 4L, 3L, NA, 4L, 4L, 6L, 5L, 6L, 5L, 5L, 6L, 3L, 1L, 3L, 4L,
## 3L, 5L, 5L, 5L, NA, 4L, 5L, 6L, 2L, 4L, 5L, 3L, NA, 3L, 4L,
## 4L, 3L, 3L, 5L, 5L, 2L, 4L, 4L, 5L, 5L, 5L, 3L, 5L, 6L, 5L,
## 4L, 4L, 3L, 5L, 6L, 5L, 4L, 5L, 6L, 4L, 5L, 5L, 6L, 4L, 4L,
## 3L, 5L, 4L, 5L, 3L, 5L, 4L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, 6L,
## 4L, 6L, 5L, 5L, 5L, 2L, 4L, 4L, 5L, 6L, 6L, 5L, 6L, 5L, 5L,
## 4L, 6L, 4L, 6L, 2L, 5L, 1L, 3L, 6L, 4L, 4L, 2L, 4L, 6L, 2L,
## 3L, 5L, 5L, 4L, 4L, 3L, 5L, 4L, 3L, 4L, 3L, 4L, 4L, 5L, 4L,
## 5L, 3L, NA, NA, NA, NA, 3L, 4L, 5L, 4L, 4L, 6L, 5L, 4L, 6L,
## 4L, 3L, 4L, 5L, 3L, 5L, 5L, 4L, 3L, 5L, 4L, 3L, 5L, 5L, NA,
## NA, 2L, 5L, 6L, 5L, 5L, 6L, 5L, 5L, 5L, 5L, 5L, 2L, 5L, 5L,
## 5L, 5L, 4L, 6L, NA, 6L, 4L, 5L, 6L, 5L, 4L, 3L, 5L, 5L, 6L,
## 2L, 1L, 5L, 4L, 5L, 5L, 4L, 3L, 4L, 4L, 6L, 6L, 4L, 5L, 5L,
## 6L, 5L, 4L, 6L, 2L, 4L, 4L, 5L, 4L, 6L, 3L, 3L, 5L, 6L, 5L,
## 3L, 4L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, 3L, 5L, 4L, 5L, 4L, 6L,
## 3L, 4L, 4L, 5L, 2L, 3L, 4L, 4L, 4L, 3L, 1L, 5L, 5L, 6L, 6L,
## 5L, 4L, 3L, NA, 4L, 5L, 5L, 4L, 5L, 3L, 5L, 5L, 3L, 4L, 5L,
## 3L, 5L, 4L, 5L, 1L, 5L, 4L, 3L, 6L, 2L, 6L, 4L, 2L, 4L, 5L,
## 5L, 5L, 4L, 3L, 5L, 2L, 5L, 5L, 4L, 4L, 4L, 3L, 3L, 4L, 5L,
## 5L, 4L, 5L, 4L, 6L, 5L, 4L, 2L, 4L, 5L, 4L, 4L, 4L, 4L, 5L,
## 6L, 4L, 5L, 5L, 6L, 3L, 6L, 4L, 3L, 4L, 3L, 4L, 5L, 6L, 4L,
## 5L, 6L, 5L, 6L, 1L, 4L, 3L, 3L, 3L, 5L, 2L, 5L, 4L, 4L, 6L,
## 5L, 5L, 5L, 3L, 2L, 1L, 4L, 5L, 4L, 5L, 5L, 3L, 3L, 2L, 5L,
## 4L, 4L, 5L, 5L, 5L, 4L, 3L, 4L, 5L, 4L, 4L, 4L, 5L, 4L, 4L,
## 5L, 5L, 3L, 4L, 5L, 4L, 4L, 3L, 3L, 5L, 4L, 5L, 4L, 6L, 5L,
## 3L, 5L, 4L, 4L, 6L, 3L, 4L, 5L, 2L, 3L, 5L, 4L, 3L, 5L, 4L,
## 4L, 4L, 3L, 5L, 4L, 4L, 3L, 4L, 5L, 3L, 5L, 2L, 4L, 3L, 3L,
## 4L, 4L, 4L, 5L, 3L, 4L, 3L, 4L, 3L, 6L, 4L, 3L, 1L, 2L, 5L,
## 2L, 1L, 6L, 3L, 5L, 5L, 4L, 3L, 4L, 4L, 5L, 4L, 5L, 6L, 4L,
## 3L, 2L, 5L, 3L, 5L, 3L, 4L, 5L, 4L, 5L, 4L, 3L, 4L, 4L, 5L,
## NA, 3L, 4L, NA, NA, 4L, 2L, NA, 5L, 3L, NA, 5L, 5L, 5L, 3L,
## NA, 3L, 3L, 3L, 4L, NA, 3L, 6L, 2L, 3L, 4L, 6L, 6L, 2L, 2L,
## 3L, 6L, 5L, 4L, 5L, 5L, NA, 4L, 5L, 3L, NA, 4L, 4L, 3L, 3L,
## 4L, 6L, 3L, 5L, NA, NA), ASDQII_3 = c(1L, 2L, 6L, 4L, 6L,
## 1L, 1L, 6L, 5L, 6L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 6L, 5L, 5L,
## 4L, 4L, 6L, 5L, 5L, 6L, 6L, 5L, 3L, 6L, 6L, 5L, 3L, 5L, 5L,
## 5L, 5L, 5L, 5L, 2L, 5L, 5L, 5L, 4L, 5L, 3L, 5L, 5L, 2L, 5L,
## 4L, 4L, 5L, 6L, 6L, 4L, 6L, 5L, 5L, 5L, 5L, 4L, 3L, 3L, 5L,
## 5L, 4L, 5L, 5L, 3L, 4L, 5L, 5L, 4L, 2L, 3L, 3L, 4L, 3L, 3L,
## 5L, 4L, 6L, 3L, 6L, 2L, 5L, 4L, 4L, 5L, 3L, 4L, 6L, 4L, 3L,
## 5L, 4L, 3L, 2L, 4L, 5L, 4L, 5L, 5L, 5L, 3L, 3L, 4L, 5L, 2L,
## 5L, 4L, 3L, 2L, 6L, 1L, 6L, 6L, 2L, 5L, 4L, 5L, 5L, 6L, 2L,
## 6L, 6L, 6L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 3L, 5L, 2L, 6L, 6L,
## 6L, 5L, 5L, 4L, NA, 4L, 5L, 5L, 4L, NA, NA, NA, 6L, 4L, 5L,
## NA, NA, 5L, 5L, 2L, 6L, 5L, 5L, 6L, 5L, 5L, 5L, 6L, 6L, 5L,
## NA, 5L, NA, 6L, 5L, 4L, 5L, 6L, 3L, 4L, 5L, 5L, 6L, 6L, 2L,
## 4L, 4L, 4L, 3L, 1L, 6L, 6L, 5L, 5L, 4L, 4L, 3L, 5L, 5L, 3L,
## 5L, 4L, 4L, 4L, 5L, NA, NA, 1L, 4L, 4L, 3L, 6L, NA, 6L, 5L,
## 3L, 4L, 4L, 4L, 4L, 5L, NA, 5L, 5L, 6L, 6L, 4L, 6L, 5L, 6L,
## 5L, 5L, 6L, 6L, 3L, 6L, 5L, NA, NA, NA, 4L, 6L, 3L, NA, 5L,
## 4L, 5L, 4L, 5L, 6L, NA, 6L, 1L, 4L, 6L, NA, NA, 6L, 6L, 6L,
## 3L, 5L, 6L, 5L, 5L, 4L, 3L, 3L, 4L, 6L, 6L, 2L, 4L, 6L, 6L,
## 6L, 5L, 5L, 4L, NA, 6L, 4L, 5L, 5L, 2L, 6L, 4L, 5L, 6L, 6L,
## 6L, 6L, 5L, 3L, 6L, 6L, 4L, NA, 2L, 5L, 4L, 6L, 4L, 4L, 2L,
## 5L, 5L, 5L, 5L, 5L, NA, NA, 6L, 5L, 5L, 4L, 3L, 4L, 5L, 6L,
## 3L, 5L, 6L, 3L, 5L, 4L, 1L, 5L, 6L, 3L, 4L, 5L, 4L, 4L, 3L,
## 5L, 3L, 4L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, NA, 4L, 4L,
## 4L, 6L, 3L, NA, 4L, 4L, 6L, 6L, 6L, 5L, 5L, NA, 6L, 5L, 5L,
## 5L, 5L, NA, 4L, 5L, NA, 6L, 4L, 5L, NA, 5L, 6L, 3L, 5L, 4L,
## 5L, 6L, 6L, 6L, 5L, 4L, 6L, 6L, 6L, 4L, 3L, 5L, 6L, 4L, 1L,
## 5L, 6L, 5L, NA, 6L, 3L, 6L, NA, 5L, 2L, 6L, 6L, 6L, 5L, 3L,
## 4L, 6L, 6L, 6L, 4L, 3L, 5L, 6L, 4L, NA, 6L, 5L, 5L, 6L, 4L,
## 6L, 5L, 5L, 5L, 4L, 6L, NA, 5L, 6L, 4L, 6L, 4L, 6L, NA, NA,
## 5L, 2L, 5L, 6L, 6L, 5L, 6L, 4L, 4L, 6L, 4L, 4L, 4L, 3L, NA,
## 4L, 5L, 5L, 6L, 4L, 4L, 5L, 5L, 6L, 5L, 6L, 4L, 4L, 6L, 5L,
## 4L, 5L, 6L, 6L, 4L, 5L, 4L, 3L, 2L, 5L, 4L, 4L, 6L, 6L, 6L,
## 3L, 4L, NA, NA, 4L, 3L, NA, NA, 5L, 6L, NA, 6L, 3L, 6L, 5L,
## 3L, 1L, 6L, 3L, 3L, 6L, 5L, 4L, 3L, 5L, 5L, 6L, 4L, 4L, 3L,
## 6L, 3L, 3L, 6L, 5L, 5L, 5L, 4L, 6L, 5L, 5L, 5L, 5L, 5L, 5L,
## 3L, 4L, 4L, 3L, 6L, 5L, 1L, 3L, 4L, 3L, 4L, 5L, 5L, 4L, 6L,
## 6L, 5L, 2L, 6L, 4L, 5L, 5L, 4L, 4L, 5L, 6L, 5L, 6L, 4L, 6L,
## 4L, 6L, 5L, 4L, 6L, 6L, 4L, 4L, 5L, 4L, 3L, 3L, NA, 4L, 6L,
## 6L, 4L, 3L, 6L, 5L, 4L, 6L, 4L, 6L, NA, 5L, NA, NA, 6L, 4L,
## NA, 5L, 3L, 4L, 3L, 6L, 5L, NA, 5L, 4L, 6L, 5L, 6L, 5L, 4L,
## NA, 4L, 5L, 6L, 6L, 4L, 3L, 5L, 5L, 6L, 5L, 5L, 4L, 2L, 5L,
## 4L, 4L, 4L, 6L, 6L, 3L, 4L, 6L, 3L, 6L, 4L, 5L, 1L, 5L, 4L,
## 3L, 5L, 4L, 6L, 4L, 4L, 4L, 4L, 6L, 4L, 4L, 3L, 5L, 2L, 5L,
## 6L, 5L, 4L, 4L, 4L, 4L, 4L, 5L, 3L, 4L, 5L, 4L, 3L, 3L, 4L,
## 5L, NA, NA, NA, 5L, 5L, 3L, NA, NA, 5L, NA, NA, 6L, 3L, 1L,
## NA, 5L, NA, 2L, NA, 3L, 6L, NA, 3L, 1L, NA, 4L, 5L, 6L, 4L,
## 3L, 5L, 4L, 5L, 6L, NA, 4L, NA, 1L, NA, 6L, 5L, 6L, 4L, 4L,
## 1L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 6L, 5L, 3L, NA, 4L,
## NA, NA, NA, 5L, NA, NA, 6L, 4L, NA, 3L, 6L, 1L, NA, 1L, 5L,
## 6L, 4L, 4L, 5L, 6L, 3L, 5L, 4L, 4L, 6L, 5L, 4L, 5L, 6L, 6L,
## 4L, 4L, 5L, 5L, 5L, 5L, 6L, 5L, 5L, 2L, 5L, 6L, 6L, 4L, 5L,
## 2L, 5L, 4L, 4L, 3L, 6L, 4L, 5L, 4L, 5L, 5L, 3L, 4L, 4L, 6L,
## 4L, 6L, 3L, 3L, NA, 5L, 5L, 6L, 5L, 6L, 5L, 5L, 6L, 3L, 1L,
## 3L, 4L, 5L, 4L, 4L, 5L, NA, 4L, 5L, 6L, 2L, 6L, 5L, 3L, NA,
## 3L, 4L, 5L, 4L, 3L, 5L, 5L, 2L, 4L, 4L, 5L, 5L, 5L, 2L, 5L,
## 6L, 5L, 5L, 4L, 3L, 5L, 6L, 5L, 3L, 5L, 6L, 4L, 5L, 4L, 5L,
## 4L, 4L, 3L, 6L, 4L, 4L, 3L, 6L, 5L, 3L, 4L, 6L, 4L, 6L, 5L,
## 5L, 6L, 4L, 6L, 5L, 5L, 6L, 4L, 4L, 5L, 5L, 6L, 6L, 5L, 6L,
## 5L, 5L, 4L, 6L, 4L, 4L, 3L, 5L, 1L, 3L, 6L, 5L, 4L, 1L, 4L,
## 6L, 5L, 2L, 5L, 3L, 4L, 5L, 4L, 5L, 4L, 4L, 3L, 4L, 4L, 4L,
## 5L, 5L, 5L, 4L, NA, NA, NA, NA, 3L, 4L, 6L, 4L, 5L, 5L, 5L,
## 4L, 5L, 3L, 3L, 5L, 5L, 4L, 5L, 6L, 4L, 4L, 4L, 4L, 4L, 5L,
## 5L, NA, NA, 3L, 5L, 6L, 5L, 5L, 6L, 6L, 5L, 4L, 5L, 5L, 4L,
## 4L, 5L, 4L, 5L, 4L, 6L, NA, 6L, 4L, 5L, 5L, 6L, 4L, 4L, 4L,
## 5L, 6L, 3L, 3L, 6L, 5L, 5L, 5L, 4L, 3L, 4L, 3L, 6L, 6L, 4L,
## 4L, 4L, 6L, 6L, 4L, 5L, 2L, 5L, 5L, 5L, 4L, 5L, 3L, 4L, 5L,
## 6L, 5L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 5L, 4L, 3L, 5L, 4L, 6L,
## 4L, 6L, 3L, 4L, 6L, 6L, 2L, 3L, 4L, 3L, 4L, 2L, 2L, 5L, 6L,
## 6L, 6L, 5L, 4L, 3L, NA, 4L, 6L, 6L, 5L, 5L, 4L, 6L, 5L, 3L,
## 4L, 6L, 3L, 6L, 4L, 5L, 1L, 5L, 4L, 3L, 5L, 4L, 6L, 4L, 4L,
## 4L, 4L, 6L, 4L, 4L, 3L, 5L, 2L, 5L, 6L, 5L, 4L, 4L, 4L, 4L,
## 4L, 5L, 3L, 4L, 5L, 4L, 6L, 6L, 5L, 2L, 4L, 5L, 4L, 3L, 4L,
## 5L, 4L, 6L, 4L, 5L, 5L, 6L, 4L, 6L, 4L, 4L, 3L, 3L, 5L, 5L,
## 6L, 5L, 5L, 6L, 5L, 6L, 1L, 4L, 3L, 5L, 3L, 4L, 3L, 4L, 4L,
## 6L, 6L, 5L, 5L, 5L, 3L, 2L, 1L, 4L, 4L, 5L, 5L, 5L, 3L, 3L,
## 4L, 3L, 3L, 5L, 5L, 3L, 5L, 5L, 3L, 4L, 6L, 4L, 4L, 4L, 6L,
## 3L, 5L, 6L, 5L, 3L, 4L, 5L, 5L, 4L, 3L, 3L, 5L, 3L, 5L, 3L,
## 6L, 5L, 3L, 5L, 4L, 4L, 6L, 4L, 4L, 4L, 2L, 2L, 6L, 4L, 4L,
## 5L, 5L, 5L, 3L, 3L, 6L, 4L, 5L, 2L, 4L, 3L, 4L, 5L, 3L, 5L,
## 4L, 3L, 4L, 4L, 3L, 5L, 5L, 4L, 3L, 4L, 4L, 6L, 5L, 3L, 1L,
## 3L, 5L, 2L, 1L, 6L, 3L, 5L, 6L, 5L, 3L, 4L, 4L, 5L, 4L, 5L,
## 5L, 4L, 4L, 3L, 5L, 3L, 5L, 3L, 4L, 5L, 6L, 5L, 4L, 3L, 4L,
## 4L, 5L, NA, 4L, 3L, NA, NA, 5L, 3L, NA, 5L, 4L, NA, 4L, 4L,
## 5L, 4L, NA, 3L, 4L, 3L, 5L, NA, 3L, 6L, 3L, 3L, 3L, 5L, 5L,
## 2L, 3L, 3L, 6L, 6L, 5L, 6L, 3L, NA, 6L, 4L, 1L, NA, 4L, 5L,
## 4L, 4L, 4L, 6L, 3L, 5L, NA, NA), ASDQII_4 = c(2L, 4L, 6L,
## 4L, 3L, 1L, 1L, 6L, 5L, 6L, 4L, 6L, 4L, 4L, 5L, 4L, 4L, 6L,
## 4L, 5L, 5L, 5L, 2L, 5L, 5L, 5L, 6L, 5L, 3L, 6L, 5L, 4L, 2L,
## 5L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 5L, 6L, 4L, 2L, 3L, 6L, 6L,
## 2L, 4L, 4L, 5L, 5L, 6L, 5L, 3L, 6L, 5L, 6L, 4L, 5L, 4L, 4L,
## 2L, 5L, 4L, 4L, 1L, 4L, 3L, 4L, 4L, 2L, 3L, 2L, 3L, 3L, 5L,
## 4L, 5L, 5L, 4L, 3L, 3L, 6L, 4L, 5L, 4L, 6L, 5L, 3L, 4L, 4L,
## 4L, 3L, 6L, 4L, 4L, 2L, 4L, 4L, 2L, 4L, 4L, 5L, 4L, 4L, 4L,
## 6L, 2L, 6L, 4L, 2L, 1L, 6L, 6L, 6L, 6L, 2L, 6L, 4L, 6L, 5L,
## 6L, 2L, 6L, 6L, 6L, 6L, 4L, 3L, 5L, 5L, 5L, 3L, 4L, 5L, 2L,
## 6L, 6L, 6L, 5L, 4L, 4L, NA, 4L, 5L, 5L, 3L, NA, NA, NA, 6L,
## 4L, 6L, NA, NA, 4L, 5L, 2L, 6L, 4L, 4L, 6L, 4L, 6L, 6L, 6L,
## 5L, 6L, NA, 4L, NA, 6L, 5L, 3L, 5L, 5L, 3L, 4L, 5L, 5L, 6L,
## 6L, 2L, 4L, 4L, 6L, 3L, 2L, 6L, 6L, 6L, 5L, 3L, 4L, 3L, 4L,
## 6L, 2L, 5L, 4L, 4L, 4L, 4L, NA, NA, 1L, 4L, 4L, 3L, 5L, NA,
## 6L, 5L, 3L, 4L, 4L, 3L, 4L, 5L, NA, 5L, 5L, 6L, 6L, 4L, 6L,
## 4L, 6L, 5L, 4L, 6L, 5L, 3L, 5L, 5L, NA, NA, NA, 4L, 6L, 6L,
## NA, 6L, 5L, 6L, 3L, 5L, 6L, NA, 6L, 2L, 5L, 6L, NA, NA, 6L,
## 5L, 6L, 3L, 5L, 6L, 5L, 5L, 5L, 3L, 2L, 3L, 6L, 6L, 3L, 3L,
## 6L, 4L, 6L, 6L, 5L, 3L, NA, 6L, 6L, 5L, 5L, 1L, 6L, 4L, 4L,
## 6L, 6L, 6L, 6L, 5L, 5L, 6L, 6L, 5L, NA, 1L, 5L, 2L, 6L, 3L,
## 4L, 1L, 5L, 5L, 5L, 4L, 4L, NA, NA, 4L, 6L, 5L, 3L, 4L, 4L,
## 5L, 5L, 3L, 5L, 6L, 2L, 5L, 2L, 2L, 5L, 6L, 2L, 5L, 5L, 4L,
## 4L, 3L, 4L, 4L, 4L, 4L, 6L, 4L, 6L, 5L, 5L, 6L, 5L, 3L, NA,
## 4L, 5L, 4L, 6L, 4L, NA, 5L, 4L, 6L, 6L, 6L, 6L, 5L, NA, 6L,
## 4L, 4L, 5L, 6L, NA, 4L, 6L, NA, 6L, 4L, 4L, NA, 5L, 6L, 4L,
## 5L, 5L, 5L, 6L, 6L, 6L, 6L, 5L, 5L, 4L, 5L, 4L, 5L, 4L, 6L,
## 4L, 1L, 3L, 6L, 4L, NA, 6L, 3L, 5L, NA, 6L, 2L, 6L, 6L, 6L,
## 4L, 3L, 4L, 6L, 5L, 5L, 6L, 2L, 4L, 6L, 3L, NA, 6L, 5L, 5L,
## 6L, 3L, 6L, 6L, 4L, 6L, 4L, 6L, NA, 5L, 6L, 5L, 6L, 4L, 6L,
## NA, NA, 5L, 3L, 5L, 6L, 5L, 5L, 6L, 4L, 3L, 6L, 4L, 4L, 4L,
## 2L, NA, 4L, 5L, 5L, 5L, 4L, 5L, 5L, 3L, 6L, 6L, 6L, 6L, 4L,
## 6L, 5L, 4L, 6L, 6L, 6L, 5L, 5L, 5L, 3L, 4L, 6L, 3L, 4L, 4L,
## 5L, 6L, 4L, 4L, NA, NA, 4L, 2L, NA, NA, 5L, 6L, NA, 5L, 4L,
## 6L, 5L, 3L, 1L, 5L, 2L, 3L, 6L, 4L, 6L, 4L, 5L, 5L, 6L, 4L,
## 4L, 3L, 6L, 4L, 2L, 5L, 4L, 5L, 5L, 5L, 6L, 6L, 4L, 5L, 5L,
## 5L, 4L, 3L, 3L, 4L, 3L, 4L, 5L, 1L, 4L, 4L, 4L, 4L, 5L, 4L,
## 5L, 6L, 4L, 4L, 2L, 5L, 4L, 4L, 4L, 4L, 5L, 4L, 6L, 5L, 6L,
## 4L, 6L, 5L, 5L, 6L, 5L, 6L, 6L, 4L, 4L, 1L, 4L, 5L, 4L, NA,
## 4L, 4L, 5L, 3L, 3L, 5L, 5L, 4L, 6L, 2L, 6L, NA, 4L, NA, NA,
## 2L, 3L, NA, 5L, 5L, 5L, 3L, 6L, 5L, NA, 6L, 4L, 6L, 5L, 6L,
## 4L, 4L, NA, 4L, 5L, 6L, 6L, 3L, 4L, 5L, 5L, 6L, 5L, 5L, 4L,
## 2L, 4L, 4L, 5L, 4L, 5L, 6L, 4L, 5L, 5L, 4L, 6L, 4L, 6L, 1L,
## 6L, 4L, 4L, 6L, 5L, 6L, 4L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 4L,
## 2L, 5L, 5L, 4L, 4L, 6L, 3L, 3L, 4L, 5L, 3L, 4L, 6L, 4L, 3L,
## 3L, 5L, 5L, NA, NA, NA, 5L, 4L, 3L, NA, NA, 4L, NA, NA, 6L,
## 4L, 2L, NA, 5L, NA, 3L, NA, 4L, 6L, NA, 2L, 1L, NA, 5L, 2L,
## 6L, 5L, 2L, 5L, 4L, 6L, 4L, NA, 3L, NA, 1L, NA, 6L, 5L, 6L,
## 5L, 3L, 2L, NA, NA, 6L, NA, NA, NA, 4L, NA, NA, 5L, 5L, 3L,
## NA, 3L, NA, NA, NA, 4L, NA, NA, 6L, 4L, NA, 5L, 6L, 6L, NA,
## 1L, 4L, 5L, 4L, 4L, 5L, 4L, 3L, 5L, 4L, 4L, 6L, 5L, 4L, 6L,
## 6L, 6L, 4L, 4L, 5L, 4L, 4L, 3L, 6L, 4L, 5L, 2L, 6L, 6L, 5L,
## 4L, 5L, 3L, 5L, 3L, 4L, 3L, 5L, 4L, 5L, 4L, 6L, 4L, 3L, 3L,
## 3L, 6L, 4L, 6L, 5L, 4L, NA, 5L, 3L, 6L, 4L, 5L, 5L, 5L, 6L,
## 3L, 6L, 3L, 4L, 3L, 4L, 4L, 4L, NA, 4L, 4L, 6L, 3L, 6L, 5L,
## 3L, NA, 4L, 5L, 5L, 3L, 4L, 5L, 5L, 2L, 4L, 4L, 5L, 5L, 5L,
## 2L, 5L, 6L, 5L, 4L, 4L, 3L, 5L, 6L, 5L, 4L, 4L, 6L, 4L, 5L,
## 4L, 6L, 4L, 5L, 3L, 6L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 6L, 4L,
## 5L, 5L, 5L, 6L, 4L, 6L, 6L, 4L, 4L, 3L, 4L, 4L, 5L, 6L, 6L,
## 5L, 6L, 4L, 5L, 4L, 5L, 4L, 4L, 2L, 4L, 1L, 5L, 5L, 4L, 4L,
## 3L, 4L, 6L, 3L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 3L, 4L, 3L,
## 4L, 5L, 4L, 5L, 4L, 4L, NA, NA, NA, NA, 3L, 3L, 6L, 5L, 4L,
## 4L, 5L, 3L, 1L, 3L, 3L, 5L, 5L, 4L, 5L, 6L, 4L, 5L, 5L, 4L,
## 4L, 5L, 5L, NA, NA, 3L, 4L, 5L, 6L, 4L, 6L, 5L, 5L, 4L, 4L,
## 4L, 4L, 5L, 4L, 4L, 5L, 4L, 6L, NA, 6L, 1L, 5L, 5L, 6L, 6L,
## 5L, 4L, 3L, 6L, 2L, 3L, 6L, 4L, 5L, 5L, 5L, 3L, 3L, 3L, 5L,
## 6L, 4L, 5L, 4L, 6L, 6L, 4L, 6L, 4L, 4L, 5L, 5L, 5L, 6L, 3L,
## 3L, 5L, 6L, 5L, 4L, 4L, 4L, 5L, 5L, 4L, 6L, 5L, 5L, 3L, 4L,
## 5L, 4L, 3L, 6L, 4L, 4L, 5L, 6L, 2L, 3L, 4L, 4L, 4L, 1L, 2L,
## 5L, 6L, 6L, 6L, 5L, 4L, 3L, NA, 4L, 5L, 6L, 5L, 4L, 4L, 6L,
## 4L, 4L, 5L, 5L, 4L, 6L, 4L, 6L, 1L, 6L, 4L, 4L, 6L, 5L, 6L,
## 4L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 4L, 2L, 5L, 5L, 4L, 4L, 6L,
## 3L, 3L, 4L, 5L, 3L, 4L, 6L, 4L, 6L, 5L, 5L, 3L, 4L, 5L, 3L,
## 3L, 4L, 5L, 4L, 5L, 4L, 4L, 6L, 6L, 4L, 6L, 3L, 3L, 5L, 4L,
## 3L, 4L, 5L, 5L, 5L, 6L, 5L, 6L, 6L, 4L, 3L, 3L, 3L, 4L, 3L,
## 4L, 4L, 6L, 6L, 4L, 4L, 5L, 3L, 3L, 2L, 5L, 5L, 6L, 4L, 6L,
## 5L, 3L, 3L, 3L, 3L, 4L, 5L, 3L, 5L, 4L, 3L, 5L, 6L, 4L, 3L,
## 4L, 6L, 4L, 5L, 5L, 6L, 3L, 4L, 5L, 4L, 4L, 3L, 3L, 5L, 4L,
## 4L, 3L, 6L, 6L, 3L, 5L, 4L, 5L, 6L, 4L, 4L, 6L, 4L, 3L, 5L,
## 4L, 5L, 5L, 4L, 5L, 3L, 3L, 3L, 5L, 4L, 2L, 4L, 3L, 4L, 4L,
## 2L, 5L, 2L, 5L, 4L, 3L, 4L, 5L, 5L, 4L, 2L, 4L, 3L, 5L, 5L,
## 3L, 1L, 2L, 5L, 2L, 1L, 6L, 3L, 6L, 5L, 4L, 3L, 5L, 4L, 4L,
## 3L, 5L, 6L, 4L, 4L, 2L, 5L, 3L, 4L, 3L, 4L, 5L, 6L, 6L, 6L,
## 3L, 3L, 5L, 5L, NA, 2L, 4L, NA, NA, 4L, 2L, NA, 5L, 5L, NA,
## 4L, 4L, 3L, 3L, NA, 3L, 3L, 3L, 4L, NA, 2L, 6L, 3L, 3L, 3L,
## 6L, 6L, 2L, 2L, 3L, 6L, 5L, 5L, 5L, 5L, NA, 5L, 3L, 2L, NA,
## 4L, 4L, 2L, 3L, 4L, 6L, 3L, 5L, NA, NA), ASDQII_5 = c(1L,
## 5L, 6L, 4L, 6L, 2L, 1L, 6L, 5L, 5L, 4L, 5L, 5L, 4L, 3L, 5L,
## 4L, 6L, 4L, 6L, 4L, 5L, 5L, 5L, 4L, 6L, 6L, 4L, 4L, 6L, 5L,
## 6L, 2L, 5L, 5L, 5L, 5L, 5L, 5L, 3L, 5L, 5L, 6L, 3L, 4L, 3L,
## 6L, 6L, 2L, 4L, 4L, 4L, 5L, 6L, 4L, 3L, 6L, 3L, 6L, 4L, 5L,
## 4L, 4L, 4L, 5L, 5L, 4L, 2L, 3L, 3L, 4L, 5L, 6L, 3L, 2L, 3L,
## 3L, 4L, 4L, 5L, 5L, 3L, 3L, 3L, 6L, 5L, 4L, 5L, 6L, 5L, 3L,
## 5L, 5L, 4L, 4L, 6L, 2L, 4L, 2L, 5L, 4L, 2L, 4L, 4L, 5L, 3L,
## 4L, 4L, 4L, 2L, 5L, 4L, 3L, 2L, 6L, 1L, 6L, 6L, 1L, 6L, 4L,
## 6L, 6L, 6L, 3L, 5L, 6L, 6L, 6L, 5L, 4L, 5L, 4L, 5L, 3L, 4L,
## 5L, 1L, 6L, 6L, 6L, 6L, 4L, 4L, NA, 4L, 5L, 5L, 3L, NA, NA,
## NA, 6L, 5L, 4L, NA, NA, 4L, 5L, 3L, 5L, 3L, 4L, 6L, 6L, 5L,
## 6L, 6L, 6L, 5L, NA, 5L, NA, 6L, 5L, 4L, 5L, 4L, 3L, 4L, 5L,
## 5L, 5L, 4L, 3L, 4L, 4L, 5L, 4L, 3L, 6L, 6L, 6L, 5L, 3L, 5L,
## 3L, 5L, 6L, 3L, 5L, 3L, 4L, 4L, 5L, NA, NA, 1L, 4L, 5L, 3L,
## 6L, NA, 6L, 5L, 4L, 4L, 4L, 4L, 4L, 4L, NA, 4L, 4L, 6L, 6L,
## 5L, 6L, 5L, 6L, 6L, 5L, 6L, 6L, 4L, 6L, 5L, NA, NA, NA, 3L,
## 6L, 6L, NA, 4L, 4L, 6L, 3L, 5L, 6L, NA, 6L, 3L, 5L, 6L, NA,
## NA, 6L, 5L, 6L, 3L, 6L, 6L, 5L, 5L, 5L, 6L, 2L, 4L, 5L, 6L,
## 1L, 4L, 5L, 5L, 6L, 5L, 4L, 4L, NA, 4L, 3L, 5L, 5L, 3L, 6L,
## 4L, 6L, 6L, 6L, 6L, 6L, 4L, 5L, 6L, 6L, 4L, NA, 1L, 5L, 4L,
## 6L, 4L, 5L, 3L, 5L, 5L, 6L, 3L, 5L, NA, NA, 5L, 4L, 5L, 3L,
## 4L, 4L, 5L, 6L, 4L, 2L, 6L, 3L, 6L, 5L, 2L, 4L, 6L, 2L, 6L,
## 6L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 5L, 5L, 5L, 5L, 6L, 5L,
## 3L, NA, 4L, 4L, 4L, 6L, 5L, NA, 5L, 3L, 6L, 6L, 6L, 6L, 5L,
## NA, 6L, 5L, 5L, 6L, 5L, NA, 5L, 5L, NA, 6L, 5L, 5L, NA, 6L,
## 6L, 4L, 6L, 5L, 6L, 4L, 6L, 6L, 3L, 5L, 6L, 5L, 6L, 4L, 4L,
## 5L, 6L, 5L, 1L, 4L, 6L, 4L, NA, 6L, 3L, 6L, NA, 5L, 2L, 6L,
## 6L, 6L, 5L, 4L, 4L, 6L, 6L, 5L, 6L, 2L, 6L, 6L, 5L, NA, 6L,
## 6L, 5L, 6L, 4L, 6L, 6L, 4L, 5L, 4L, 6L, NA, 5L, 6L, 5L, 6L,
## 3L, 6L, NA, NA, 5L, 2L, 5L, 6L, 6L, 3L, 6L, 5L, 3L, 6L, 4L,
## 5L, 4L, 2L, NA, 4L, 5L, 5L, 6L, 4L, 4L, 6L, 5L, 6L, 6L, 6L,
## 5L, 5L, 6L, 4L, 5L, 5L, 6L, 3L, 5L, 6L, 5L, 3L, 4L, 4L, 2L,
## 3L, 5L, 5L, 5L, 6L, 5L, NA, NA, 4L, 3L, NA, NA, 5L, 6L, NA,
## 6L, 3L, 6L, 5L, 4L, 1L, 5L, 3L, 3L, 5L, 2L, 4L, 3L, 5L, 5L,
## 6L, 5L, 4L, 3L, 6L, 2L, 3L, 6L, 4L, 5L, 5L, 3L, 5L, 5L, 5L,
## 5L, 5L, 5L, 4L, 3L, 4L, 5L, 3L, 5L, 5L, 1L, 4L, 4L, 4L, 4L,
## 5L, 5L, 3L, 6L, 3L, 4L, 3L, 5L, 2L, 4L, 5L, 4L, 5L, 6L, 6L,
## 5L, 6L, 5L, 6L, 5L, 5L, 5L, 4L, 4L, 6L, 4L, 4L, 2L, 4L, 4L,
## 1L, NA, 5L, 4L, 6L, 1L, 4L, 4L, 5L, 4L, 6L, 2L, 6L, NA, 5L,
## NA, NA, 6L, 3L, NA, 4L, 3L, 5L, 3L, 6L, 5L, NA, 5L, 4L, 6L,
## 5L, 6L, 2L, 4L, NA, 4L, 5L, 5L, 6L, 3L, 3L, 5L, 5L, 6L, 5L,
## 5L, 4L, 2L, 4L, 5L, 4L, 4L, 5L, 5L, 3L, 5L, 5L, 4L, 4L, 3L,
## 5L, 2L, 5L, 4L, 3L, 6L, 4L, 6L, 3L, 5L, 4L, 4L, 5L, 4L, 3L,
## 3L, 5L, 2L, 5L, 5L, 3L, 3L, 4L, 3L, 4L, 3L, 5L, 3L, 4L, 6L,
## 5L, 3L, 4L, 5L, 5L, NA, NA, NA, 6L, 5L, 3L, NA, NA, 5L, NA,
## NA, 6L, 4L, 1L, NA, 5L, NA, 2L, NA, 4L, 6L, NA, 3L, 1L, NA,
## 6L, 4L, 6L, 4L, 5L, 5L, 4L, 6L, 6L, NA, 4L, NA, 1L, NA, 6L,
## 5L, 6L, 5L, 4L, 2L, NA, NA, 5L, NA, NA, NA, 4L, NA, NA, 6L,
## 5L, 3L, NA, 4L, NA, NA, NA, 6L, NA, NA, 6L, 4L, NA, 5L, 5L,
## 1L, NA, 1L, 5L, 6L, 4L, 4L, 5L, 6L, 3L, 5L, 4L, 4L, 6L, 5L,
## 4L, 6L, 6L, 6L, 4L, 6L, 6L, 5L, 5L, 3L, 6L, 4L, 5L, 1L, 4L,
## 6L, 5L, 4L, 4L, 4L, 5L, 2L, 4L, 5L, 6L, 4L, 5L, 4L, 4L, 5L,
## 2L, 3L, 1L, 6L, 3L, 4L, 4L, 3L, NA, 5L, 5L, 6L, 5L, 5L, 5L,
## 5L, 6L, 3L, 3L, 3L, 4L, 4L, 4L, 5L, 4L, NA, 4L, 4L, 6L, 3L,
## 5L, 5L, 3L, NA, 3L, 4L, 4L, 3L, 5L, 5L, 4L, 2L, 3L, 4L, 5L,
## 5L, 5L, 2L, 5L, 5L, 5L, 4L, 4L, 3L, 5L, 6L, 5L, 6L, 5L, 6L,
## 3L, 5L, 5L, 5L, 4L, 4L, 3L, 6L, 4L, 3L, 3L, 6L, 3L, 3L, 4L,
## 4L, 4L, 6L, 5L, 5L, 4L, 4L, 6L, 5L, 3L, 5L, 3L, 4L, 5L, 5L,
## 6L, 6L, 5L, 6L, 4L, 5L, 4L, 5L, 4L, 5L, 2L, 4L, 1L, 3L, 5L,
## 4L, 4L, 2L, 4L, 6L, 3L, 3L, 5L, 4L, 4L, 5L, 4L, 5L, 4L, 4L,
## 4L, 3L, 4L, 5L, 4L, 4L, 4L, 5L, NA, NA, NA, NA, 5L, 4L, 6L,
## 4L, 4L, 5L, 5L, 4L, 6L, 2L, 3L, 5L, 5L, 4L, 5L, 5L, 3L, 5L,
## 5L, 4L, 3L, 5L, 5L, NA, NA, 2L, 5L, 1L, 2L, 4L, 5L, 5L, 4L,
## 5L, 6L, 5L, 2L, 5L, 5L, 5L, 5L, 4L, 6L, NA, 6L, 4L, 6L, 6L,
## 6L, 5L, 5L, 5L, 5L, 6L, 2L, 3L, 5L, 5L, 4L, 5L, 4L, 4L, 5L,
## 2L, 5L, 6L, 5L, 5L, 5L, 6L, 6L, 4L, 6L, 3L, 4L, 4L, 5L, 3L,
## 6L, 3L, 3L, 5L, 6L, 5L, 5L, 5L, 4L, 5L, 5L, 4L, 5L, 5L, 5L,
## 3L, 5L, 4L, 6L, 4L, 6L, 4L, 4L, 6L, 5L, 3L, 3L, 4L, 4L, 4L,
## 4L, 4L, 5L, 6L, 5L, 6L, 5L, 4L, 3L, NA, 5L, 4L, 5L, 4L, 5L,
## 4L, 4L, 4L, 3L, 5L, 5L, 4L, 4L, 3L, 5L, 2L, 5L, 4L, 3L, 6L,
## 4L, 6L, 3L, 5L, 4L, 4L, 5L, 4L, 3L, 3L, 5L, 2L, 5L, 5L, 3L,
## 3L, 4L, 3L, 4L, 3L, 5L, 3L, 4L, 6L, 5L, 6L, 5L, 4L, 4L, 4L,
## 5L, 2L, 5L, 4L, 5L, 4L, 6L, 4L, 5L, 4L, 6L, 3L, 4L, 3L, 1L,
## 4L, 3L, 5L, 5L, 5L, 5L, 5L, 6L, 5L, 6L, 3L, 4L, 3L, 4L, 3L,
## 4L, 2L, 5L, 4L, 5L, 6L, 4L, 4L, 5L, 3L, 3L, 1L, 5L, 4L, 4L,
## 5L, 5L, 4L, 3L, 4L, 2L, 3L, 3L, 6L, 3L, 5L, 4L, 3L, 4L, 6L,
## 4L, 5L, 5L, 5L, 3L, 4L, 4L, 5L, 3L, 5L, 6L, 3L, 4L, 3L, 4L,
## 4L, 4L, 3L, 3L, 6L, 6L, 3L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 2L,
## 3L, 5L, 5L, 5L, 5L, 4L, 5L, 3L, 3L, 4L, 3L, 4L, 3L, 5L, 2L,
## 4L, 5L, 3L, 4L, 2L, 3L, 4L, 4L, 4L, 1L, 5L, 4L, 2L, 3L, 4L,
## 5L, 5L, 3L, 1L, 3L, 4L, 2L, 1L, 6L, 3L, 4L, 5L, 5L, 3L, 5L,
## 4L, 4L, 4L, 5L, 6L, 4L, 3L, 2L, 5L, 3L, 4L, 2L, 4L, 4L, 5L,
## 5L, 2L, 4L, 4L, 5L, 5L, NA, 3L, 3L, NA, NA, 4L, 2L, NA, 5L,
## 4L, NA, 3L, 4L, 1L, 4L, NA, 3L, 3L, 3L, 4L, NA, 3L, 6L, 2L,
## 3L, 4L, 6L, 6L, 2L, 3L, 3L, 5L, 5L, 4L, 5L, 5L, NA, 5L, 3L,
## 2L, NA, 4L, 5L, 3L, 4L, 4L, 6L, 3L, 5L, NA, NA), ASDQII_6 = c(2L,
## 4L, 6L, 1L, 1L, 5L, 1L, 3L, 5L, 5L, 4L, 4L, 1L, 4L, 3L, 3L,
## 3L, 6L, 3L, 4L, 5L, 4L, 2L, 1L, 4L, 1L, 1L, 4L, 5L, 3L, 1L,
## 3L, 5L, 1L, 5L, 4L, 3L, 5L, 4L, 4L, 4L, 3L, 1L, 5L, 2L, 3L,
## 4L, 5L, 5L, 6L, 4L, 5L, 6L, 6L, 5L, 6L, 3L, 5L, 4L, 4L, 4L,
## 4L, 3L, 5L, 1L, 4L, 4L, 6L, 4L, 4L, 4L, 5L, 4L, 4L, 5L, 3L,
## 5L, 5L, 4L, 5L, 5L, 2L, 3L, 3L, 4L, 4L, 3L, 2L, 5L, 3L, 6L,
## 6L, 2L, 5L, 4L, 6L, 4L, 4L, 5L, 2L, 4L, 2L, 1L, 4L, 5L, 5L,
## 5L, 3L, 2L, 3L, 5L, 3L, 5L, 4L, 4L, 1L, 5L, 4L, 2L, 4L, 3L,
## 5L, 3L, 5L, 5L, 5L, 6L, 5L, 5L, 4L, 6L, 6L, 2L, 5L, 5L, 6L,
## 5L, 3L, 5L, 6L, 4L, 6L, 5L, 5L, NA, 6L, 6L, 5L, 6L, NA, NA,
## NA, 3L, 5L, 1L, NA, NA, 5L, 3L, 2L, 5L, 3L, 5L, 6L, 3L, 3L,
## 6L, 6L, 5L, 5L, NA, 5L, NA, 5L, 1L, 3L, 3L, 2L, 5L, 4L, 6L,
## 5L, 6L, 6L, 1L, 2L, 6L, 5L, 5L, 6L, 5L, 5L, 3L, 4L, 4L, 5L,
## 6L, 4L, 6L, 3L, 3L, 5L, 5L, 4L, 3L, NA, NA, 2L, 5L, 4L, 4L,
## 4L, NA, 4L, 5L, 3L, 5L, 5L, 5L, 4L, 5L, NA, 5L, 6L, 6L, 6L,
## 2L, 6L, 5L, 6L, 6L, 6L, 3L, 6L, 4L, 6L, 5L, NA, NA, NA, 1L,
## 5L, 6L, NA, 4L, 2L, 5L, 2L, 6L, 6L, NA, 5L, 2L, 3L, 4L, NA,
## NA, 6L, 6L, 6L, 6L, 5L, 3L, 5L, 5L, 4L, 4L, 3L, 5L, 6L, 6L,
## 5L, 4L, 5L, 6L, 6L, 5L, 1L, 6L, NA, 6L, 4L, 5L, 6L, 6L, 1L,
## 4L, 6L, 6L, 1L, 6L, 3L, 6L, 6L, 3L, 4L, 2L, NA, 1L, 2L, 4L,
## 3L, 4L, 2L, 2L, 5L, 6L, 2L, 3L, 3L, NA, NA, 4L, 4L, 5L, 6L,
## 3L, 6L, 5L, 6L, 5L, 1L, 1L, 5L, 3L, 3L, 3L, 4L, 6L, 2L, 5L,
## 3L, 3L, 6L, 4L, 3L, 4L, 4L, 3L, 5L, 3L, 3L, 6L, 2L, 5L, 2L,
## 4L, NA, 4L, 4L, 4L, 1L, 4L, NA, 2L, 3L, 6L, 1L, 4L, 6L, 5L,
## NA, 6L, 6L, 6L, 4L, 5L, NA, 6L, 6L, NA, 2L, 5L, 5L, NA, 5L,
## 6L, 4L, 5L, 6L, 5L, 6L, 6L, 4L, 5L, 3L, 5L, 3L, 6L, 6L, 3L,
## 6L, 6L, 6L, 1L, 5L, 5L, 2L, NA, 6L, 6L, 5L, NA, 4L, 4L, 6L,
## 5L, 6L, 2L, 5L, 6L, 1L, 1L, 3L, 6L, 3L, 5L, 6L, 2L, NA, 4L,
## 5L, 5L, 6L, 4L, 1L, 3L, 6L, 4L, 5L, 2L, NA, 5L, 4L, 5L, 5L,
## 6L, 2L, NA, NA, 4L, 6L, 6L, 1L, 6L, 3L, 1L, 5L, 5L, 2L, 4L,
## 3L, 4L, 5L, NA, 3L, 5L, 5L, 4L, 6L, 3L, 5L, 6L, 3L, 2L, 6L,
## 6L, 5L, 3L, 4L, 4L, 4L, 3L, 2L, 1L, 2L, 6L, 2L, 6L, 3L, 4L,
## 6L, 5L, 2L, 6L, 2L, 5L, NA, NA, 4L, 4L, NA, NA, 4L, 6L, NA,
## 5L, 5L, 1L, 4L, 3L, 2L, 4L, 5L, 4L, 6L, 6L, 3L, 6L, 2L, 6L,
## 5L, 4L, 1L, 4L, 4L, 2L, 4L, 6L, 4L, 2L, 3L, 4L, 6L, 2L, 4L,
## 2L, 1L, 4L, 2L, 3L, 3L, 4L, 3L, 2L, 3L, 1L, 3L, 1L, 3L, 4L,
## 4L, 6L, 4L, 6L, 4L, 4L, 2L, 3L, 3L, 4L, 2L, 3L, 5L, 6L, 6L,
## 5L, 6L, 2L, 6L, 3L, 5L, 4L, 3L, 5L, 6L, 3L, 3L, 6L, 3L, 5L,
## 1L, NA, 3L, 2L, 2L, 5L, 3L, 3L, 2L, 4L, 6L, 4L, 4L, NA, 6L,
## NA, NA, 3L, 3L, NA, 5L, 3L, 5L, 4L, 6L, 5L, NA, 2L, 3L, 5L,
## 6L, 6L, 1L, 3L, NA, 5L, 4L, 3L, 6L, 3L, 3L, 4L, 5L, 1L, 5L,
## 6L, 3L, 4L, 4L, 5L, 4L, 5L, 5L, 6L, 4L, 6L, 5L, 5L, 5L, 4L,
## 2L, 4L, 4L, 5L, 4L, 3L, 5L, 5L, 4L, 1L, 3L, 5L, 6L, 6L, 5L,
## 1L, 5L, 5L, 2L, 5L, 4L, 4L, 4L, 2L, 5L, 6L, 1L, 3L, 3L, 5L,
## 4L, 5L, 5L, 1L, 3L, NA, NA, NA, 5L, 4L, 2L, NA, NA, 6L, NA,
## NA, 6L, 5L, 2L, NA, 5L, NA, 2L, NA, 6L, 6L, NA, 2L, 2L, NA,
## 5L, 4L, 3L, 4L, 6L, 5L, 3L, 5L, 1L, NA, 5L, NA, 2L, NA, 2L,
## 6L, 5L, 4L, 5L, 4L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 6L,
## 2L, 6L, NA, 5L, NA, NA, NA, 2L, NA, NA, 6L, 3L, NA, 1L, 6L,
## 4L, NA, 1L, 6L, 6L, 2L, 5L, 6L, 2L, 3L, 4L, 3L, 3L, 6L, 5L,
## 4L, 1L, 1L, 5L, 3L, 5L, 3L, 1L, 5L, 5L, 6L, 6L, 6L, 1L, 4L,
## 1L, 5L, 5L, 2L, 5L, 3L, 3L, 2L, 4L, 6L, 4L, 6L, 4L, 2L, 2L,
## 3L, 5L, 1L, 4L, 4L, 4L, 2L, 6L, NA, 3L, 6L, 4L, 2L, 4L, 4L,
## 5L, 1L, 5L, 3L, 4L, 3L, 6L, 4L, 3L, 1L, NA, 2L, 5L, 6L, 6L,
## 6L, 2L, 5L, NA, 1L, 4L, 5L, 3L, 6L, 5L, 5L, 4L, 2L, 5L, 5L,
## 5L, 6L, 6L, 5L, 4L, 5L, 3L, 5L, 4L, 5L, 5L, 5L, 6L, 4L, 5L,
## 2L, 4L, 2L, 5L, 6L, 5L, 2L, 5L, 3L, 3L, 5L, 3L, 5L, 3L, 4L,
## 5L, 3L, 6L, 6L, 5L, 4L, 2L, 5L, 5L, 4L, 6L, 3L, 4L, 3L, 5L,
## 5L, 6L, 5L, 6L, 4L, 5L, 3L, 6L, 3L, 2L, 2L, 4L, 3L, 4L, 5L,
## 4L, 4L, 3L, 4L, 6L, 5L, 2L, 1L, 4L, 5L, 5L, 4L, 4L, 1L, 4L,
## 4L, 4L, 4L, 5L, 4L, 5L, 5L, 5L, NA, NA, NA, NA, 3L, 4L, 5L,
## 6L, 5L, 4L, 4L, 4L, 6L, 4L, 3L, 5L, 6L, 3L, 5L, 4L, 3L, 5L,
## 4L, 2L, 4L, 3L, 1L, NA, NA, 3L, 2L, 4L, 1L, 6L, 6L, 6L, 2L,
## 3L, 4L, 4L, 3L, 5L, 6L, 5L, 6L, 3L, 6L, NA, 5L, 1L, 4L, 4L,
## 6L, 5L, 4L, 5L, 5L, 6L, 2L, 6L, 3L, 3L, 5L, 5L, 5L, 5L, 4L,
## 4L, 4L, 6L, 5L, 6L, 5L, 6L, 5L, 6L, 3L, 5L, 6L, 6L, 4L, 3L,
## 3L, 2L, 4L, 4L, 3L, 2L, 5L, 6L, 4L, 4L, 4L, 4L, 4L, 5L, 6L,
## 4L, 5L, 4L, 4L, 6L, 6L, 4L, 6L, 4L, 6L, 5L, 4L, 4L, 6L, 2L,
## 6L, 5L, 3L, 5L, 4L, 6L, 5L, 1L, 5L, NA, 3L, 2L, 4L, 5L, 5L,
## 5L, 5L, 1L, 4L, 6L, 5L, 5L, 5L, 4L, 2L, 4L, 4L, 5L, 4L, 3L,
## 5L, 5L, 4L, 1L, 3L, 5L, 6L, 6L, 5L, 1L, 5L, 5L, 2L, 5L, 4L,
## 4L, 4L, 2L, 5L, 6L, 1L, 3L, 3L, 5L, 4L, 1L, 5L, 2L, 5L, 5L,
## 3L, 3L, 4L, 4L, 6L, 2L, 6L, 4L, 2L, 2L, 4L, 4L, 4L, 5L, 1L,
## 2L, 6L, 6L, 2L, 4L, 3L, 4L, 4L, 5L, 1L, 3L, 3L, 5L, 6L, 4L,
## 4L, 3L, 3L, 2L, 6L, 6L, 1L, 5L, 2L, 5L, 6L, 1L, 3L, 5L, 4L,
## 5L, 5L, 6L, 5L, 3L, 6L, 6L, 4L, 4L, 5L, 5L, 3L, 5L, 4L, 5L,
## 5L, 6L, 6L, 4L, 5L, 4L, 5L, 2L, 5L, 6L, 5L, 6L, 5L, 5L, 4L,
## 6L, 4L, 6L, 6L, 5L, 5L, 5L, 6L, 5L, 5L, 5L, 4L, 3L, 6L, 5L,
## 6L, 5L, 3L, 5L, 6L, 2L, 6L, 4L, 6L, 3L, 5L, 6L, 4L, 4L, 4L,
## 6L, 3L, 1L, 5L, 4L, 1L, 2L, 5L, 6L, 6L, 5L, 6L, 3L, 5L, 4L,
## 5L, 6L, 4L, 3L, 5L, 6L, 4L, 5L, 2L, 4L, 6L, 6L, 2L, 5L, 4L,
## 5L, 5L, 4L, 5L, 6L, 4L, 5L, 3L, 3L, 5L, 4L, 4L, 4L, 5L, 5L,
## 6L, 4L, 4L, 4L, 6L, 5L, NA, 2L, 6L, NA, NA, 1L, 4L, NA, 4L,
## 5L, NA, 4L, 3L, 4L, 3L, NA, 3L, 3L, 4L, 6L, NA, 4L, 3L, 4L,
## 5L, 6L, 4L, 4L, 5L, 5L, 5L, 6L, 6L, 4L, 4L, 2L, NA, 5L, 4L,
## 2L, NA, 2L, 4L, 5L, 5L, 3L, 6L, 5L, 5L, NA, NA), ASDQII_7 = c(4L,
## 2L, 6L, 2L, 3L, 4L, 1L, 3L, 4L, 6L, 4L, 3L, 1L, 3L, 2L, 3L,
## 2L, 5L, 4L, 4L, 4L, 4L, 2L, 1L, 4L, 1L, 1L, 4L, 5L, 3L, 3L,
## 3L, 5L, 2L, 4L, 4L, 4L, 4L, 5L, 5L, 4L, 4L, 2L, 5L, 2L, 3L,
## 5L, 6L, 5L, 6L, 4L, 6L, 6L, 6L, 3L, 5L, 4L, 5L, 5L, 4L, 4L,
## 4L, 4L, 5L, 2L, 5L, 4L, 4L, 4L, 3L, 4L, 5L, 6L, 5L, 5L, 3L,
## 6L, 4L, 3L, 3L, 5L, 4L, 3L, 3L, 5L, 5L, 4L, 4L, 6L, 5L, 6L,
## 6L, 2L, 5L, 3L, 4L, 2L, 3L, 4L, 2L, 3L, 2L, 3L, 5L, 5L, 4L,
## 4L, 3L, 2L, 3L, 5L, 4L, 4L, 4L, 4L, 1L, 3L, 4L, 2L, 4L, 3L,
## 4L, 4L, 5L, 5L, 5L, 6L, 6L, 6L, 4L, 3L, 6L, 2L, 6L, 3L, 6L,
## 6L, 2L, 6L, 6L, 4L, 6L, 5L, 5L, NA, 6L, 6L, 5L, 6L, NA, NA,
## NA, 2L, 6L, 1L, NA, NA, 5L, 4L, 1L, 6L, 5L, 5L, 6L, 2L, 3L,
## 5L, 5L, 5L, 5L, NA, 5L, NA, 5L, 1L, 4L, 3L, 3L, 3L, 3L, 6L,
## 5L, 6L, 4L, 1L, 2L, 6L, 5L, 1L, 6L, 6L, 5L, 3L, 4L, 4L, 4L,
## 5L, 3L, 5L, 2L, 4L, 4L, 4L, 5L, 3L, NA, NA, 2L, 5L, 3L, 5L,
## 4L, NA, 4L, 5L, 4L, 5L, 4L, 4L, 3L, 4L, NA, 5L, 5L, 6L, 5L,
## 2L, 6L, 5L, 6L, 6L, 6L, 3L, 5L, 4L, 5L, 5L, NA, NA, NA, 1L,
## 4L, 6L, NA, 3L, 3L, 5L, 3L, 6L, 6L, NA, 3L, 3L, 3L, 3L, NA,
## NA, 6L, 6L, 6L, 6L, 6L, 5L, 5L, 5L, 5L, 2L, 4L, 5L, 6L, 6L,
## 5L, 6L, 6L, 6L, 6L, 5L, 1L, 5L, NA, 6L, 5L, 5L, 6L, 6L, 1L,
## 3L, 6L, 6L, 1L, 6L, 5L, 5L, 6L, 3L, 3L, 4L, NA, 4L, 2L, 4L,
## 2L, 4L, 2L, 3L, 5L, 6L, 4L, 3L, 1L, NA, NA, 4L, 5L, 5L, 6L,
## 4L, 6L, 6L, 6L, 4L, 1L, 1L, 5L, 4L, 4L, 3L, 4L, 5L, 2L, 5L,
## 2L, 4L, 6L, 3L, 3L, 5L, 4L, 5L, 5L, 3L, 4L, 5L, 3L, 5L, 1L,
## 3L, NA, 3L, 4L, 4L, 1L, 4L, NA, 2L, 3L, 6L, 1L, 4L, 6L, 5L,
## NA, 6L, 6L, 5L, 4L, 6L, NA, 6L, 5L, NA, 3L, 4L, 4L, NA, 6L,
## 6L, 5L, 6L, 6L, 6L, 6L, 6L, 4L, 5L, 3L, 6L, 3L, 6L, 6L, 1L,
## 5L, 6L, 6L, 1L, 4L, 4L, 4L, NA, 6L, 6L, 4L, NA, 3L, 4L, 6L,
## 5L, 6L, 1L, 6L, 6L, 1L, 1L, 4L, 6L, 2L, 6L, 6L, 2L, NA, 5L,
## 5L, 4L, 6L, 4L, 1L, 5L, 6L, 5L, 6L, 1L, NA, 5L, 1L, 5L, 4L,
## 6L, 3L, NA, NA, 3L, 6L, 6L, 1L, 6L, 5L, 1L, 5L, 4L, 3L, 5L,
## 3L, 4L, 3L, NA, 2L, 5L, 5L, 5L, 5L, 1L, 6L, 5L, 4L, 5L, 6L,
## 6L, 5L, 5L, 3L, 6L, 4L, 4L, 2L, 1L, 4L, 5L, 3L, 6L, 4L, 4L,
## 6L, 5L, 6L, 6L, 4L, 6L, NA, NA, 5L, 5L, NA, NA, 4L, 6L, NA,
## 5L, 4L, 1L, 5L, 3L, 4L, 1L, 5L, 4L, 6L, 4L, 4L, 6L, 2L, 6L,
## 5L, 5L, 2L, 3L, 6L, 2L, 4L, 6L, 4L, 3L, 4L, 4L, 5L, 2L, 5L,
## 2L, 1L, 5L, 2L, 4L, 3L, 5L, 3L, 2L, 3L, 1L, 3L, 1L, 2L, 4L,
## 2L, 5L, 3L, 5L, 4L, 4L, 3L, 4L, 2L, 5L, 2L, 3L, 3L, 5L, 6L,
## 5L, 6L, 3L, 6L, 3L, 6L, 4L, 3L, 5L, 6L, 3L, 4L, 3L, 4L, 4L,
## 2L, NA, 4L, 2L, 4L, 5L, 3L, 3L, 5L, 4L, 6L, 2L, 5L, NA, 6L,
## NA, NA, 2L, 3L, NA, 5L, 3L, 6L, 4L, 6L, 5L, NA, 4L, 2L, 3L,
## 6L, 4L, 1L, 4L, NA, 4L, 5L, 3L, 6L, 3L, 3L, 3L, 4L, 1L, 5L,
## 6L, 3L, 2L, 5L, 5L, 3L, 5L, 4L, 6L, 4L, 6L, 5L, 5L, 5L, 4L,
## 1L, 4L, 4L, 6L, 3L, 1L, 5L, 5L, 3L, 2L, 2L, 6L, 6L, 5L, 3L,
## 2L, 5L, 6L, 4L, 6L, 3L, 4L, 6L, 2L, 5L, 4L, 2L, 3L, 3L, 6L,
## 4L, 5L, 5L, 1L, 3L, NA, NA, NA, 5L, 4L, 3L, NA, NA, 6L, NA,
## NA, 6L, 5L, 3L, NA, 5L, NA, 3L, NA, 6L, 6L, NA, 2L, 4L, NA,
## 5L, 5L, 3L, 3L, 5L, 5L, 5L, 6L, 1L, NA, 5L, NA, 2L, NA, 1L,
## 6L, 6L, 5L, 4L, 5L, NA, NA, 6L, NA, NA, NA, 6L, NA, NA, 5L,
## 2L, 6L, NA, 4L, NA, NA, NA, 3L, NA, NA, 6L, 3L, NA, 1L, 6L,
## 1L, NA, 1L, 6L, 5L, 2L, 5L, 6L, 1L, 3L, 2L, 2L, 3L, 6L, 5L,
## 5L, 1L, 1L, 3L, 4L, 6L, 3L, 1L, 3L, 5L, 6L, 6L, 6L, 2L, 3L,
## 2L, 5L, 6L, 3L, 5L, 5L, 2L, 1L, 5L, 6L, 4L, 6L, 3L, 2L, 2L,
## 3L, 5L, 1L, 4L, 4L, 3L, 2L, 6L, NA, 3L, 6L, 4L, 2L, 3L, 4L,
## 5L, 3L, 5L, 1L, 3L, 3L, 6L, 4L, 4L, 1L, NA, 2L, 5L, 6L, 6L,
## 6L, 2L, 4L, NA, 1L, 4L, 5L, 3L, 6L, 5L, 5L, 5L, 3L, 5L, 5L,
## 5L, 6L, 6L, 5L, 2L, 5L, 3L, 5L, 3L, 5L, 4L, 4L, 6L, 5L, 5L,
## 2L, 4L, 1L, 5L, 6L, 3L, 2L, 4L, 3L, 3L, 5L, 3L, 5L, 2L, 3L,
## 5L, 4L, 6L, 6L, 6L, 4L, 3L, 5L, 5L, 4L, 5L, 3L, 4L, 3L, 5L,
## 5L, 6L, 5L, 6L, 4L, 5L, 3L, 5L, 3L, 4L, 2L, 4L, 4L, 4L, 6L,
## 2L, 4L, 2L, 4L, 6L, 3L, 4L, 2L, 4L, 6L, 5L, 4L, 3L, 1L, 4L,
## 3L, 3L, 3L, 3L, 4L, 5L, 3L, 5L, NA, NA, NA, NA, 3L, 4L, 6L,
## 6L, 3L, 4L, 4L, 4L, 6L, 3L, 3L, 6L, 6L, 4L, 6L, 4L, 4L, 4L,
## 5L, 2L, 3L, 3L, 2L, NA, NA, 2L, 2L, 1L, 1L, 6L, 6L, 6L, 1L,
## 4L, 4L, 5L, 3L, 5L, 5L, 3L, 6L, 4L, 6L, NA, 3L, 1L, 4L, 4L,
## 6L, 4L, 5L, 5L, 5L, 4L, 3L, 5L, 3L, 2L, 4L, 4L, 5L, 4L, 5L,
## 4L, 3L, 6L, 5L, 6L, 4L, 5L, 5L, 6L, 3L, 6L, 5L, 6L, 4L, 3L,
## 3L, 2L, 4L, 4L, 4L, 3L, 3L, 6L, 5L, 4L, 4L, 3L, 4L, 3L, 6L,
## 4L, 3L, 5L, 5L, 6L, 6L, 4L, 6L, 3L, 5L, 5L, 4L, 5L, 5L, 2L,
## 6L, 5L, 3L, 5L, 4L, 6L, 5L, 1L, 5L, NA, 2L, 2L, 4L, 5L, 5L,
## 5L, 4L, 1L, 4L, 6L, 5L, 5L, 5L, 4L, 1L, 4L, 4L, 6L, 3L, 1L,
## 5L, 5L, 3L, 2L, 2L, 6L, 6L, 5L, 3L, 2L, 5L, 6L, 4L, 6L, 3L,
## 4L, 6L, 2L, 5L, 4L, 2L, 3L, 3L, 6L, 4L, 2L, 5L, 3L, 5L, 6L,
## 5L, 2L, 5L, 4L, 6L, 1L, 6L, 3L, 2L, 2L, 4L, 4L, 3L, 5L, 1L,
## 2L, 6L, 6L, 2L, 3L, 3L, 4L, 4L, 5L, 3L, 1L, 3L, 5L, 6L, 3L,
## 4L, 3L, 4L, 2L, 6L, 6L, 1L, 5L, 2L, 4L, 6L, 1L, 3L, 5L, 4L,
## 6L, 6L, 5L, 3L, 4L, 6L, 5L, 4L, 6L, 4L, 5L, 3L, 4L, 5L, 5L,
## 6L, 6L, 5L, 4L, 5L, 1L, 6L, 3L, 5L, 6L, 4L, 6L, 4L, 5L, 4L,
## 6L, 3L, 5L, 6L, 5L, 6L, 6L, 6L, 5L, 5L, 5L, 5L, 3L, 3L, 3L,
## 5L, 4L, 3L, 6L, 6L, 3L, 5L, 3L, 6L, 4L, 5L, 6L, 5L, 3L, 2L,
## 6L, 3L, 2L, 4L, 3L, 1L, 2L, 3L, 6L, 6L, 4L, 6L, 2L, 5L, 5L,
## 5L, 6L, 4L, 4L, 4L, 4L, 4L, 5L, 2L, 2L, 5L, 6L, 2L, 4L, 4L,
## 5L, 4L, 5L, 6L, 6L, 5L, 5L, 2L, 3L, 5L, 4L, 3L, 4L, 3L, 4L,
## 6L, 2L, 6L, 3L, 4L, 5L, NA, 1L, 6L, NA, NA, 1L, 2L, NA, 3L,
## 6L, NA, 3L, 2L, 3L, 2L, NA, 3L, 4L, 4L, 5L, NA, 4L, 3L, 4L,
## 5L, 5L, 4L, 5L, 6L, 5L, 4L, 6L, 5L, 4L, 5L, 2L, NA, 5L, 4L,
## 1L, NA, 4L, 4L, 4L, 4L, 3L, 5L, 4L, 5L, NA, NA), ASDQII_8 = c(4L,
## 1L, 6L, 2L, 3L, 5L, 1L, 4L, 4L, 4L, 4L, 4L, 1L, 4L, 1L, 3L,
## 1L, 4L, 3L, 4L, 5L, 4L, 2L, 1L, 4L, 1L, 1L, 4L, 5L, 3L, 3L,
## 2L, 4L, 1L, 5L, 5L, 3L, 4L, 4L, 5L, 4L, 1L, 2L, 5L, 1L, 3L,
## 5L, 5L, 5L, 6L, 4L, 6L, 6L, 6L, 4L, 5L, 4L, 5L, 6L, 5L, 4L,
## 5L, 3L, 3L, 1L, 4L, 4L, 5L, 4L, 3L, 4L, 4L, 4L, 4L, 5L, 3L,
## 6L, 4L, 4L, 3L, 5L, 3L, 3L, 3L, 4L, 3L, 4L, 4L, 6L, 5L, 6L,
## 6L, 3L, 5L, 2L, 6L, 4L, 4L, 3L, 2L, 4L, 2L, 5L, 4L, 5L, 5L,
## 4L, 3L, 1L, 4L, 5L, 3L, 4L, 4L, 5L, 1L, 3L, 4L, 2L, 4L, 3L,
## 5L, 3L, 5L, 4L, 5L, 6L, 6L, 5L, 4L, 6L, 6L, 4L, 5L, 5L, 5L,
## 5L, 2L, 5L, 5L, 4L, 6L, 6L, 4L, NA, 6L, 6L, 5L, 6L, NA, NA,
## NA, 2L, 6L, 1L, NA, NA, 5L, 2L, 2L, 6L, 5L, 5L, 6L, 2L, 4L,
## 6L, 5L, 5L, 5L, NA, 5L, NA, 5L, 1L, 3L, 3L, 2L, 4L, 4L, 6L,
## 5L, 6L, 5L, 1L, 2L, 6L, 4L, 3L, 5L, 6L, 4L, 3L, 5L, 4L, 4L,
## 5L, 2L, 5L, 3L, 4L, 5L, 4L, 5L, 3L, NA, NA, 2L, 5L, 3L, 4L,
## 4L, NA, 4L, 5L, 3L, 4L, 5L, 4L, 4L, 5L, NA, 6L, 5L, 6L, 5L,
## 2L, 6L, 5L, 6L, 6L, 5L, 3L, 4L, 3L, 5L, 5L, NA, NA, NA, 1L,
## 4L, 6L, NA, 1L, 3L, 5L, 2L, 6L, 6L, NA, 6L, 3L, 3L, 3L, NA,
## NA, 6L, 6L, 6L, 6L, 5L, 3L, 5L, 6L, 4L, 5L, 3L, 5L, 6L, 6L,
## 5L, 6L, 6L, 5L, 6L, 5L, 1L, 6L, NA, 6L, 3L, 6L, 6L, 5L, 1L,
## 4L, 6L, 6L, 1L, 6L, 3L, 6L, 6L, 3L, 4L, 3L, NA, 4L, 3L, 4L,
## 2L, 3L, 1L, 1L, 5L, 6L, 4L, 3L, 1L, NA, NA, 4L, 5L, 5L, 6L,
## 4L, 6L, 6L, 6L, 5L, 3L, 1L, 5L, 5L, 3L, 4L, 4L, 5L, 3L, 4L,
## 2L, 4L, 6L, 4L, 5L, 5L, 4L, 4L, 3L, 4L, 6L, 5L, 3L, 5L, 2L,
## 4L, NA, 4L, 5L, 4L, 1L, 4L, NA, 1L, 4L, 6L, 6L, 4L, 4L, 5L,
## NA, 6L, 6L, 5L, 4L, 6L, NA, 6L, 5L, NA, 3L, 2L, 4L, NA, 5L,
## 6L, 4L, 5L, 5L, 5L, 5L, 6L, 4L, 5L, 3L, 6L, 3L, 6L, 6L, 2L,
## 6L, 6L, 6L, 1L, 5L, 5L, 3L, NA, 6L, 5L, 5L, NA, 4L, 3L, 6L,
## 6L, 6L, 3L, 5L, 6L, 1L, 1L, 4L, 6L, 2L, 5L, 6L, 3L, NA, 5L,
## 5L, 5L, 6L, 3L, 1L, 5L, 6L, 4L, 5L, 2L, NA, 6L, 4L, 5L, 5L,
## 6L, 3L, NA, NA, 3L, 6L, 5L, 1L, 6L, 3L, 1L, 6L, 4L, 1L, 4L,
## 4L, 4L, 3L, NA, 2L, 5L, 4L, 4L, 5L, 1L, 6L, 5L, 4L, 5L, 6L,
## 6L, 4L, 4L, 3L, 5L, 2L, 3L, 4L, 1L, 3L, 6L, 2L, 6L, 4L, 4L,
## 6L, 5L, 3L, 6L, 6L, 5L, NA, NA, 5L, 4L, NA, NA, 5L, 6L, NA,
## 5L, 4L, 1L, 4L, 2L, 2L, 1L, 5L, 4L, 6L, 5L, 3L, 6L, 2L, 6L,
## 5L, 4L, 1L, 3L, 6L, 3L, 5L, 6L, 3L, 1L, 5L, 3L, 6L, 4L, 5L,
## 3L, 2L, 5L, 2L, 4L, 4L, 4L, 3L, 2L, 3L, 1L, 3L, 1L, 2L, 4L,
## 3L, 5L, 4L, 6L, 4L, 3L, 3L, 4L, 2L, 4L, 2L, 3L, 4L, 5L, 6L,
## 5L, 6L, 3L, 6L, 3L, 5L, 4L, 3L, 5L, 6L, 3L, 3L, 1L, 4L, 5L,
## 3L, NA, 3L, 6L, 2L, 5L, 3L, 4L, 5L, 4L, 6L, 3L, 5L, NA, 6L,
## NA, NA, 1L, 3L, NA, 5L, 4L, 5L, 3L, 6L, 5L, NA, 3L, 3L, 4L,
## 6L, 5L, 1L, 3L, NA, 4L, 6L, 2L, 6L, 3L, 3L, 4L, 4L, 1L, 5L,
## 6L, 3L, 3L, 5L, 5L, 4L, 5L, 5L, 6L, 3L, 6L, 5L, 5L, 5L, 4L,
## 1L, 4L, 4L, 5L, 3L, 3L, 4L, 4L, 4L, 3L, 2L, 5L, 6L, 5L, 5L,
## 1L, 4L, 5L, 3L, 5L, 4L, 4L, 4L, 2L, 4L, 4L, 2L, 3L, 2L, 5L,
## 4L, 5L, 5L, 1L, 2L, NA, NA, NA, 6L, 4L, 3L, NA, NA, 6L, NA,
## NA, 6L, 4L, 3L, NA, 5L, NA, 2L, NA, 6L, 6L, NA, 3L, 1L, NA,
## 5L, 5L, 2L, 4L, 6L, 5L, 4L, 6L, 1L, NA, 5L, NA, 2L, NA, 2L,
## 6L, 6L, 5L, 4L, 4L, NA, NA, 6L, NA, NA, NA, 5L, NA, NA, 4L,
## 2L, 6L, NA, 4L, NA, NA, NA, 2L, NA, NA, 6L, 3L, NA, 2L, 6L,
## 1L, NA, 1L, 6L, 4L, 2L, 5L, 6L, 3L, 3L, 4L, 3L, 4L, 6L, 5L,
## 4L, 1L, 1L, 6L, 4L, 4L, 4L, 1L, 3L, 5L, 6L, 6L, 6L, 3L, 4L,
## 2L, 5L, 5L, 4L, 4L, 3L, 2L, 2L, 3L, 5L, 5L, 6L, 4L, 2L, 2L,
## 3L, 5L, 1L, 4L, 5L, 5L, 3L, 6L, NA, 3L, 6L, 4L, 2L, 4L, 4L,
## 5L, 3L, 5L, 1L, 4L, 2L, 6L, 4L, 3L, 1L, NA, 1L, 5L, 6L, 5L,
## 6L, 2L, 4L, NA, 1L, 3L, 4L, 3L, 6L, 5L, 5L, 4L, 3L, 5L, 5L,
## 5L, 6L, 6L, 5L, 3L, 5L, 3L, 5L, 4L, 5L, 5L, 1L, 6L, 5L, 5L,
## 2L, 4L, 1L, 5L, 6L, 4L, 3L, 5L, 3L, 3L, 5L, 4L, 5L, 5L, 3L,
## 6L, 4L, 6L, 6L, 5L, 4L, 2L, 4L, 5L, 4L, 5L, 3L, 4L, 3L, 5L,
## 5L, 6L, 6L, 6L, 4L, 5L, 4L, 5L, 3L, 2L, 3L, 4L, 1L, 4L, 1L,
## 2L, 4L, 1L, 4L, 6L, 4L, 3L, 2L, 4L, 5L, 5L, 5L, 4L, 2L, 4L,
## 3L, 3L, 4L, 5L, 4L, 5L, 1L, 5L, NA, NA, NA, NA, 2L, 4L, 6L,
## 6L, 4L, 5L, 4L, 4L, 6L, 4L, 3L, 5L, 6L, 3L, 6L, 4L, 3L, 4L,
## 5L, 2L, 3L, 3L, 1L, NA, NA, 2L, 2L, 1L, 1L, 6L, 6L, 6L, 1L,
## 3L, 5L, 4L, 3L, 5L, 5L, 3L, 6L, 3L, 6L, NA, 5L, 1L, 5L, 4L,
## 6L, 5L, 6L, 5L, 5L, 5L, 3L, 5L, 1L, 3L, 4L, 4L, 5L, 4L, 4L,
## 5L, 4L, 6L, 4L, 6L, 5L, 5L, 6L, 6L, 3L, 6L, 5L, 6L, 5L, 3L,
## 4L, 1L, 4L, 4L, 4L, 2L, 6L, 5L, 5L, 5L, 4L, 4L, 5L, 2L, 6L,
## 4L, 3L, 5L, 5L, 6L, 6L, 4L, 5L, 4L, 6L, 6L, 4L, 4L, 5L, 1L,
## 6L, 5L, 3L, 5L, 5L, 6L, 6L, 1L, 5L, NA, 2L, 2L, 5L, 5L, 4L,
## 5L, 5L, 1L, 3L, 6L, 5L, 5L, 5L, 4L, 1L, 4L, 4L, 5L, 3L, 3L,
## 4L, 4L, 4L, 3L, 2L, 5L, 6L, 5L, 5L, 1L, 4L, 5L, 3L, 5L, 4L,
## 4L, 4L, 2L, 4L, 4L, 2L, 3L, 2L, 5L, 4L, 2L, 5L, 4L, 4L, 5L,
## 3L, 2L, 3L, 5L, 6L, 2L, 5L, 4L, 2L, 2L, 4L, 5L, 5L, 5L, 1L,
## 3L, 6L, 6L, 2L, 4L, 3L, 4L, 4L, 5L, 3L, 1L, 2L, 5L, 6L, 4L,
## 4L, 3L, 3L, 1L, 6L, 6L, 1L, 5L, 2L, 4L, 5L, 2L, 5L, 6L, 4L,
## 6L, 6L, 6L, 3L, 2L, 6L, 6L, 4L, 6L, 5L, 5L, 2L, 4L, 5L, 5L,
## 6L, 6L, 5L, 4L, 5L, 4L, 6L, 3L, 6L, 6L, 5L, 6L, 4L, 4L, 4L,
## 6L, 3L, 5L, 5L, 6L, 6L, 6L, 6L, 4L, 5L, 5L, 5L, 4L, 5L, 4L,
## 5L, 4L, 3L, 6L, 6L, 1L, 6L, 3L, 6L, 4L, 6L, 6L, 4L, 3L, 3L,
## 6L, 5L, 2L, 6L, 5L, 2L, 2L, 3L, 5L, 6L, 3L, 6L, 3L, 5L, 5L,
## 6L, 6L, 4L, 4L, 2L, 6L, 5L, 6L, 2L, 2L, 6L, 6L, 4L, 5L, 3L,
## 5L, 5L, 5L, 5L, 6L, 6L, 6L, 2L, 2L, 5L, 5L, 4L, 3L, 5L, 6L,
## 6L, 4L, 6L, 3L, 5L, 5L, NA, 1L, 6L, NA, NA, 1L, 3L, NA, 4L,
## 4L, NA, 3L, 3L, 3L, 2L, NA, 3L, 3L, 5L, 3L, NA, 3L, 3L, 4L,
## 5L, 5L, 4L, 5L, 6L, 5L, 5L, 6L, 3L, 5L, 5L, 2L, NA, 6L, 3L,
## 1L, NA, 4L, 5L, 5L, 4L, 3L, 6L, 5L, 5L, NA, NA), ASDQII_9 = c(6L,
## 3L, 6L, 1L, 1L, 4L, 1L, 3L, 4L, 4L, 4L, 4L, 1L, 4L, 2L, 3L,
## 3L, 6L, 1L, 3L, 4L, 4L, 2L, 1L, 3L, 1L, 1L, 4L, 5L, 4L, 3L,
## 3L, 5L, 2L, 5L, 4L, 4L, 4L, 4L, 6L, 5L, 2L, 1L, 5L, 2L, 3L,
## 4L, 5L, 5L, 6L, 4L, 5L, 6L, 5L, 3L, 4L, 3L, 5L, 3L, 4L, 5L,
## 4L, 3L, 5L, 1L, 4L, 4L, 6L, 3L, 4L, 4L, 5L, 4L, 4L, 5L, 3L,
## 5L, 4L, 5L, 5L, 4L, 3L, 3L, 4L, 4L, 2L, 4L, 3L, 5L, 5L, 6L,
## 5L, 2L, 4L, 3L, 6L, 4L, 4L, 4L, 2L, 4L, 2L, 3L, 4L, 5L, 5L,
## 5L, 3L, 3L, 3L, 5L, 3L, 4L, 4L, 4L, 1L, 4L, 5L, 2L, 3L, 3L,
## 4L, 2L, 5L, 5L, 4L, 6L, 6L, 5L, 4L, 5L, 6L, 3L, 5L, 4L, 6L,
## 6L, 1L, 5L, 5L, 4L, 6L, 5L, 4L, NA, 6L, 6L, 4L, 6L, NA, NA,
## NA, 2L, 6L, 1L, NA, NA, 5L, 3L, 2L, 5L, 4L, 5L, 6L, 2L, 4L,
## 6L, 6L, 4L, 5L, NA, 5L, NA, 5L, 1L, 4L, 3L, 2L, 3L, 4L, 6L,
## 4L, 6L, 4L, 1L, 3L, 5L, 4L, 4L, 6L, 5L, 4L, 3L, 4L, 3L, 4L,
## 5L, 3L, 6L, 2L, 3L, 5L, 6L, 5L, 3L, NA, NA, 2L, 4L, 4L, 5L,
## 4L, NA, 4L, 5L, 3L, 4L, 4L, 5L, 3L, 4L, NA, 5L, 5L, 6L, 6L,
## 2L, 6L, 5L, 5L, 6L, 5L, 3L, 5L, 4L, 6L, 5L, NA, NA, NA, 1L,
## 4L, 6L, NA, 1L, 2L, 5L, 1L, 5L, 6L, NA, 4L, 2L, 3L, 4L, NA,
## NA, 6L, 6L, 6L, 6L, 5L, 3L, 4L, 6L, 4L, 5L, 4L, 6L, 6L, 6L,
## 4L, 6L, 6L, 6L, 6L, 5L, 1L, 5L, NA, 6L, 3L, 5L, 6L, 6L, 1L,
## 3L, 6L, 6L, 1L, 6L, 3L, 6L, 6L, 3L, 3L, 3L, NA, 4L, 2L, 4L,
## 2L, 3L, 4L, 2L, 5L, 6L, 2L, 2L, 1L, NA, NA, 4L, 6L, 5L, 6L,
## 3L, 5L, 6L, 6L, 5L, 4L, 1L, 3L, 3L, 4L, 3L, 4L, 5L, 3L, 6L,
## 3L, 4L, 6L, 5L, 5L, 5L, 4L, 3L, 3L, 3L, 3L, 5L, 3L, 5L, 2L,
## 3L, NA, 4L, 4L, 4L, 1L, 4L, NA, 2L, 3L, 6L, 6L, 3L, 5L, 5L,
## NA, 6L, 6L, 4L, 3L, 5L, NA, 5L, 5L, NA, 3L, 3L, 4L, NA, 6L,
## 6L, 3L, 5L, 5L, 4L, 6L, 5L, 4L, 5L, 3L, 5L, 3L, 6L, 6L, 2L,
## 6L, 6L, 6L, 1L, 5L, 4L, 5L, NA, 6L, 6L, 4L, NA, 3L, 4L, 5L,
## 4L, 6L, 2L, 6L, 6L, 1L, 1L, 4L, 6L, 2L, 5L, 6L, 2L, NA, 5L,
## 5L, 5L, 6L, 3L, 1L, 3L, 6L, 4L, 4L, 1L, NA, 6L, 3L, 5L, 4L,
## 6L, 3L, NA, NA, 4L, 6L, 5L, 1L, 6L, 5L, 1L, 5L, 5L, 2L, 4L,
## 3L, 4L, 4L, NA, 1L, 4L, 5L, 4L, 4L, 1L, 6L, 5L, 3L, 5L, 6L,
## 6L, 4L, 4L, 4L, 5L, 4L, 3L, 2L, 1L, 1L, 6L, 3L, 6L, 5L, 4L,
## 6L, 5L, 4L, 6L, 4L, 5L, NA, NA, 5L, 5L, NA, NA, 4L, 6L, NA,
## 5L, 4L, 4L, 5L, 3L, 3L, 1L, 6L, 4L, 6L, 5L, 3L, 6L, 2L, 6L,
## 5L, 5L, 2L, 3L, 3L, 1L, 4L, 6L, 3L, 1L, 3L, 3L, 6L, 5L, 5L,
## 4L, 1L, 5L, 3L, 3L, 4L, 3L, 3L, 1L, 3L, 1L, 4L, 1L, 3L, 5L,
## 3L, 5L, 4L, 6L, 3L, 4L, 1L, 5L, 2L, 4L, 2L, 3L, 4L, 6L, 6L,
## 5L, 6L, 3L, 6L, 2L, 5L, 5L, 4L, 5L, 6L, 3L, 4L, 1L, 3L, 4L,
## 1L, NA, 4L, 4L, 2L, 5L, 3L, 4L, 3L, 4L, 6L, 2L, 5L, NA, 6L,
## NA, NA, 2L, 3L, NA, 5L, 3L, 4L, 4L, 6L, 5L, NA, 3L, 3L, 4L,
## 6L, 4L, 1L, 3L, NA, 2L, 4L, 3L, 6L, 3L, 3L, 4L, 3L, 1L, 5L,
## 6L, 3L, 3L, 4L, 5L, 3L, 5L, 5L, 6L, 3L, 5L, 3L, 5L, 4L, 4L,
## 1L, 4L, 4L, 4L, 4L, 3L, 5L, 5L, 4L, 2L, 2L, 4L, 6L, 5L, 4L,
## 1L, 5L, 5L, 2L, 5L, 3L, 4L, 4L, 1L, 5L, 5L, 1L, 1L, 3L, 5L,
## 4L, 5L, 5L, 1L, 2L, NA, NA, NA, 5L, 4L, 3L, NA, NA, 5L, NA,
## NA, 6L, 4L, 1L, NA, 5L, NA, 3L, NA, 6L, 6L, NA, 2L, 2L, NA,
## 4L, 3L, 3L, 4L, 6L, 6L, 5L, 5L, 1L, NA, 5L, NA, 2L, NA, 2L,
## 6L, 5L, 5L, 4L, 3L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 5L,
## 2L, 6L, NA, 5L, NA, NA, NA, 2L, NA, NA, 6L, 3L, NA, 1L, 6L,
## 1L, NA, 1L, 6L, 5L, 2L, 5L, 6L, 2L, 3L, 5L, 3L, 3L, 6L, 5L,
## 4L, 1L, 1L, 5L, 4L, 6L, 4L, 1L, 4L, 5L, 6L, 6L, 6L, 1L, 3L,
## 2L, 5L, 5L, 3L, 4L, 5L, 2L, 1L, 5L, 4L, 4L, 6L, 3L, 3L, 2L,
## 3L, 5L, 1L, 4L, 3L, 5L, 2L, 6L, NA, 3L, 6L, 4L, 2L, 4L, 4L,
## 5L, 1L, 6L, 6L, 5L, 3L, 6L, 5L, 3L, 1L, NA, 1L, 5L, 6L, 5L,
## 6L, 3L, 4L, NA, 1L, 3L, 4L, 2L, 6L, 5L, 5L, 5L, 3L, 5L, 5L,
## 5L, 6L, 6L, 5L, 3L, 5L, 5L, 5L, 4L, 5L, 5L, 4L, 6L, 5L, 5L,
## 2L, 4L, 2L, 4L, 6L, 4L, 2L, 5L, 3L, 3L, 5L, 4L, 5L, 5L, 3L,
## 4L, 4L, 6L, 6L, 5L, 3L, 2L, 5L, 4L, 5L, 4L, 3L, 4L, 3L, 5L,
## 5L, 6L, 6L, 6L, 4L, 5L, 3L, 3L, 3L, 1L, 3L, 4L, 2L, 4L, 1L,
## 4L, 4L, 2L, 4L, 6L, 2L, 4L, 2L, 4L, 5L, 5L, 5L, 4L, 1L, 4L,
## 4L, 3L, 4L, 4L, 4L, 5L, 1L, 5L, NA, NA, NA, NA, 5L, 4L, 6L,
## 5L, 4L, 4L, 5L, 3L, 6L, 3L, 3L, 5L, 6L, 3L, 6L, 4L, 2L, 5L,
## 5L, 3L, 3L, 2L, 5L, NA, NA, 3L, 2L, 1L, 1L, 6L, 6L, 6L, 1L,
## 3L, 5L, 2L, 2L, 5L, 5L, 5L, 6L, 3L, 6L, NA, 5L, 1L, 5L, 4L,
## 5L, 4L, 4L, 5L, 4L, 6L, 3L, 5L, 3L, 3L, 4L, 4L, 4L, 5L, 4L,
## 4L, 4L, 6L, 5L, 5L, 4L, 5L, 5L, 5L, 3L, 5L, 5L, 6L, 5L, 3L,
## 3L, 2L, 4L, 4L, 4L, 2L, 5L, 3L, 4L, 4L, 4L, 4L, 4L, 2L, 5L,
## 4L, 5L, 4L, 5L, 6L, 6L, 4L, 5L, 4L, 6L, 6L, 4L, 3L, 5L, 1L,
## 5L, 5L, 3L, 5L, 4L, 6L, 5L, 1L, 5L, NA, 2L, 2L, 4L, 4L, 4L,
## 6L, 4L, 1L, 3L, 5L, 3L, 5L, 4L, 4L, 1L, 4L, 4L, 4L, 4L, 3L,
## 5L, 5L, 4L, 2L, 2L, 4L, 6L, 5L, 4L, 1L, 5L, 5L, 2L, 5L, 3L,
## 4L, 4L, 1L, 5L, 5L, 1L, 1L, 3L, 5L, 4L, 2L, 5L, 3L, 4L, 5L,
## 5L, 2L, 5L, 4L, 6L, 1L, 4L, 3L, 2L, 3L, 4L, 3L, 5L, 5L, 1L,
## 2L, 6L, 6L, 2L, 4L, 3L, 4L, 4L, 5L, 1L, 6L, 3L, 6L, 6L, 5L,
## 5L, 3L, 3L, 1L, 6L, 6L, 1L, 5L, 3L, 4L, 5L, 2L, 3L, 5L, 3L,
## 6L, 5L, 4L, 4L, 3L, 6L, 6L, 5L, 5L, 5L, 5L, 2L, 5L, 5L, 5L,
## 5L, 6L, 5L, 4L, 4L, 4L, 6L, 3L, 5L, 5L, 5L, 6L, 5L, 4L, 4L,
## 6L, 3L, 6L, 6L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, 3L, 5L, 4L,
## 5L, 4L, 3L, 5L, 6L, 1L, 4L, 3L, 6L, 5L, 5L, 6L, 4L, 4L, 3L,
## 6L, 5L, 2L, 4L, 2L, 1L, 2L, 3L, 6L, 6L, 4L, 6L, 3L, 5L, 4L,
## 4L, 5L, 4L, 3L, 5L, 5L, 4L, 5L, 2L, 2L, 6L, 5L, 2L, 3L, 3L,
## 5L, 5L, 4L, 5L, 5L, 4L, 5L, 2L, 3L, 5L, 4L, 4L, 5L, 4L, 4L,
## 5L, 4L, 4L, 4L, 4L, 5L, NA, 1L, 6L, NA, NA, 1L, 3L, NA, 4L,
## 5L, NA, 4L, 3L, 4L, 2L, NA, 3L, 4L, 4L, 6L, NA, 4L, 3L, 4L,
## 4L, 5L, 4L, 4L, 6L, 5L, 4L, 6L, 5L, 4L, 4L, 2L, NA, 5L, 3L,
## 1L, NA, 3L, 4L, 4L, 4L, 4L, 6L, 4L, 4L, NA, NA), ASDQII_10 = c(1L,
## 6L, 6L, 1L, 3L, 3L, 1L, 4L, 3L, 5L, 4L, 4L, 1L, 4L, 2L, 4L,
## 1L, 5L, 4L, 4L, 4L, 3L, 2L, 3L, 5L, 1L, 1L, 4L, 5L, 3L, 3L,
## 4L, 5L, 2L, 4L, 4L, 4L, 4L, 5L, 6L, 4L, 3L, 1L, 5L, 1L, 4L,
## 5L, 6L, 5L, 6L, 4L, 6L, 6L, 6L, 3L, 6L, 4L, 5L, 5L, 4L, 4L,
## 5L, 3L, 4L, 2L, 5L, 4L, 5L, 4L, 3L, 4L, 4L, 5L, 4L, 5L, 3L,
## 5L, 4L, 4L, 3L, 5L, 3L, 3L, 3L, 5L, 4L, 4L, 4L, 5L, 4L, 6L,
## 6L, 2L, 4L, 3L, 6L, 4L, 4L, 5L, 4L, 5L, 2L, 4L, 3L, 5L, 5L,
## 4L, 3L, 3L, 4L, 5L, 4L, 4L, 4L, 4L, 1L, 3L, 4L, 2L, 4L, 3L,
## 5L, 3L, 5L, 5L, 4L, 6L, 6L, 6L, 4L, 5L, 6L, 2L, 5L, 4L, 6L,
## 6L, 5L, 5L, 6L, 4L, 6L, 5L, 3L, NA, 6L, 6L, 6L, 6L, NA, NA,
## NA, 3L, 6L, 2L, NA, NA, 5L, 4L, 2L, 5L, 5L, 5L, 6L, 3L, 3L,
## 6L, 6L, 5L, 5L, NA, 5L, NA, 5L, 1L, 4L, 3L, 3L, 4L, 4L, 6L,
## 5L, 5L, 3L, 1L, 2L, 5L, 5L, 5L, 5L, 5L, 5L, 3L, 5L, 4L, 5L,
## 5L, 3L, 6L, 3L, 4L, 3L, 4L, 5L, 3L, NA, NA, 1L, 5L, 3L, 5L,
## 4L, NA, 4L, 5L, 3L, 5L, 4L, 4L, 3L, 5L, NA, 6L, 5L, 6L, 5L,
## 2L, 6L, 5L, 5L, 6L, 6L, 3L, 5L, 4L, 6L, 6L, NA, NA, NA, 1L,
## 4L, 6L, NA, 1L, 3L, 6L, 3L, 6L, 6L, NA, 6L, 3L, 3L, 4L, NA,
## NA, 6L, 6L, 6L, 6L, 6L, 3L, 5L, 6L, 5L, 5L, 5L, 6L, 6L, 6L,
## 5L, 6L, 6L, 6L, 6L, 6L, 1L, 5L, NA, 6L, 3L, 6L, 6L, 6L, 1L,
## 5L, 6L, 6L, 1L, 6L, 4L, 6L, 6L, 3L, 4L, 4L, NA, 5L, 3L, 3L,
## 3L, 4L, 3L, 2L, 5L, 6L, 1L, 5L, 1L, NA, NA, 5L, 5L, 5L, 6L,
## 3L, 6L, 5L, 6L, 5L, 5L, 1L, 5L, 4L, 4L, 4L, 4L, 5L, 3L, 6L,
## 3L, 4L, 6L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 3L, 6L, 3L, 5L, 3L,
## 3L, NA, 4L, 4L, 4L, 2L, 5L, NA, 1L, 4L, 6L, 5L, 4L, 6L, 4L,
## NA, 5L, 6L, 5L, 4L, 6L, NA, 5L, 6L, NA, 3L, 5L, 4L, NA, 6L,
## 6L, 4L, 6L, 5L, 6L, 6L, 6L, 4L, 6L, 4L, 5L, 5L, 6L, 6L, 2L,
## 5L, 6L, 6L, 1L, 4L, 5L, 3L, NA, 6L, 6L, 4L, NA, 3L, 4L, 6L,
## 6L, 6L, 6L, 6L, 6L, 1L, 1L, 4L, 6L, 2L, 6L, 6L, 3L, NA, 5L,
## 5L, 6L, 6L, 5L, 2L, 4L, 6L, 4L, 6L, 2L, NA, 6L, 3L, 3L, 5L,
## 6L, 2L, NA, NA, 3L, 6L, 6L, 3L, 6L, 3L, 3L, 5L, 5L, 3L, 4L,
## 4L, 4L, 3L, NA, 3L, 4L, 5L, 6L, 6L, 2L, 5L, 5L, 5L, 5L, 6L,
## 6L, 6L, 4L, 4L, 6L, 4L, 2L, 5L, 1L, 3L, 6L, 2L, 6L, 4L, 4L,
## 6L, 5L, 4L, 6L, 6L, 6L, NA, NA, 6L, 5L, NA, NA, 5L, 6L, NA,
## 5L, 4L, 4L, 3L, 2L, 2L, 4L, 5L, 4L, 6L, 5L, 4L, 6L, 2L, 5L,
## 5L, 4L, 2L, 3L, 6L, 1L, 4L, 6L, 4L, 3L, 5L, 4L, 6L, 5L, 4L,
## 2L, 1L, 5L, 2L, 4L, 4L, 4L, 3L, 4L, 4L, 1L, 3L, 3L, 4L, 4L,
## 3L, 5L, 4L, 6L, 4L, 4L, 3L, 5L, 3L, 5L, 2L, 2L, 4L, 6L, 6L,
## 5L, 6L, 4L, 6L, 3L, 5L, 4L, 3L, 6L, 6L, 3L, 3L, 1L, 4L, 5L,
## 3L, NA, 2L, 2L, 2L, 6L, 4L, 4L, 5L, 4L, 6L, 4L, 5L, NA, 6L,
## NA, NA, 3L, 2L, NA, 5L, 3L, 5L, 4L, 6L, 4L, NA, 4L, 4L, 3L,
## 6L, 4L, 1L, 4L, NA, 4L, 4L, 4L, 5L, 3L, 3L, 4L, 5L, 1L, 5L,
## 6L, 3L, 3L, 4L, 5L, 4L, 4L, 4L, 6L, 3L, 5L, 4L, 5L, 5L, 4L,
## 2L, 4L, 4L, 6L, 3L, 2L, 5L, 5L, 4L, 3L, 3L, 5L, 6L, 5L, 6L,
## 3L, 5L, 5L, 4L, 5L, 4L, 5L, 4L, 2L, 4L, 4L, 1L, 1L, 3L, 5L,
## 4L, 5L, 4L, 1L, 2L, NA, NA, NA, 5L, 4L, 3L, NA, NA, 6L, NA,
## NA, 6L, 5L, 1L, NA, 5L, NA, 3L, NA, 6L, 6L, NA, 3L, 1L, NA,
## 6L, 4L, 3L, 3L, 6L, 5L, 4L, 5L, 1L, NA, 5L, NA, 2L, NA, 4L,
## 6L, 6L, 5L, 5L, 5L, NA, NA, 6L, NA, NA, NA, 6L, NA, NA, 5L,
## 2L, 6L, NA, 5L, NA, NA, NA, 3L, NA, NA, 6L, 3L, NA, 1L, 6L,
## 1L, NA, 1L, 6L, 6L, 2L, 5L, 6L, 2L, 3L, 5L, 3L, 4L, 6L, 5L,
## 4L, 1L, 1L, 6L, 4L, 6L, 4L, 1L, 3L, 5L, 6L, 5L, 6L, 1L, 4L,
## 2L, 5L, 5L, 4L, 5L, 3L, 2L, 2L, 4L, 6L, 4L, 6L, 3L, 2L, 3L,
## 4L, 5L, 1L, 4L, 4L, 4L, 2L, 6L, NA, 3L, 6L, 4L, 2L, 4L, 5L,
## 5L, 1L, 4L, 1L, 4L, 3L, 6L, 4L, 4L, 1L, NA, 2L, 5L, 6L, 5L,
## 6L, 2L, 4L, NA, 1L, 4L, 4L, 2L, 6L, 5L, 5L, 5L, 3L, 5L, 5L,
## 5L, 6L, 6L, 5L, 3L, 5L, 3L, 5L, 4L, 5L, 5L, 4L, 6L, 5L, 5L,
## 2L, 4L, 1L, 4L, 6L, 3L, 3L, 4L, 3L, 5L, 5L, 4L, 4L, 4L, 3L,
## 4L, 4L, 6L, 6L, 5L, 4L, 3L, 5L, 6L, 4L, 5L, 4L, 4L, 4L, 6L,
## 5L, 6L, 6L, 6L, 4L, 5L, 5L, 4L, 3L, 4L, 4L, 4L, 1L, 4L, 6L,
## 4L, 4L, 2L, 4L, 6L, 1L, 2L, 2L, 4L, 6L, 5L, 3L, 4L, 2L, 4L,
## 4L, 4L, 4L, 5L, 4L, 5L, 1L, 5L, NA, NA, NA, NA, 3L, 4L, 6L,
## 6L, 3L, 4L, 5L, 4L, 6L, 3L, 3L, 4L, 6L, 4L, 4L, 4L, 3L, 4L,
## 4L, 3L, 3L, 3L, 2L, NA, NA, 2L, 2L, 1L, 1L, 6L, 6L, 6L, 1L,
## 4L, 4L, 3L, 4L, 5L, 6L, 3L, 6L, 3L, 6L, NA, 5L, 1L, 4L, 5L,
## 6L, 4L, 5L, 5L, 5L, 5L, 2L, 5L, 3L, 2L, 4L, 4L, 5L, 5L, 5L,
## 5L, 4L, 6L, 5L, 5L, 5L, 5L, 5L, 6L, 3L, 5L, 5L, 6L, 5L, 3L,
## 3L, 1L, 5L, 4L, 4L, 3L, 6L, 6L, 5L, 5L, 4L, 4L, 5L, 3L, 6L,
## 4L, 3L, 5L, 4L, 6L, 6L, 4L, 5L, 4L, 6L, 5L, 4L, 4L, 5L, 2L,
## 6L, 5L, 4L, 5L, 5L, 6L, 5L, 1L, 5L, NA, 4L, 2L, 5L, 5L, 4L,
## 6L, 5L, 1L, 3L, 5L, 4L, 5L, 5L, 4L, 2L, 4L, 4L, 6L, 3L, 2L,
## 5L, 5L, 4L, 3L, 3L, 5L, 6L, 5L, 6L, 3L, 5L, 5L, 4L, 5L, 4L,
## 5L, 4L, 2L, 4L, 4L, 1L, 1L, 3L, 5L, 4L, 2L, 5L, 4L, 5L, 5L,
## 3L, 2L, 4L, 4L, 6L, 2L, 6L, 3L, 3L, 2L, 4L, 4L, 4L, 5L, 1L,
## 2L, 6L, 6L, 2L, 4L, 3L, 5L, 4L, 5L, 1L, 1L, 3L, 4L, 6L, 4L,
## 4L, 4L, 4L, 2L, 6L, 6L, 1L, 5L, 2L, 4L, 5L, 1L, 3L, 6L, 4L,
## 6L, 5L, 5L, 3L, 3L, 6L, 5L, 4L, 6L, 5L, 5L, 2L, 5L, 5L, 5L,
## 5L, 6L, 5L, 4L, 4L, 4L, 6L, 2L, 5L, 6L, 5L, 6L, 4L, 5L, 4L,
## 6L, 3L, 6L, 6L, 5L, 6L, 5L, 6L, 5L, 6L, 5L, 5L, 4L, 5L, 4L,
## 5L, 5L, 3L, 6L, 6L, 1L, 6L, 3L, 6L, 4L, 5L, 6L, 4L, 3L, 2L,
## 5L, 5L, 3L, 6L, 5L, 1L, 2L, 4L, 6L, 6L, 3L, 6L, 3L, 5L, 5L,
## 6L, 5L, 4L, 4L, 5L, 6L, 4L, 6L, 2L, 2L, 6L, 5L, 3L, 4L, 3L,
## 5L, 5L, 4L, 5L, 6L, 6L, 6L, 2L, 3L, 5L, 5L, 4L, 4L, 5L, 5L,
## 6L, 6L, 5L, 3L, 4L, 5L, NA, 1L, 6L, NA, NA, 1L, 4L, NA, 3L,
## 5L, NA, 2L, 3L, 3L, 3L, NA, 4L, 4L, 4L, 4L, NA, 4L, 2L, 4L,
## 4L, 6L, 5L, 5L, 6L, 4L, 4L, 6L, 4L, 3L, 4L, 1L, NA, 5L, 4L,
## 1L, NA, 3L, 5L, 5L, 5L, 3L, 3L, 5L, 4L, NA, NA), ASDQII_11 = c(2L,
## 2L, 6L, 5L, 3L, 5L, 1L, 1L, 4L, 5L, 4L, 6L, 4L, 5L, 3L, 5L,
## 3L, 3L, 4L, 3L, 4L, 3L, 6L, 1L, 4L, 4L, 5L, 5L, 2L, 4L, 3L,
## 2L, 2L, 4L, 6L, 6L, 5L, 5L, 5L, 6L, 5L, 5L, 3L, 5L, 4L, 4L,
## 6L, 6L, 6L, 6L, 4L, 6L, 6L, 6L, 6L, 5L, 4L, 2L, 6L, 4L, 5L,
## 6L, 3L, 2L, 6L, 3L, 4L, 2L, 3L, 1L, 4L, 6L, 2L, 5L, 4L, 3L,
## 6L, 2L, 4L, 3L, 5L, 3L, 3L, 3L, 6L, 1L, 4L, 4L, 6L, 2L, 6L,
## 5L, 5L, 5L, 2L, 6L, 2L, 4L, 2L, 4L, 3L, 2L, 2L, 3L, 5L, 4L,
## 2L, 5L, 1L, 4L, 4L, 5L, 2L, 2L, 4L, 1L, 6L, 4L, 5L, 5L, 1L,
## 5L, 3L, 5L, 5L, 4L, 6L, 6L, 6L, 3L, 5L, 5L, 3L, 5L, 6L, 5L,
## 6L, 5L, 5L, 5L, 5L, 6L, 5L, 4L, NA, 5L, 5L, 5L, 6L, NA, NA,
## NA, 4L, 6L, 4L, NA, NA, 4L, 4L, 3L, 6L, 1L, 2L, 6L, 5L, 3L,
## 5L, 6L, 6L, 5L, NA, 5L, NA, 5L, 5L, 6L, 5L, 4L, 4L, 3L, 6L,
## 5L, 5L, 5L, 5L, 3L, 4L, 6L, 4L, 4L, 6L, 6L, 6L, 4L, 4L, 3L,
## 6L, 4L, 5L, 6L, 6L, 3L, 5L, 5L, 4L, NA, NA, 2L, 5L, 6L, 5L,
## 5L, NA, 5L, 4L, 3L, 5L, 6L, 3L, 4L, 5L, NA, 5L, 4L, 6L, 6L,
## 2L, 6L, 3L, 6L, 6L, 6L, 2L, 6L, 5L, 4L, 6L, NA, NA, NA, 2L,
## 3L, 5L, NA, 5L, 4L, 3L, 2L, 6L, 6L, NA, 3L, 3L, 4L, 5L, NA,
## NA, 5L, 5L, 6L, 4L, 6L, 6L, 5L, 5L, 4L, 5L, 4L, 3L, 5L, 6L,
## 1L, 6L, 5L, 5L, 6L, 6L, 3L, 5L, NA, 6L, 5L, 5L, 5L, 3L, 1L,
## 4L, 5L, 6L, 5L, 5L, 6L, 6L, 6L, 4L, 3L, 6L, NA, 1L, 5L, 4L,
## 2L, 3L, 4L, 5L, 5L, 4L, 4L, 5L, 3L, NA, NA, 5L, 6L, 5L, 6L,
## 3L, 6L, 4L, 3L, 6L, 3L, 1L, 3L, 5L, 3L, 3L, 3L, 5L, 3L, 4L,
## 3L, 4L, 5L, 2L, 4L, 4L, 4L, 4L, 2L, 4L, 4L, 6L, 4L, 4L, 3L,
## 4L, NA, 5L, 4L, 4L, 4L, 5L, NA, 3L, 3L, 6L, 6L, 3L, 4L, 5L,
## NA, 5L, 6L, 5L, 3L, 6L, NA, 5L, 6L, NA, 5L, 4L, 4L, NA, 6L,
## 6L, 6L, 5L, 6L, 6L, 6L, 6L, 5L, 6L, 3L, 6L, 4L, 6L, 6L, 2L,
## 5L, 6L, 5L, 1L, 5L, 5L, 4L, NA, 6L, 6L, 4L, NA, 5L, 4L, 6L,
## 6L, 6L, 4L, 4L, 5L, 6L, 3L, 4L, 2L, 3L, 5L, 6L, 2L, NA, 5L,
## 5L, 5L, 5L, 4L, 2L, 5L, 6L, 6L, 6L, 4L, NA, 5L, 5L, 2L, 4L,
## 6L, 5L, NA, NA, 5L, 4L, 6L, 4L, 6L, 5L, 6L, 6L, 5L, 5L, 5L,
## 5L, 5L, 4L, NA, 4L, 4L, 4L, 5L, 5L, 3L, 5L, 4L, 5L, 5L, 6L,
## 6L, 4L, 3L, 4L, 5L, 3L, 6L, 5L, 3L, 3L, 5L, 5L, 4L, 6L, 5L,
## 6L, 4L, 5L, 6L, 2L, 5L, NA, NA, 4L, 4L, NA, NA, 4L, 6L, NA,
## 5L, 4L, 6L, 4L, 4L, 1L, 2L, 6L, 3L, 6L, 4L, 5L, 5L, 3L, 5L,
## 6L, 4L, 2L, 3L, 6L, 2L, 6L, 6L, 4L, 3L, 5L, 1L, 5L, 5L, 5L,
## 4L, 3L, 5L, 2L, 2L, 1L, 3L, 3L, 4L, 5L, 1L, 2L, 3L, 4L, 3L,
## 4L, 5L, 5L, 4L, 3L, 4L, 4L, 5L, 4L, 6L, 2L, 4L, 3L, 5L, 6L,
## 5L, 6L, 3L, 6L, 4L, 6L, 5L, 3L, 5L, 6L, 3L, 4L, 1L, 5L, 4L,
## 2L, NA, 4L, 4L, 4L, 6L, 5L, 6L, 5L, 4L, 6L, 4L, 6L, NA, 6L,
## NA, NA, 4L, 4L, NA, 4L, 4L, 5L, 3L, 6L, 5L, NA, 5L, 4L, 5L,
## 5L, 6L, 1L, 4L, NA, 5L, 6L, 4L, 5L, 2L, 3L, 3L, 4L, 5L, 4L,
## 5L, 3L, 2L, 5L, 5L, 4L, 3L, 5L, 4L, 3L, 6L, 4L, 5L, 4L, 4L,
## 3L, 3L, 4L, 4L, 3L, 5L, 6L, 6L, 5L, 5L, 3L, 5L, 5L, 3L, 5L,
## 2L, 5L, 2L, 2L, 5L, 5L, 4L, 6L, 4L, 4L, 2L, 2L, 3L, 4L, 6L,
## 5L, 3L, 5L, 4L, 3L, NA, NA, NA, 5L, 4L, 3L, NA, NA, 6L, NA,
## NA, 6L, 5L, 2L, NA, 5L, NA, 2L, NA, 6L, 6L, NA, 3L, 4L, NA,
## 4L, 3L, 4L, 4L, 3L, 5L, 5L, 5L, 5L, NA, 4L, NA, 1L, NA, 4L,
## 5L, 5L, 3L, 5L, 5L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 3L,
## 2L, 3L, NA, 3L, NA, NA, NA, 6L, NA, NA, 6L, 4L, NA, 5L, 6L,
## 5L, NA, 1L, 4L, 6L, 2L, 4L, 6L, 3L, 3L, 4L, 5L, 5L, 6L, 5L,
## 4L, 2L, 6L, 6L, 4L, 6L, 6L, 5L, 4L, 5L, 6L, 6L, 5L, 3L, 4L,
## 6L, 4L, 4L, 6L, 2L, 5L, 5L, 5L, 5L, 6L, 4L, 5L, 4L, 2L, 5L,
## 4L, 5L, 4L, 5L, 5L, 4L, 3L, 5L, NA, 3L, 5L, 5L, 4L, 5L, 5L,
## 5L, 1L, 4L, 3L, 2L, 4L, 4L, 4L, 6L, 3L, NA, 4L, 4L, 5L, 4L,
## 2L, 5L, 3L, NA, 4L, 5L, 5L, 3L, 4L, 5L, 4L, 2L, 5L, 4L, 5L,
## 5L, 5L, 3L, 5L, 6L, 5L, 5L, 5L, 3L, 6L, 2L, 4L, 2L, 5L, 6L,
## 4L, 5L, 2L, 3L, 5L, 6L, 3L, 5L, 4L, 3L, 3L, 4L, 3L, 5L, 4L,
## 2L, 4L, 6L, 6L, 5L, 4L, 4L, 6L, 6L, 4L, 4L, 5L, 3L, 3L, 4L,
## 5L, 6L, 5L, 6L, 3L, 5L, 4L, 4L, 4L, 4L, 3L, 5L, 3L, 2L, 6L,
## 2L, 4L, 3L, 3L, 6L, 1L, 3L, 3L, 2L, 4L, 4L, 3L, 4L, 4L, 4L,
## 3L, 3L, 3L, 5L, 4L, 2L, 1L, 3L, NA, NA, NA, NA, 4L, 4L, 6L,
## 2L, 1L, 4L, 5L, 3L, 1L, 3L, 3L, 5L, 6L, 3L, 5L, 4L, 2L, 4L,
## 4L, 4L, 3L, 2L, 2L, NA, NA, 2L, 3L, 1L, 3L, 5L, 6L, 4L, 5L,
## 2L, 4L, 4L, 3L, 5L, 4L, 4L, 3L, 4L, 6L, NA, 4L, 2L, 6L, 4L,
## 5L, 3L, 5L, 3L, 2L, 2L, 2L, 4L, 2L, 3L, 4L, 4L, 3L, 5L, 2L,
## 5L, 4L, 6L, 5L, 3L, 3L, 5L, 6L, 6L, 3L, 5L, 6L, 5L, 6L, 2L,
## 3L, 2L, 2L, 5L, 4L, 1L, 4L, 4L, 3L, 5L, 2L, 3L, 6L, 3L, 4L,
## 3L, 4L, 5L, 4L, 5L, 6L, 3L, 5L, 4L, 2L, 5L, 4L, 4L, 4L, 2L,
## 5L, 3L, 5L, 6L, 4L, 6L, 4L, 2L, 2L, NA, 2L, 2L, 6L, 3L, 5L,
## 2L, 6L, 1L, 3L, 6L, 4L, 5L, 4L, 4L, 3L, 3L, 4L, 4L, 3L, 5L,
## 6L, 6L, 5L, 5L, 3L, 5L, 5L, 3L, 5L, 2L, 5L, 2L, 2L, 5L, 5L,
## 4L, 6L, 4L, 4L, 2L, 2L, 3L, 4L, 6L, 5L, 6L, 4L, 6L, 2L, 4L,
## 5L, 5L, 5L, 4L, 5L, 5L, 6L, 4L, 5L, 2L, 5L, 5L, 4L, 5L, 4L,
## 3L, 5L, 5L, 4L, 5L, 3L, 5L, 5L, 5L, 1L, 3L, 4L, 4L, 4L, 2L,
## 4L, 4L, 6L, 4L, 2L, 5L, 3L, 4L, 5L, 3L, 4L, 4L, 4L, 6L, 5L,
## 6L, 5L, 4L, 5L, 6L, 4L, 5L, 4L, 5L, 3L, 5L, 4L, 3L, 3L, 3L,
## 4L, 5L, 5L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 6L, 5L, 3L, 3L,
## 6L, 6L, 6L, 5L, 2L, 5L, 3L, 6L, 3L, 5L, 5L, 1L, 4L, 5L, 6L,
## 4L, 6L, 6L, 6L, 5L, 5L, 5L, 6L, 4L, 5L, 6L, 6L, 4L, 4L, 2L,
## 6L, 5L, 3L, 6L, 5L, 2L, 3L, 4L, 5L, 6L, 5L, 5L, 3L, 5L, 4L,
## 6L, 3L, 4L, 4L, 2L, 4L, 4L, 5L, 4L, 3L, 4L, 5L, 2L, 4L, 4L,
## 4L, 4L, 3L, 6L, 5L, 4L, 6L, 3L, 6L, 5L, 5L, 3L, 4L, 5L, 4L,
## 6L, 1L, 6L, 4L, 5L, 5L, NA, 2L, 5L, NA, NA, 3L, 3L, NA, 4L,
## 5L, NA, 3L, 4L, 5L, 4L, NA, 6L, 2L, 4L, 4L, NA, 3L, 6L, 3L,
## 5L, 5L, 5L, 5L, 6L, 4L, 3L, 6L, 6L, 5L, 5L, 3L, NA, 6L, 3L,
## 4L, NA, 3L, 5L, 5L, 4L, 4L, 1L, 4L, 4L, NA, NA), ASDQII_12 = c(2L,
## 3L, 6L, 4L, 4L, 6L, 1L, 2L, 4L, 5L, 4L, 5L, 2L, 4L, 2L, 5L,
## 2L, 6L, 4L, 2L, 4L, 4L, 5L, 1L, 2L, 5L, 3L, 4L, 2L, 5L, 3L,
## 3L, 2L, 4L, 5L, 5L, 4L, 5L, 4L, 6L, 5L, 5L, 3L, 5L, 4L, 5L,
## 6L, 5L, 6L, 5L, 4L, 5L, 6L, 6L, 6L, 4L, 4L, 2L, 5L, 5L, 6L,
## 5L, 3L, 2L, 6L, 3L, 4L, 6L, 3L, 1L, 4L, 6L, 3L, 5L, 3L, 3L,
## 6L, 2L, 5L, 3L, 5L, 4L, 3L, 4L, 6L, 1L, 4L, 4L, 5L, 3L, 6L,
## 4L, 4L, 5L, 3L, 5L, 2L, 3L, 1L, 4L, 4L, 2L, 2L, 3L, 5L, 4L,
## 3L, 4L, 1L, 5L, 4L, 5L, 2L, 3L, 4L, 1L, 6L, 3L, 4L, 6L, 3L,
## 5L, 4L, 5L, 5L, 4L, 6L, 6L, 5L, 3L, 5L, 6L, 3L, 5L, 6L, 5L,
## 5L, 1L, 3L, 5L, 4L, 4L, 6L, 3L, NA, 5L, 5L, 4L, 6L, NA, NA,
## NA, 3L, 6L, 4L, NA, NA, 5L, 2L, 2L, 5L, 5L, 3L, 5L, 4L, 3L,
## 4L, 6L, 5L, 5L, NA, 5L, NA, 5L, 4L, 6L, 5L, 3L, 4L, 1L, 5L,
## 5L, 5L, 6L, 4L, 3L, 4L, 5L, 4L, 4L, 6L, 6L, 6L, 3L, 4L, 4L,
## 6L, 3L, 4L, 5L, 6L, 4L, 6L, 5L, 4L, NA, NA, 1L, 5L, 5L, 5L,
## 6L, NA, 5L, 4L, 3L, 5L, 6L, 2L, 4L, 5L, NA, 5L, 4L, 6L, 5L,
## 2L, 6L, 3L, 6L, 5L, 5L, 3L, 6L, 5L, 4L, 5L, NA, NA, NA, 1L,
## 2L, 6L, NA, 5L, 2L, 4L, 3L, 6L, 6L, NA, 2L, 3L, 3L, 4L, NA,
## NA, 5L, 5L, 6L, 3L, 6L, 6L, 4L, 5L, 4L, 4L, 5L, 2L, 6L, 6L,
## 2L, 5L, 4L, 5L, 6L, 6L, 3L, 5L, NA, 6L, 4L, 4L, 5L, 3L, 1L,
## 2L, 4L, 6L, 5L, 3L, 5L, 5L, 6L, 4L, 5L, 5L, NA, 1L, 4L, 4L,
## 2L, 4L, 3L, 5L, 5L, 3L, 4L, 5L, 2L, NA, NA, 5L, 6L, 5L, 6L,
## 4L, 6L, 4L, 3L, 4L, 5L, 3L, 2L, 4L, 3L, 3L, 3L, 6L, 3L, 3L,
## 4L, 4L, 5L, 2L, 5L, 3L, 4L, 2L, 2L, 3L, 5L, 6L, 4L, 3L, 4L,
## 4L, NA, 6L, 4L, 4L, 5L, 3L, NA, 2L, 4L, 6L, 6L, 3L, 4L, 5L,
## NA, 5L, 6L, 5L, 5L, 5L, NA, 5L, 6L, NA, 5L, 3L, 3L, NA, 6L,
## 6L, 4L, 5L, 6L, 4L, 6L, 5L, 6L, 6L, 4L, 6L, 3L, 6L, 6L, 1L,
## 6L, 6L, 5L, 1L, 4L, 5L, 3L, NA, 6L, 6L, 4L, NA, 4L, 4L, 6L,
## 5L, 6L, 4L, 3L, 5L, 6L, 2L, 4L, 1L, 2L, 3L, 5L, 2L, NA, 4L,
## 5L, 4L, 5L, 3L, 2L, 3L, 6L, 5L, 4L, 4L, NA, 6L, 3L, 1L, 3L,
## 5L, 3L, NA, NA, 5L, 4L, 6L, 3L, 6L, 5L, 5L, 5L, 5L, 5L, 5L,
## 4L, 5L, 2L, NA, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 4L, 6L,
## 5L, 3L, 3L, 3L, 3L, 3L, 6L, 4L, 2L, 4L, 5L, 5L, 4L, 6L, 5L,
## 6L, 4L, 6L, 6L, 3L, 4L, NA, NA, 4L, 4L, NA, NA, 3L, 6L, NA,
## 6L, 4L, 5L, 5L, 4L, 2L, 2L, 6L, 3L, 6L, 4L, 4L, 4L, 3L, 6L,
## 6L, 4L, 3L, 3L, 6L, 2L, 6L, 6L, 3L, 3L, 5L, 3L, 5L, 4L, 3L,
## 4L, 3L, 5L, 4L, 2L, 3L, 3L, 3L, 1L, 5L, 1L, 3L, 1L, 3L, 3L,
## 5L, 5L, 4L, 4L, 3L, 5L, 3L, 5L, 3L, 4L, 3L, 5L, 3L, 4L, 6L,
## 5L, 6L, 3L, 6L, 2L, 6L, 5L, 4L, 5L, 6L, 3L, 5L, 1L, 4L, 2L,
## 2L, NA, 4L, 3L, 3L, 6L, 4L, 6L, 5L, 4L, 6L, 4L, 6L, NA, 6L,
## NA, NA, 3L, 3L, NA, 4L, 5L, 5L, 3L, 6L, 5L, NA, 5L, 5L, 5L,
## 5L, 5L, 2L, 4L, NA, 4L, 6L, 4L, 6L, 2L, 3L, 4L, 3L, 6L, 4L,
## 5L, 4L, 4L, 4L, 5L, 3L, 5L, 5L, 3L, 3L, 6L, 4L, 6L, 2L, 2L,
## 2L, 3L, 4L, 4L, 3L, 5L, 5L, 6L, 5L, 2L, 4L, 5L, 5L, 4L, 5L,
## 2L, 5L, 2L, 4L, 5L, 5L, 4L, 4L, 4L, 4L, 3L, 1L, 3L, 4L, 6L,
## 4L, 3L, 4L, 4L, 3L, NA, NA, NA, 5L, 5L, 2L, NA, NA, 6L, NA,
## NA, 6L, 4L, 1L, NA, 5L, NA, 2L, NA, 6L, 6L, NA, 2L, 4L, NA,
## 3L, 4L, 3L, 4L, 3L, 5L, 5L, 4L, 5L, NA, 4L, NA, 1L, NA, 3L,
## 5L, 4L, 4L, 5L, 5L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 3L,
## 2L, 4L, NA, 3L, NA, NA, NA, 6L, NA, NA, 6L, 3L, NA, 5L, 5L,
## 6L, NA, 1L, 3L, 6L, 2L, 4L, 6L, 1L, 3L, 2L, 5L, 4L, 6L, 5L,
## 4L, 1L, 6L, 4L, 4L, 6L, 5L, 6L, 4L, 5L, 6L, 4L, 5L, 3L, 4L,
## 6L, 4L, 3L, 4L, 2L, 5L, 5L, 6L, 4L, 6L, 4L, 5L, 4L, 2L, 5L,
## 3L, 5L, 3L, 5L, 5L, 5L, 4L, 5L, NA, 3L, 5L, 6L, 4L, 6L, 5L,
## 5L, 1L, 5L, 3L, 4L, 5L, 4L, 4L, 6L, 1L, NA, 4L, 4L, 5L, 4L,
## 2L, 5L, 4L, NA, 4L, 4L, 4L, 2L, 4L, 5L, 5L, 2L, 5L, 4L, 5L,
## 5L, 5L, 2L, 5L, 6L, 5L, 5L, 5L, 4L, 6L, 2L, 4L, 2L, 5L, 6L,
## 5L, 5L, 2L, 5L, 5L, 6L, 3L, 5L, 4L, 3L, 3L, 3L, 5L, 3L, 5L,
## 1L, 4L, 5L, 6L, 5L, 3L, 3L, 6L, 6L, 3L, 4L, 5L, 3L, 3L, 5L,
## 6L, 6L, 6L, 6L, 3L, 5L, 5L, 5L, 4L, 5L, 3L, 6L, 1L, 3L, 5L,
## 2L, 4L, 4L, 3L, 5L, 3L, 4L, 2L, 5L, 3L, 4L, 5L, 4L, 4L, 3L,
## 3L, 4L, 4L, 4L, 4L, 3L, 1L, 3L, NA, NA, NA, NA, 3L, 4L, 5L,
## 3L, 1L, 4L, 5L, 3L, 2L, 3L, 3L, 5L, 5L, 3L, 5L, 4L, 3L, 4L,
## 4L, 4L, 3L, 3L, 3L, NA, NA, 2L, 5L, 1L, 3L, 4L, 6L, 4L, 5L,
## 3L, 4L, 4L, 3L, 5L, 4L, 5L, 3L, 3L, 6L, NA, 4L, 1L, 5L, 3L,
## 5L, 3L, 4L, 3L, 2L, 2L, 1L, 4L, 2L, 3L, 3L, 4L, 3L, 5L, 3L,
## 5L, 3L, 6L, 5L, 4L, 3L, 5L, 5L, 5L, 2L, 4L, 6L, 5L, 5L, 2L,
## 3L, 2L, 2L, 5L, 4L, 1L, 4L, 4L, 3L, 5L, 3L, 3L, 5L, 3L, 4L,
## 3L, 3L, 4L, 4L, 5L, 6L, 5L, 6L, 4L, 4L, 5L, 4L, 4L, 4L, 2L,
## 6L, 2L, 4L, 6L, 4L, 5L, 3L, 1L, 2L, NA, 4L, 3L, 6L, 3L, 5L,
## 2L, 5L, 1L, 3L, 6L, 4L, 6L, 2L, 2L, 2L, 3L, 4L, 4L, 3L, 5L,
## 5L, 6L, 5L, 2L, 4L, 5L, 5L, 4L, 5L, 2L, 5L, 2L, 4L, 5L, 5L,
## 4L, 4L, 4L, 4L, 3L, 1L, 3L, 4L, 6L, 4L, 6L, 4L, 4L, 2L, 3L,
## 5L, 5L, 4L, 4L, 5L, 6L, 6L, 4L, 5L, 2L, 5L, 5L, 5L, 5L, 3L,
## 4L, 5L, 5L, 4L, 6L, 3L, 5L, 6L, 5L, 1L, 3L, 5L, 5L, 4L, 4L,
## 4L, 3L, 6L, 4L, 2L, 5L, 1L, 4L, 5L, 4L, 4L, 5L, 3L, 5L, 5L,
## 5L, 5L, 4L, 4L, 5L, 4L, 6L, 4L, 5L, 5L, 5L, 2L, 3L, 3L, 2L,
## 5L, 5L, 5L, 3L, 4L, 4L, 3L, 4L, 5L, 3L, 4L, 5L, 5L, 3L, 3L,
## 6L, 6L, 6L, 5L, 3L, 4L, 3L, 6L, 4L, 4L, 4L, 2L, 4L, 6L, 5L,
## 4L, 6L, 6L, 5L, 5L, 5L, 5L, 6L, 4L, 5L, 6L, 6L, 4L, 4L, 4L,
## 6L, 4L, 3L, 5L, 4L, 3L, 4L, 5L, 4L, 6L, 5L, 5L, 4L, 5L, 4L,
## 5L, 4L, 4L, 3L, 2L, 3L, 4L, 4L, 4L, 3L, 4L, 6L, 2L, 4L, 3L,
## 4L, 4L, 4L, 6L, 5L, 4L, 5L, 3L, 6L, 5L, 4L, 3L, 4L, 5L, 6L,
## 5L, 1L, 3L, 4L, 5L, 5L, NA, 3L, 6L, NA, NA, 2L, 2L, NA, 4L,
## 4L, NA, 5L, 3L, 5L, 4L, NA, 5L, 2L, 4L, 5L, NA, 3L, 3L, 2L,
## 5L, 4L, 4L, 4L, 5L, 5L, 3L, 5L, 6L, 5L, 6L, 2L, NA, 6L, 3L,
## 5L, NA, 1L, 4L, 4L, 4L, 3L, 1L, 3L, 3L, NA, NA), ASDQII_13 = c(5L,
## 4L, 6L, 4L, 3L, 5L, 1L, 5L, 4L, 5L, 4L, 6L, 3L, 4L, 2L, 5L,
## 4L, 5L, 4L, 2L, 5L, 3L, 5L, 1L, 2L, 6L, 1L, 4L, 3L, 5L, 1L,
## 1L, 2L, 4L, 6L, 5L, 3L, 6L, 4L, 4L, 4L, 5L, 3L, 5L, 3L, 4L,
## 6L, 5L, 6L, 5L, 4L, 5L, 6L, 6L, 6L, 5L, 3L, 2L, 6L, 4L, 6L,
## 6L, 3L, 2L, 6L, 2L, 4L, 6L, 3L, 1L, 4L, 6L, 1L, 4L, 3L, 3L,
## 6L, 2L, 3L, 3L, 5L, 3L, 3L, 3L, 6L, 1L, 3L, 4L, 6L, 3L, 6L,
## 4L, 5L, 5L, 2L, 6L, 2L, 4L, 1L, 4L, 4L, 2L, 3L, 3L, 5L, 5L,
## 3L, 4L, 1L, 5L, 4L, 5L, 3L, 2L, 4L, 1L, 6L, 3L, 3L, 6L, 1L,
## 5L, 4L, 5L, 5L, 3L, 6L, 6L, 4L, 4L, 6L, 5L, 3L, 5L, 4L, 5L,
## 4L, 1L, 4L, 5L, 5L, 4L, 6L, 3L, NA, 5L, 5L, 4L, 6L, NA, NA,
## NA, 2L, 5L, 4L, NA, NA, 4L, 2L, 2L, 5L, 2L, 3L, 6L, 4L, 4L,
## 3L, 6L, 6L, 4L, NA, 5L, NA, 6L, 5L, 6L, 5L, 3L, 1L, 1L, 5L,
## 5L, 6L, 6L, 5L, 3L, 3L, 5L, 4L, 5L, 6L, 6L, 5L, 3L, 4L, 3L,
## 6L, 4L, 6L, 5L, 5L, 4L, 6L, 5L, 5L, NA, NA, 2L, 5L, 5L, 5L,
## 5L, NA, 5L, 4L, 3L, 5L, 6L, 3L, 4L, 5L, NA, 5L, 4L, 6L, 6L,
## 2L, 6L, 3L, 6L, 5L, 5L, 3L, 6L, 4L, 5L, 6L, NA, NA, NA, 1L,
## 3L, 6L, NA, 5L, 3L, 4L, 2L, 6L, 6L, NA, 1L, 2L, 4L, 4L, NA,
## NA, 5L, 5L, 6L, 3L, 5L, 6L, 4L, 6L, 4L, 4L, 4L, 3L, 5L, 6L,
## 1L, 5L, 5L, 5L, 6L, 6L, 3L, 5L, NA, 6L, 3L, 5L, 5L, 1L, 1L,
## 3L, 6L, 6L, 5L, 3L, 6L, 6L, 6L, 4L, 3L, 6L, NA, 1L, 3L, 6L,
## 2L, 4L, 3L, 4L, 5L, 4L, 4L, 5L, 3L, NA, NA, 5L, 6L, 5L, 6L,
## 4L, 6L, 4L, 2L, 5L, 4L, 2L, 2L, 4L, 4L, 3L, 3L, 6L, 2L, 3L,
## 3L, 4L, 6L, 2L, 4L, 3L, 4L, 3L, 2L, 3L, 4L, 6L, 4L, 3L, 3L,
## 3L, NA, 6L, 4L, 4L, 5L, 3L, NA, 2L, 4L, 6L, 6L, 4L, 3L, 5L,
## NA, 5L, 6L, 6L, 2L, 5L, NA, 5L, 6L, NA, 4L, 4L, 5L, NA, 5L,
## 6L, 5L, 4L, 6L, 4L, 5L, 5L, 6L, 6L, 3L, 6L, 3L, 6L, 6L, 1L,
## 6L, 6L, 4L, 1L, 4L, 5L, 5L, NA, 6L, 6L, 4L, NA, 5L, 4L, 5L,
## 5L, 6L, 4L, 3L, 5L, 6L, 1L, 3L, 4L, 2L, 3L, 6L, 2L, NA, 5L,
## 5L, 4L, 5L, 4L, 2L, 2L, 6L, 5L, 4L, 4L, NA, 5L, 5L, 1L, 1L,
## 6L, 3L, NA, NA, 5L, 4L, 6L, 3L, 6L, 5L, 5L, 5L, 5L, 5L, 4L,
## 4L, 5L, 3L, NA, 3L, 4L, 4L, 5L, 4L, 5L, 5L, 4L, 5L, 4L, 6L,
## 5L, 1L, 3L, 3L, 3L, 4L, 6L, 5L, 2L, 4L, 5L, 5L, 4L, 6L, 6L,
## 6L, 6L, 5L, 6L, 5L, 4L, NA, NA, 3L, 4L, NA, NA, 3L, 6L, NA,
## 5L, 4L, 5L, 4L, 4L, 1L, 1L, 6L, 3L, 6L, 5L, 4L, 4L, 2L, 5L,
## 6L, 5L, 2L, 3L, 6L, 1L, 6L, 6L, 5L, 3L, 5L, 3L, 5L, 5L, 4L,
## 4L, 4L, 5L, 2L, 1L, 2L, 4L, 3L, 5L, 5L, 2L, 2L, 1L, 3L, 3L,
## 5L, 6L, 5L, 5L, 3L, 5L, 2L, 4L, 2L, 5L, 2L, 4L, 3L, 3L, 6L,
## 5L, 6L, 3L, 6L, 2L, 6L, 5L, 3L, 6L, 6L, 3L, 4L, 1L, 5L, 3L,
## 2L, NA, 4L, 2L, 3L, 6L, 4L, 6L, 5L, 4L, 6L, 3L, 6L, NA, 6L,
## NA, NA, 4L, 4L, NA, 4L, 5L, 5L, 3L, 6L, 4L, NA, 3L, 4L, 5L,
## 5L, 5L, 1L, 4L, NA, 5L, 6L, 4L, 6L, 2L, 3L, 3L, 4L, 5L, 4L,
## 5L, 3L, 2L, 4L, 5L, 4L, 3L, 5L, 3L, 4L, 6L, 5L, 5L, 3L, 1L,
## 4L, 3L, 5L, 4L, 3L, 5L, 6L, 6L, 5L, 4L, 4L, 4L, 6L, 4L, 4L,
## 1L, 5L, 3L, 2L, 6L, 5L, 4L, 6L, 5L, 4L, 2L, 1L, 3L, 3L, 6L,
## 5L, 3L, 5L, 4L, 3L, NA, NA, NA, 5L, 5L, 3L, NA, NA, 6L, NA,
## NA, 6L, 5L, 2L, NA, 5L, NA, 2L, NA, 6L, 6L, NA, 2L, 6L, NA,
## 4L, 4L, 3L, 4L, 3L, 6L, 5L, 5L, 5L, NA, 4L, NA, 1L, NA, 2L,
## 5L, 4L, 5L, 5L, 5L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 4L,
## 2L, 4L, NA, 3L, NA, NA, NA, 6L, NA, NA, 6L, 4L, NA, 5L, 6L,
## 4L, NA, 1L, 3L, 6L, 2L, 4L, 6L, 3L, 3L, 2L, 5L, 4L, 6L, 5L,
## 3L, 1L, 5L, 6L, 4L, 4L, 6L, 6L, 4L, 5L, 6L, 4L, 5L, 3L, 4L,
## 5L, 4L, 4L, 5L, 2L, 5L, 4L, 6L, 4L, 6L, 4L, 5L, 4L, 2L, 5L,
## 4L, 5L, 5L, 5L, 5L, 5L, 4L, 6L, NA, 2L, 6L, 6L, 4L, 6L, 5L,
## 5L, 1L, 5L, 1L, 4L, 5L, 5L, 5L, 6L, 3L, NA, 4L, 4L, 4L, 4L,
## 3L, 5L, 3L, NA, 4L, 5L, 4L, 3L, 6L, 5L, 5L, 1L, 5L, 3L, 5L,
## 5L, 5L, 2L, 5L, 6L, 5L, 5L, 5L, 4L, 6L, 5L, 4L, 4L, 5L, 6L,
## 4L, 6L, 2L, 4L, 6L, 6L, 4L, 5L, 4L, 3L, 3L, 2L, 5L, 4L, 4L,
## 2L, 3L, 6L, 5L, 5L, 3L, 4L, 6L, 6L, 2L, 5L, 6L, 4L, 2L, 6L,
## 5L, 6L, 5L, 6L, 3L, 4L, 4L, 6L, 4L, 4L, 2L, 5L, 2L, 3L, 5L,
## 2L, 4L, 4L, 3L, 5L, 5L, 4L, 1L, 3L, 4L, 4L, 4L, 4L, 2L, 2L,
## 3L, 3L, 3L, 5L, 4L, 3L, 4L, 3L, NA, NA, NA, NA, 3L, 4L, 6L,
## 1L, 2L, 4L, 5L, 4L, 1L, 3L, 3L, 5L, 5L, 3L, 5L, 4L, 3L, 4L,
## 4L, 4L, 3L, 3L, 4L, NA, NA, 3L, 4L, 1L, 2L, 5L, 6L, 5L, 5L,
## 3L, 4L, 3L, 3L, 5L, 4L, 4L, 4L, 3L, 6L, NA, 4L, 1L, 6L, 4L,
## 5L, 3L, 4L, 3L, 2L, 2L, 2L, 4L, 2L, 3L, 3L, 3L, 3L, 4L, 3L,
## 5L, 4L, 6L, 5L, 5L, 3L, 6L, 5L, 6L, 3L, 4L, 6L, 5L, 5L, 2L,
## 3L, 1L, 3L, 5L, 4L, 1L, 4L, 4L, 3L, 5L, 3L, 3L, 6L, 3L, 5L,
## 3L, 3L, 5L, 5L, 5L, 6L, 5L, 5L, 4L, 4L, 5L, 4L, 5L, 3L, 3L,
## 5L, 3L, 5L, 6L, 4L, 6L, 3L, 1L, 2L, NA, 4L, 2L, 6L, 3L, 4L,
## 2L, 6L, 1L, 4L, 6L, 5L, 5L, 3L, 1L, 4L, 3L, 5L, 4L, 3L, 5L,
## 6L, 6L, 5L, 4L, 4L, 4L, 6L, 4L, 4L, 1L, 5L, 3L, 2L, 6L, 5L,
## 4L, 6L, 5L, 4L, 2L, 1L, 3L, 3L, 6L, 5L, 5L, 4L, 5L, 2L, 4L,
## 5L, 4L, 4L, 4L, 5L, 6L, 6L, 4L, 5L, 2L, 5L, 5L, 5L, 5L, 5L,
## 4L, 6L, 6L, 4L, 6L, 2L, 5L, 6L, 5L, 1L, 1L, 5L, 5L, 5L, 4L,
## 5L, 4L, 6L, 4L, 3L, 4L, 3L, 4L, 5L, 3L, 4L, 6L, 3L, 4L, 5L,
## 6L, 5L, 4L, 5L, 5L, 2L, 5L, 5L, 5L, 5L, 5L, 4L, 3L, 3L, 5L,
## 5L, 4L, 5L, 3L, 5L, 4L, 4L, 3L, 5L, 3L, 4L, 6L, 5L, 3L, 3L,
## 6L, 6L, 6L, 5L, 3L, 5L, 3L, 6L, 3L, 5L, 5L, 2L, 4L, 5L, 6L,
## 5L, 6L, 6L, 6L, 5L, 5L, 5L, 6L, 5L, 5L, 6L, 6L, 6L, 3L, 2L,
## 6L, 4L, 2L, 6L, 5L, 3L, 3L, 4L, 4L, 6L, 5L, 5L, 4L, 4L, 3L,
## 6L, 5L, 4L, 2L, 4L, 3L, 5L, 5L, 4L, 2L, 4L, 5L, 3L, 5L, 4L,
## 4L, 5L, 2L, 6L, 5L, 4L, 5L, 3L, 6L, 4L, 6L, 3L, 4L, 5L, 5L,
## 5L, 1L, 4L, 4L, 5L, 5L, NA, 4L, 5L, NA, NA, 1L, 2L, NA, 5L,
## 5L, NA, 5L, 3L, 6L, 5L, NA, 5L, 3L, 4L, 2L, NA, 3L, 4L, 2L,
## 5L, 5L, 5L, 5L, 6L, 5L, 4L, 5L, 6L, 5L, 5L, 3L, NA, 6L, 3L,
## 3L, NA, 2L, 5L, 4L, 4L, 3L, 1L, 4L, 4L, NA, NA), ASDQII_14 = c(3L,
## 1L, 6L, 4L, 4L, 5L, 1L, 4L, 4L, 5L, 4L, 5L, 2L, 4L, 3L, 5L,
## 3L, 4L, 4L, 2L, 5L, 4L, 5L, 1L, 3L, 5L, 4L, 4L, 2L, 4L, 1L,
## 2L, 2L, 4L, 6L, 6L, 4L, 5L, 5L, 5L, 5L, 5L, 2L, 5L, 2L, 3L,
## 6L, 5L, 5L, 6L, 4L, 6L, 6L, 5L, 5L, 5L, 4L, 2L, 6L, 4L, 5L,
## 5L, 3L, 1L, 6L, 3L, 4L, 3L, 3L, 1L, 4L, 6L, 2L, 4L, 4L, 3L,
## 6L, 2L, 5L, 3L, 5L, 3L, 3L, 3L, 6L, 1L, 4L, 4L, 6L, 4L, 6L,
## 4L, 4L, 4L, 2L, 6L, 2L, 3L, 2L, 4L, 4L, 2L, 4L, 3L, 5L, 4L,
## 4L, 4L, 1L, 4L, 4L, 5L, 2L, 2L, 4L, 3L, 5L, 3L, 5L, 5L, 1L,
## 5L, 3L, 5L, 4L, 4L, 6L, 6L, 5L, 3L, 6L, 6L, 3L, 6L, 6L, 5L,
## 5L, 3L, 5L, 5L, 5L, 5L, 6L, 3L, NA, 5L, 5L, 4L, 6L, NA, NA,
## NA, 2L, 5L, 4L, NA, NA, 4L, 1L, 3L, 5L, 1L, 5L, 6L, 4L, 3L,
## 4L, 6L, 5L, 5L, NA, 5L, NA, 5L, 5L, 6L, 5L, 3L, 3L, 3L, 6L,
## 5L, 4L, 6L, 4L, 3L, 3L, 5L, 3L, 3L, 6L, 6L, 5L, 3L, 4L, 3L,
## 6L, 4L, 5L, 5L, 5L, 2L, 6L, 5L, 3L, NA, NA, 2L, 4L, 5L, 4L,
## 5L, NA, 5L, 4L, 3L, 5L, 6L, 3L, 3L, 4L, NA, 6L, 4L, 6L, 5L,
## 2L, 6L, 2L, 6L, 6L, 6L, 3L, 4L, 4L, 4L, 5L, NA, NA, NA, 1L,
## 2L, 6L, NA, 4L, 3L, 4L, 2L, 5L, 6L, NA, 1L, 3L, 4L, 3L, NA,
## NA, 5L, 5L, 6L, 3L, 5L, 5L, 4L, 5L, 4L, 5L, 3L, 3L, 5L, 6L,
## 2L, 6L, 4L, 5L, 6L, 6L, 3L, 6L, NA, 6L, 5L, 5L, 5L, 1L, 1L,
## 4L, 5L, 6L, 5L, 4L, 6L, 5L, 6L, 4L, 3L, 6L, NA, 1L, 4L, 4L,
## 2L, 3L, 3L, 4L, 5L, 4L, 4L, 5L, 2L, NA, NA, 4L, 6L, 5L, 6L,
## 3L, 6L, 4L, 3L, 5L, 5L, 1L, 3L, 5L, 2L, 3L, 3L, 6L, 3L, 3L,
## 3L, 4L, 5L, 3L, 5L, 3L, 4L, 2L, 2L, 3L, 5L, 6L, 5L, 4L, 4L,
## 4L, NA, 6L, 4L, 4L, 4L, 3L, NA, 3L, 3L, 6L, 6L, 4L, 4L, 4L,
## NA, 5L, 4L, 5L, 3L, 6L, NA, 5L, 6L, NA, 5L, 4L, 4L, NA, 6L,
## 6L, 6L, 5L, 6L, 4L, 6L, 6L, 5L, 6L, 3L, 6L, 3L, 6L, 6L, 1L,
## 5L, 6L, 6L, 1L, 4L, 5L, 5L, NA, 6L, 6L, 4L, NA, 5L, 4L, 6L,
## 6L, 6L, 5L, 3L, 5L, 6L, 2L, 3L, 4L, 3L, 4L, 6L, 2L, NA, 5L,
## 4L, 4L, 4L, 4L, 2L, 3L, 6L, 5L, 5L, 5L, NA, 6L, 6L, 4L, 1L,
## 6L, 4L, NA, NA, 5L, 5L, 6L, 2L, 6L, 4L, 5L, 5L, 5L, 5L, 5L,
## 4L, 5L, 3L, NA, 3L, 5L, 4L, 4L, 4L, 3L, 5L, 4L, 4L, 4L, 6L,
## 5L, 2L, 4L, 3L, 4L, 4L, 6L, 5L, 2L, 3L, 5L, 5L, 4L, 6L, 6L,
## 6L, 5L, 5L, 6L, 6L, 5L, NA, NA, 4L, 4L, NA, NA, 4L, 6L, NA,
## 5L, 4L, 6L, 4L, 4L, 2L, 1L, 6L, 3L, 6L, 4L, 4L, 5L, 5L, 5L,
## 6L, 5L, 4L, 3L, 6L, 1L, 6L, 6L, 4L, 3L, 5L, 1L, 5L, 5L, 4L,
## 2L, 3L, 5L, 2L, 2L, 3L, 4L, 3L, 5L, 4L, 1L, 2L, 1L, 3L, 3L,
## 5L, 5L, 5L, 4L, 3L, 4L, 3L, 5L, 2L, 4L, 3L, 3L, 3L, 3L, 6L,
## 5L, 6L, 2L, 6L, 2L, 6L, 5L, 3L, 5L, 6L, 3L, 5L, 4L, 4L, 3L,
## 4L, NA, 3L, 3L, 3L, 4L, 4L, 6L, 5L, 4L, 6L, 4L, 6L, NA, 6L,
## NA, NA, 1L, 3L, NA, 4L, 6L, 5L, 3L, 6L, 4L, NA, 4L, 5L, 4L,
## 5L, 5L, 2L, 4L, NA, 4L, 6L, 4L, 6L, 3L, 3L, 5L, 4L, 4L, 4L,
## 5L, 3L, 4L, 5L, 5L, 4L, 5L, 5L, 4L, 4L, 6L, 6L, 5L, 4L, 4L,
## 3L, 2L, 3L, 4L, 3L, 5L, 6L, 6L, 4L, 4L, 3L, 4L, 5L, 4L, 5L,
## 2L, 4L, 3L, 2L, 5L, 6L, 4L, 6L, 4L, 3L, 2L, 1L, 4L, 3L, 4L,
## 4L, 3L, 4L, 3L, 4L, NA, NA, NA, 5L, 4L, 2L, NA, NA, 5L, NA,
## NA, 6L, 5L, 1L, NA, 5L, NA, 3L, NA, 6L, 6L, NA, 4L, 6L, NA,
## 4L, 2L, 3L, 4L, 3L, 6L, 6L, 5L, 4L, NA, 4L, NA, 1L, NA, 2L,
## 5L, 6L, 4L, 4L, 5L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 3L,
## 2L, 4L, NA, 2L, NA, NA, NA, 6L, NA, NA, 6L, 4L, NA, 5L, 5L,
## 5L, NA, 1L, 4L, 5L, 2L, 4L, 6L, 1L, 3L, 2L, 5L, 3L, 6L, 5L,
## 3L, 4L, 6L, 6L, 5L, 6L, 5L, 6L, 4L, 5L, 6L, 4L, 5L, 2L, 4L,
## 6L, 4L, 4L, 5L, 2L, 5L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, 2L, 5L,
## 3L, 4L, 5L, 5L, 4L, 5L, 3L, 6L, NA, 4L, 5L, 6L, 4L, 6L, 5L,
## 5L, 1L, 5L, 3L, 3L, 5L, 4L, 4L, 5L, 2L, NA, 4L, 4L, 5L, 3L,
## 3L, 5L, 3L, NA, 4L, 4L, 5L, 3L, 4L, 5L, 4L, 3L, 5L, 4L, 5L,
## 5L, 5L, 2L, 5L, 6L, 5L, 4L, 5L, 3L, 6L, 2L, 4L, 5L, 5L, 6L,
## 4L, 5L, 1L, 5L, 6L, 5L, 4L, 5L, 4L, 3L, 3L, 2L, 3L, 3L, 4L,
## 1L, 4L, 5L, 5L, 5L, 3L, 3L, 6L, 5L, 6L, 5L, 5L, 1L, 3L, 5L,
## 5L, 6L, 5L, 6L, 3L, 5L, 4L, 5L, 4L, 4L, 3L, 5L, 3L, 2L, 6L,
## 2L, 4L, 4L, 3L, 6L, 4L, 3L, 2L, 2L, 4L, 4L, 5L, 4L, 4L, 6L,
## 3L, 3L, 4L, 5L, 5L, 3L, 4L, 3L, NA, NA, NA, NA, 5L, 4L, 6L,
## 2L, 2L, 4L, 5L, 3L, 1L, 4L, 3L, 4L, 5L, 3L, 5L, 4L, 3L, 5L,
## 4L, 3L, 3L, 3L, 2L, NA, NA, 4L, 3L, 1L, 2L, 4L, 6L, 4L, 5L,
## 3L, 5L, 4L, 3L, 4L, 4L, 4L, 4L, 4L, 6L, NA, 4L, 1L, 6L, 3L,
## 5L, 3L, 5L, 3L, 2L, 3L, 1L, 4L, 3L, 3L, 5L, 4L, 3L, 5L, 3L,
## 5L, 3L, 6L, 5L, 3L, 3L, 5L, 5L, 6L, 2L, 6L, 6L, 6L, 5L, 3L,
## 3L, 2L, 3L, 4L, 4L, 1L, 4L, 4L, 3L, 5L, 3L, 3L, 5L, 2L, 5L,
## 3L, 3L, 5L, 4L, 5L, 6L, 4L, 5L, 4L, 3L, 5L, 4L, 4L, 3L, 2L,
## 6L, 3L, 4L, 6L, 5L, 6L, 4L, 1L, 2L, NA, 2L, 3L, 6L, 4L, 2L,
## 3L, 6L, 1L, 4L, 6L, 6L, 5L, 4L, 4L, 3L, 2L, 3L, 4L, 3L, 5L,
## 6L, 6L, 4L, 4L, 3L, 4L, 5L, 4L, 5L, 2L, 4L, 3L, 2L, 5L, 6L,
## 4L, 6L, 4L, 3L, 2L, 1L, 4L, 3L, 4L, 4L, 6L, 4L, 5L, 2L, 4L,
## 5L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 5L, 2L, 5L, 4L, 5L, 4L, 5L,
## 3L, 6L, 5L, 4L, 6L, 4L, 5L, 6L, 5L, 1L, 3L, 5L, 5L, 4L, 3L,
## 4L, 3L, 5L, 4L, 3L, 5L, 2L, 4L, 5L, 3L, 3L, 4L, 4L, 5L, 5L,
## 6L, 6L, 5L, 5L, 6L, 3L, 5L, 4L, 6L, 3L, 5L, 3L, 3L, 3L, 4L,
## 5L, 5L, 6L, 2L, 4L, 4L, 4L, 4L, 5L, 3L, 5L, 5L, 4L, 3L, 3L,
## 6L, 6L, 6L, 5L, 3L, 5L, 3L, 6L, 3L, 4L, 4L, 2L, 4L, 5L, 6L,
## 4L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 4L, 4L, 6L, 6L, 4L, 4L, 3L,
## 6L, 5L, 3L, 6L, 5L, 3L, 4L, 4L, 4L, 6L, 2L, 5L, 3L, 5L, 4L,
## 6L, 4L, 4L, 3L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 6L, 2L, 5L, 3L,
## 4L, 4L, 3L, 6L, 6L, 4L, 5L, 2L, 6L, 4L, 6L, 3L, 4L, 5L, 5L,
## 5L, 1L, 5L, 4L, 5L, 5L, NA, 2L, 5L, NA, NA, 1L, 2L, NA, 4L,
## 4L, NA, 3L, 4L, 5L, 4L, NA, 5L, 3L, 5L, 3L, NA, 3L, 5L, 3L,
## 5L, 5L, 5L, 5L, 5L, 6L, 3L, 6L, 5L, 5L, 6L, 1L, NA, 6L, 3L,
## 3L, NA, 3L, 5L, 4L, 3L, 4L, 1L, 4L, 3L, NA, NA), ASDQII_15 = c(6L,
## 6L, 6L, 4L, 3L, 6L, 1L, 2L, 4L, 5L, 4L, 5L, 3L, 4L, 2L, 5L,
## 3L, 4L, 4L, 2L, 5L, 4L, 5L, 1L, 3L, 5L, 4L, 5L, 3L, 4L, 3L,
## 2L, 2L, 4L, 5L, 5L, 5L, 5L, 4L, 6L, 5L, 6L, 3L, 5L, 4L, 4L,
## 6L, 6L, 5L, 5L, 4L, 6L, 6L, 6L, 6L, 5L, 5L, 2L, 6L, 5L, 5L,
## 5L, 3L, 2L, 6L, 3L, 4L, 3L, 4L, 1L, 4L, 6L, 1L, 5L, 3L, 3L,
## 6L, 2L, 5L, 3L, 5L, 3L, 3L, 3L, 6L, 1L, 4L, 4L, 6L, 3L, 6L,
## 4L, 4L, 4L, 2L, 6L, 2L, 3L, 1L, 5L, 3L, 2L, 3L, 3L, 5L, 5L,
## 3L, 5L, 1L, 4L, 4L, 5L, 2L, 3L, 4L, 1L, 6L, 3L, 5L, 5L, 3L,
## 5L, 3L, 5L, 5L, 4L, 6L, 6L, 6L, 4L, 3L, 6L, 3L, 5L, 6L, 5L,
## 5L, 1L, 4L, 6L, 5L, 6L, 6L, 3L, NA, 4L, 5L, 4L, 6L, NA, NA,
## NA, 4L, 6L, 5L, NA, NA, 4L, 3L, 2L, 6L, 3L, 4L, 6L, 4L, 3L,
## 4L, 6L, 6L, 5L, NA, 5L, NA, 5L, 5L, 6L, 5L, 3L, 2L, 1L, 6L,
## 5L, 5L, 6L, 3L, 3L, 4L, 5L, 2L, 4L, 6L, 6L, 6L, 4L, 4L, 4L,
## 6L, 4L, 5L, 6L, 5L, 3L, 5L, 6L, 4L, NA, NA, 2L, 5L, 5L, 3L,
## 5L, NA, 5L, 4L, 3L, 5L, 6L, 3L, 4L, 5L, NA, 6L, 4L, 6L, 5L,
## 2L, 6L, 3L, 5L, 6L, 5L, 2L, 6L, 4L, 2L, 6L, NA, NA, NA, 1L,
## 3L, 6L, NA, 6L, 3L, 3L, 3L, 6L, 6L, NA, 3L, 3L, 4L, 5L, NA,
## NA, 5L, 5L, 6L, 3L, 6L, 6L, 4L, 6L, 5L, 4L, 3L, 3L, 5L, 6L,
## 1L, 6L, 4L, 5L, 6L, 6L, 3L, 5L, NA, 6L, 3L, 5L, 5L, 2L, 1L,
## 4L, 6L, 6L, 5L, 5L, 6L, 5L, 6L, 5L, 4L, 6L, NA, 1L, 4L, 4L,
## 2L, 3L, 4L, 4L, 5L, 4L, 3L, 5L, 2L, NA, NA, 6L, 6L, 5L, 6L,
## 3L, 6L, 4L, 1L, 4L, 4L, 3L, 2L, 4L, 3L, 4L, 4L, 5L, 3L, 4L,
## 3L, 4L, 5L, 2L, 5L, 4L, 4L, 4L, 3L, 3L, 4L, 6L, 4L, 3L, 2L,
## 3L, NA, 6L, 4L, 4L, 5L, 3L, NA, 2L, 3L, 6L, 2L, 3L, 4L, 4L,
## NA, 5L, 5L, 4L, 3L, 6L, NA, 5L, 6L, NA, 5L, 4L, 5L, NA, 6L,
## 6L, 6L, 4L, 6L, 5L, 6L, 5L, 5L, 6L, 3L, 6L, 3L, 6L, 6L, 1L,
## 6L, 6L, 5L, 1L, 4L, 5L, 5L, NA, 6L, 6L, 4L, NA, 4L, 4L, 6L,
## 6L, 6L, 5L, 3L, 5L, 6L, 2L, 3L, 2L, 3L, 5L, 5L, 2L, NA, 5L,
## 5L, 6L, 5L, 4L, 2L, 5L, 6L, 5L, 4L, 4L, NA, 5L, 3L, 1L, 4L,
## 6L, 4L, NA, NA, 5L, 4L, 6L, 3L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
## 5L, 5L, 4L, NA, 3L, 4L, 4L, 4L, 5L, 3L, 4L, 4L, 5L, 6L, 6L,
## 6L, 3L, 3L, 3L, 4L, 3L, 6L, 1L, 3L, 3L, 6L, 4L, 4L, 6L, 5L,
## 6L, 5L, 3L, 6L, 4L, 5L, NA, NA, 4L, 4L, NA, NA, 4L, 6L, NA,
## 5L, 4L, 5L, 5L, 4L, 1L, 3L, 6L, 3L, 6L, 4L, 4L, 5L, 4L, 5L,
## 5L, 4L, 3L, 4L, 6L, 2L, 6L, 6L, 4L, 3L, 5L, 1L, 5L, 5L, 5L,
## 2L, 3L, 5L, 2L, 1L, 2L, 4L, 3L, 4L, 5L, 2L, 2L, 1L, 4L, 3L,
## 4L, 6L, 5L, 3L, 3L, 5L, 3L, 5L, 4L, 5L, 3L, 4L, 3L, 4L, 6L,
## 5L, 6L, 3L, 6L, 2L, 6L, 6L, 4L, 5L, 6L, 3L, 4L, 2L, 3L, 4L,
## 5L, NA, 2L, 4L, 4L, 6L, 5L, 6L, 5L, 4L, 6L, 4L, 6L, NA, 6L,
## NA, NA, 3L, 3L, NA, 4L, 5L, 5L, 3L, 6L, 5L, NA, 4L, 5L, 5L,
## 5L, 5L, 1L, 4L, NA, 4L, 6L, 4L, 6L, 3L, 3L, 3L, 3L, 5L, 3L,
## 5L, 3L, 3L, 4L, 5L, 4L, 5L, 5L, 3L, 4L, 5L, 4L, 5L, 3L, 4L,
## 3L, 3L, 3L, 4L, 3L, 6L, 5L, 6L, 3L, 4L, 4L, 4L, 5L, 4L, 4L,
## 1L, 5L, 3L, 3L, 5L, 6L, 4L, 4L, 4L, 5L, 2L, 3L, 3L, 3L, 6L,
## 5L, 3L, 5L, 4L, 3L, NA, NA, NA, 5L, 4L, 3L, NA, NA, 6L, NA,
## NA, 6L, 5L, 1L, NA, 5L, NA, 2L, NA, 6L, 6L, NA, 2L, 6L, NA,
## 4L, 4L, 3L, 4L, 5L, 5L, 5L, 6L, 5L, NA, 4L, NA, 1L, NA, 4L,
## 5L, 5L, 4L, 5L, 5L, NA, NA, 6L, NA, NA, NA, 2L, NA, NA, 5L,
## 2L, 4L, NA, 3L, NA, NA, NA, 6L, NA, NA, 6L, 4L, NA, 5L, 6L,
## 3L, NA, 1L, 4L, 6L, 2L, 4L, 6L, 1L, 3L, 3L, 5L, 4L, 6L, 5L,
## 4L, 1L, 6L, 6L, 4L, 6L, 5L, 5L, 3L, 5L, 6L, 6L, 6L, 3L, 4L,
## 6L, 4L, 4L, 5L, 2L, 5L, 5L, 5L, 4L, 6L, 4L, 5L, 4L, 2L, 5L,
## 3L, 5L, 4L, 5L, 4L, 3L, 4L, 6L, NA, 4L, 4L, 6L, 4L, 6L, 5L,
## 5L, 1L, 4L, 5L, 4L, 5L, 3L, 5L, 6L, 3L, NA, 4L, 4L, 5L, 4L,
## 3L, 5L, 3L, NA, 4L, 4L, 5L, 3L, 3L, 5L, 4L, 2L, 5L, 4L, 5L,
## 5L, 5L, 2L, 5L, 6L, 5L, 4L, 5L, 3L, 6L, 3L, 4L, 2L, 5L, 6L,
## 5L, 5L, 1L, 2L, 5L, 5L, 3L, 4L, 4L, 3L, 5L, 2L, 4L, 2L, 4L,
## 2L, 4L, 5L, 5L, 5L, 3L, 3L, 6L, 1L, 5L, 4L, 5L, 4L, 3L, 5L,
## 5L, 6L, 5L, 6L, 3L, 4L, 4L, 4L, 4L, 3L, 3L, 5L, 4L, 2L, 4L,
## 2L, 4L, 2L, 3L, 6L, 3L, 3L, 2L, 3L, 4L, 4L, 5L, 3L, 4L, 2L,
## 4L, 3L, 4L, 5L, 4L, 2L, 1L, 3L, NA, NA, NA, NA, 4L, 3L, 6L,
## 2L, 1L, 3L, 5L, 3L, 1L, 2L, 3L, 5L, 5L, 3L, 5L, 4L, 4L, 2L,
## 3L, 4L, 3L, 2L, 2L, NA, NA, 3L, 2L, 3L, 3L, 5L, 6L, 5L, 5L,
## 3L, 5L, 5L, 4L, 5L, 4L, 4L, 3L, 4L, 6L, NA, 4L, 1L, 6L, 3L,
## 4L, 4L, 5L, 4L, 2L, 3L, 1L, 4L, 3L, 3L, 3L, 4L, 3L, 4L, 2L,
## 5L, 3L, 6L, 5L, 3L, 4L, 5L, 5L, 5L, 1L, 4L, 6L, 5L, 6L, 2L,
## 3L, 2L, 2L, 5L, 3L, 1L, 3L, 4L, 3L, 5L, 2L, 3L, 5L, 2L, 4L,
## 3L, 3L, 4L, 5L, 4L, 6L, 4L, 5L, 4L, 3L, 5L, 4L, 4L, 3L, 2L,
## 5L, 4L, 4L, 6L, 3L, 6L, 3L, 1L, 2L, NA, 3L, 2L, 6L, 2L, 5L,
## 3L, 6L, 1L, 4L, 5L, 4L, 5L, 3L, 4L, 3L, 3L, 3L, 4L, 3L, 6L,
## 5L, 6L, 3L, 4L, 4L, 4L, 5L, 4L, 4L, 1L, 5L, 3L, 3L, 5L, 6L,
## 4L, 4L, 4L, 5L, 2L, 3L, 3L, 3L, 6L, 5L, 6L, 4L, 5L, 2L, 4L,
## 5L, 5L, 4L, 4L, 5L, 5L, 6L, 4L, 5L, 2L, 5L, 4L, 3L, 5L, 4L,
## 4L, 6L, 4L, 4L, 6L, 4L, 5L, 6L, 5L, 1L, 5L, 5L, 4L, 3L, 4L,
## 5L, 3L, 6L, 4L, 3L, 5L, 3L, 4L, 5L, 3L, 4L, 6L, 3L, 5L, 5L,
## 6L, 5L, 3L, 5L, 6L, 3L, 5L, 4L, 4L, 4L, 5L, 4L, 3L, 3L, 3L,
## 4L, 5L, 5L, 2L, 4L, 4L, 4L, 4L, 4L, 2L, 4L, 5L, 4L, 3L, 3L,
## 6L, 6L, 6L, 5L, 3L, 5L, 3L, 6L, 3L, 4L, 4L, 1L, 3L, 6L, 6L,
## 4L, 4L, 6L, 6L, 5L, 5L, 6L, 6L, 5L, 5L, 6L, 6L, 5L, 4L, 3L,
## 6L, 5L, 1L, 3L, 5L, 1L, 3L, 5L, 5L, 6L, 5L, 5L, 3L, 3L, 4L,
## 6L, 3L, 4L, 3L, 1L, 3L, 5L, 4L, 3L, 3L, 3L, 5L, 2L, 4L, 4L,
## 4L, 3L, 2L, 6L, 6L, 4L, 5L, 2L, 6L, 4L, 4L, 2L, 4L, 4L, 5L,
## 5L, 1L, 5L, 4L, 4L, 5L, NA, 3L, 5L, NA, NA, 2L, 2L, NA, 4L,
## 5L, NA, 3L, 3L, 5L, 5L, NA, 6L, 2L, 5L, 2L, NA, 3L, 4L, 2L,
## 5L, 4L, 5L, 5L, 5L, 5L, 3L, 6L, 6L, 5L, 5L, 3L, NA, 6L, 3L,
## 4L, NA, 2L, 5L, 5L, 4L, 3L, 1L, 4L, 4L, NA, NA), ASDQII_16 = c(4L,
## 2L, 6L, 4L, 3L, 2L, 1L, 3L, 5L, 5L, 4L, 3L, 5L, 4L, 4L, 4L,
## 1L, 4L, 4L, 4L, 5L, 4L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 4L, 1L,
## 5L, 4L, 4L, 5L, 6L, 5L, 6L, 5L, 5L, 4L, 4L, 2L, 5L, 4L, 4L,
## 6L, 6L, 4L, 5L, 4L, 6L, 6L, 6L, 5L, 4L, 5L, 4L, 5L, 4L, 5L,
## 4L, 3L, 3L, 6L, 5L, 4L, 2L, 5L, 3L, 4L, 5L, 4L, 4L, 3L, 3L,
## 5L, 3L, 4L, 3L, 5L, 4L, 3L, 3L, 5L, 5L, 5L, 5L, 6L, 6L, 6L,
## 5L, 4L, 5L, 3L, 5L, 3L, 4L, 4L, 3L, 4L, 3L, 3L, 4L, 5L, 4L,
## 4L, 5L, 2L, 3L, 5L, 5L, 3L, 3L, 5L, 1L, 4L, 6L, 2L, 5L, 3L,
## 5L, 5L, 6L, 4L, 4L, 6L, 6L, 6L, 5L, 4L, 6L, 4L, 6L, 4L, 5L,
## 6L, 6L, 5L, 6L, 5L, 6L, 5L, 4L, NA, 5L, 5L, 6L, 5L, NA, NA,
## NA, 5L, 5L, 4L, NA, NA, 4L, 4L, 3L, 6L, 3L, 4L, 6L, 5L, 4L,
## 6L, 6L, 5L, 5L, NA, 5L, NA, 6L, 4L, 4L, 5L, 4L, 3L, 4L, 6L,
## 5L, 5L, 6L, 2L, 3L, 4L, 5L, 4L, 4L, 5L, 6L, 6L, 5L, 3L, 4L,
## 6L, 4L, 5L, 4L, 5L, 3L, 5L, 5L, 4L, NA, NA, 2L, 4L, 5L, 3L,
## 6L, NA, 5L, 5L, 3L, 5L, 5L, 2L, 4L, 5L, NA, 5L, 4L, 6L, 6L,
## 3L, 6L, 4L, 5L, 6L, 5L, 3L, 5L, 4L, 6L, 6L, NA, NA, NA, 3L,
## 5L, 6L, NA, 3L, 5L, 4L, 3L, 5L, 6L, NA, 4L, 4L, 4L, 4L, NA,
## NA, 6L, 5L, 6L, 3L, 6L, 5L, 5L, 6L, 5L, 4L, 5L, 4L, 5L, 5L,
## 1L, 6L, 5L, 5L, 6L, 6L, 1L, 5L, NA, 6L, 5L, 6L, 6L, 3L, 6L,
## 5L, 4L, 6L, 4L, 6L, 6L, 6L, 6L, 6L, 4L, 4L, NA, 1L, 6L, 4L,
## 5L, 4L, 4L, 3L, 5L, 6L, 4L, 5L, 2L, NA, NA, 6L, 5L, 5L, 6L,
## 5L, 6L, 5L, 5L, 4L, 3L, 3L, 3L, 5L, 3L, 3L, 5L, 6L, 2L, 2L,
## 4L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 6L, 3L, 4L, 6L, 4L, 6L, 4L,
## 4L, NA, 5L, 5L, 4L, 5L, 6L, NA, 4L, 3L, 6L, 6L, 3L, 6L, 5L,
## NA, 6L, 6L, 5L, 3L, 6L, NA, 6L, 6L, NA, 5L, 5L, 5L, NA, 6L,
## 6L, 6L, 6L, 6L, 6L, 4L, 5L, 6L, 5L, 4L, 6L, 5L, 6L, 5L, 1L,
## 5L, 6L, 5L, 1L, 5L, 5L, 6L, NA, 6L, 4L, 5L, NA, 4L, 3L, 6L,
## 6L, 6L, 4L, 4L, 5L, 4L, 4L, 6L, 5L, 3L, 5L, 6L, 1L, NA, 6L,
## 5L, 5L, 6L, 5L, 3L, 5L, 6L, 6L, 6L, 5L, NA, 5L, 5L, 5L, 4L,
## 6L, 6L, NA, NA, 4L, 4L, 6L, 4L, 6L, 5L, 6L, 6L, 4L, 5L, 5L,
## 4L, 5L, 3L, NA, 4L, 5L, 5L, 6L, 5L, 5L, 6L, 5L, 5L, 3L, 6L,
## 6L, 4L, 6L, 4L, 5L, 4L, 6L, 3L, 3L, 4L, 6L, 3L, 4L, 3L, 4L,
## 6L, 4L, 6L, 5L, 4L, 6L, NA, NA, 5L, 4L, NA, NA, 5L, 6L, NA,
## 5L, 4L, 6L, 5L, 3L, 2L, 2L, 3L, 4L, 6L, 4L, 4L, 3L, 4L, 5L,
## 6L, 4L, 4L, 3L, 6L, 2L, 4L, 6L, 4L, 3L, 5L, 4L, 6L, 4L, 5L,
## 4L, 4L, 5L, 4L, 3L, 3L, 5L, 3L, 5L, 4L, 1L, 4L, 1L, 4L, 4L,
## 6L, 5L, 5L, 5L, 5L, 4L, 2L, 6L, 3L, 5L, 4L, 4L, 4L, 5L, 6L,
## 5L, 6L, 3L, 6L, 4L, 6L, 5L, 4L, 5L, 6L, 4L, 4L, 3L, 4L, 4L,
## 5L, NA, 4L, 4L, 4L, 3L, 5L, 4L, 5L, 5L, 6L, 3L, 6L, NA, 6L,
## NA, NA, 4L, 4L, NA, 4L, 3L, 6L, 3L, 6L, 5L, NA, 4L, 3L, 5L,
## 6L, 6L, 4L, 4L, NA, 5L, 5L, 5L, 6L, 3L, 4L, 4L, 5L, 6L, 5L,
## 5L, 3L, 4L, 5L, 5L, 3L, 5L, 5L, 5L, 3L, 6L, 3L, 4L, 4L, 4L,
## 3L, 3L, 6L, 4L, 4L, 4L, 3L, 5L, 3L, 4L, 3L, 4L, 5L, 4L, 5L,
## 3L, 5L, 3L, 2L, 5L, 3L, 4L, 4L, 3L, 4L, 4L, 3L, 3L, 4L, 5L,
## 4L, 4L, 5L, 1L, 4L, NA, NA, NA, 5L, 4L, 3L, NA, NA, 6L, NA,
## NA, 6L, 6L, 2L, NA, 5L, NA, 4L, NA, 6L, 6L, NA, 2L, 3L, NA,
## 6L, 5L, 5L, 4L, 5L, 6L, 6L, 6L, 4L, NA, 4L, NA, 2L, NA, 2L,
## 5L, 6L, 5L, 4L, 3L, NA, NA, 6L, NA, NA, NA, 4L, NA, NA, 6L,
## 4L, 3L, NA, 3L, NA, NA, NA, 5L, NA, NA, 6L, 4L, NA, 2L, 5L,
## 4L, NA, 2L, 5L, 5L, 4L, 5L, 6L, 4L, 3L, 2L, 3L, 4L, 6L, 5L,
## 4L, 3L, 6L, 6L, 5L, 6L, 6L, 4L, 4L, 5L, 6L, 4L, 5L, 2L, 4L,
## 3L, 4L, 5L, 4L, 3L, 5L, 4L, 3L, 4L, 6L, 4L, 5L, 4L, 4L, 5L,
## 4L, 5L, 2L, 5L, 3L, 4L, 1L, 5L, NA, 4L, 6L, 5L, 2L, 4L, 5L,
## 4L, 4L, 4L, 3L, 3L, 4L, 2L, 5L, 4L, 3L, NA, 4L, 4L, 6L, 3L,
## 6L, 3L, 2L, NA, 2L, 4L, 5L, 3L, 6L, 5L, 5L, 3L, 5L, 4L, 5L,
## 5L, 6L, 3L, 5L, 4L, 4L, 3L, 4L, 4L, 5L, 5L, 5L, 4L, 5L, 6L,
## 3L, 5L, 1L, 3L, 5L, 3L, 4L, 5L, 4L, 4L, 5L, 4L, 1L, 6L, 3L,
## 3L, 4L, 6L, 6L, 5L, 4L, 3L, 6L, 2L, 4L, 4L, 4L, 4L, 6L, 5L,
## 6L, 6L, 5L, 6L, 4L, 5L, 4L, 5L, 4L, 3L, 3L, 5L, 1L, 4L, 1L,
## 4L, 4L, 1L, 5L, 6L, 2L, 2L, 6L, 4L, 5L, 4L, 5L, 4L, 4L, 3L,
## 4L, 3L, 4L, 4L, 4L, 3L, 5L, 3L, NA, NA, NA, NA, 3L, 4L, 6L,
## 4L, 3L, 4L, 5L, 4L, 6L, 2L, 3L, 6L, 5L, 4L, 4L, 5L, 2L, 4L,
## 5L, 4L, 3L, 5L, 3L, NA, NA, 2L, 5L, 1L, 4L, 5L, 6L, 5L, 5L,
## 4L, 4L, 5L, 2L, 5L, 5L, 4L, 5L, 4L, 6L, NA, 4L, 1L, 6L, 5L,
## 6L, 5L, 5L, 4L, 5L, 4L, 3L, 4L, 4L, 4L, 5L, 5L, 4L, 4L, 4L,
## 4L, 5L, 6L, 5L, 4L, 5L, 6L, 5L, 5L, 4L, 5L, 6L, 5L, 6L, 2L,
## 6L, 3L, 4L, 5L, 5L, 4L, 4L, 5L, 3L, 5L, 4L, 5L, 5L, 2L, 6L,
## 3L, 4L, 5L, 5L, 6L, 6L, 5L, 4L, 4L, 6L, 4L, 4L, 5L, 4L, 2L,
## 4L, 4L, 5L, 5L, 5L, 6L, 5L, 3L, 4L, NA, 5L, 4L, 5L, 6L, 5L,
## 3L, 4L, 3L, 3L, 6L, 3L, 4L, 4L, 4L, 3L, 3L, 6L, 4L, 4L, 4L,
## 3L, 5L, 3L, 4L, 3L, 4L, 5L, 4L, 5L, 3L, 5L, 3L, 2L, 5L, 3L,
## 4L, 4L, 3L, 4L, 4L, 3L, 3L, 4L, 5L, 4L, 3L, 4L, 4L, 3L, 5L,
## 5L, 4L, 4L, 4L, 5L, 3L, 6L, 4L, 5L, 4L, 5L, 3L, 4L, 5L, 2L,
## 1L, 5L, 6L, 2L, 4L, 4L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 2L, 3L,
## 5L, 4L, 4L, 4L, 6L, 6L, 3L, 4L, 3L, 2L, 3L, 3L, 4L, 5L, 5L,
## 5L, 5L, 5L, 4L, 4L, 6L, 4L, 3L, 5L, 4L, 6L, 4L, 4L, 4L, 5L,
## 6L, 5L, 5L, 6L, 5L, 4L, 5L, 5L, 4L, 6L, 5L, 5L, 4L, 4L, 4L,
## 6L, 4L, 5L, 5L, 5L, 6L, 4L, 6L, 5L, 4L, 5L, 5L, 4L, 4L, 5L,
## 4L, 5L, 5L, 6L, 5L, 4L, 5L, 4L, 6L, 5L, 5L, 6L, 3L, 5L, 4L,
## 5L, 5L, 3L, 6L, 4L, 3L, 2L, 4L, 5L, 6L, 5L, 5L, 4L, 4L, 5L,
## 6L, 5L, 4L, 2L, 4L, 3L, 3L, 4L, 5L, 4L, 5L, 6L, 5L, 5L, 4L,
## 4L, 3L, 5L, 5L, 6L, 6L, 5L, 3L, 5L, 3L, 4L, 3L, 5L, 5L, 6L,
## 5L, 2L, 6L, 5L, 5L, 5L, NA, 3L, 5L, NA, NA, 3L, 2L, NA, 5L,
## 5L, NA, 4L, 5L, 3L, 4L, NA, 4L, 4L, 4L, 5L, NA, 4L, 6L, 5L,
## 4L, 5L, 6L, 5L, 5L, 4L, 3L, 3L, 5L, 5L, 4L, 4L, NA, 5L, 3L,
## 4L, NA, 3L, 5L, 4L, 4L, 4L, 6L, 5L, 5L, NA, NA), ASDQII_17 = c(5L,
## 5L, 6L, 4L, 3L, 2L, 1L, 2L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 5L,
## 4L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 3L, 3L, 4L, 4L, 5L, 1L,
## 4L, 4L, 3L, 5L, 5L, 4L, 6L, 5L, 5L, 4L, 5L, 2L, 5L, 3L, 3L,
## 6L, 6L, 4L, 5L, 4L, 6L, 6L, 5L, 5L, 3L, 6L, 4L, 5L, 4L, 5L,
## 4L, 3L, 2L, 3L, 5L, 4L, 6L, 4L, 2L, 4L, 5L, 3L, 4L, 4L, 3L,
## 6L, 2L, 4L, 3L, 4L, 3L, 6L, 3L, 5L, 4L, 5L, 4L, 6L, 5L, 5L,
## 5L, 4L, 4L, 2L, 6L, 4L, 4L, 3L, 4L, 4L, 3L, 2L, 4L, 5L, 4L,
## 4L, 4L, 2L, 3L, 4L, 4L, 3L, 3L, 5L, 1L, 5L, 6L, 2L, 5L, 3L,
## 5L, 4L, 6L, 4L, 4L, 6L, 6L, 6L, 4L, 4L, 5L, 3L, 6L, 5L, 5L,
## 5L, 6L, 5L, 6L, 6L, 6L, 5L, 5L, NA, 5L, 4L, 5L, 6L, NA, NA,
## NA, 4L, 5L, 4L, NA, NA, 4L, 5L, 2L, 6L, 4L, 5L, 6L, 5L, 4L,
## 6L, 6L, 5L, 5L, NA, 5L, NA, 6L, 4L, 4L, 4L, 4L, 3L, 4L, 6L,
## 5L, 6L, 5L, 2L, 4L, 3L, 5L, 4L, 4L, 6L, 6L, 5L, 4L, 4L, 5L,
## 6L, 3L, 5L, 4L, 5L, 3L, 5L, 5L, 4L, NA, NA, 2L, 4L, 5L, 4L,
## 6L, NA, 6L, 5L, 3L, 5L, 5L, 4L, 4L, 5L, NA, 5L, 4L, 6L, 6L,
## 4L, 6L, 5L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 5L, NA, NA, NA, 3L,
## 5L, 6L, NA, 6L, 6L, 5L, 4L, 5L, 6L, NA, 3L, 1L, 4L, 5L, NA,
## NA, 6L, 6L, 6L, 3L, 6L, 6L, 4L, 6L, 5L, 5L, 3L, 4L, 5L, 6L,
## 2L, 5L, 6L, 5L, 6L, 6L, 2L, 5L, NA, 6L, 6L, 6L, 6L, 3L, 5L,
## 4L, 6L, 6L, 4L, 5L, 6L, 6L, 6L, 6L, 3L, 5L, NA, 4L, 4L, 4L,
## 5L, 3L, 4L, 1L, 5L, 6L, 4L, 4L, 2L, NA, NA, 4L, 5L, 5L, 6L,
## 4L, 5L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 3L, 4L, 5L, 6L, 4L, 3L,
## 5L, 5L, 4L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 6L, 5L, 4L, 6L, 3L,
## 6L, NA, 6L, 5L, 4L, 4L, 6L, NA, 3L, 3L, 6L, 3L, 4L, 5L, 4L,
## NA, 6L, 4L, 6L, 4L, 6L, NA, 6L, 6L, NA, 5L, 5L, 4L, NA, 6L,
## 6L, 6L, 6L, 4L, 5L, 6L, 6L, 6L, 5L, 5L, 6L, 4L, 6L, 5L, 1L,
## 5L, 6L, 6L, 1L, 3L, 5L, 4L, NA, 6L, 5L, 5L, NA, 6L, 3L, 6L,
## 6L, 6L, 5L, 4L, 5L, 3L, 4L, 5L, 5L, 4L, 5L, 6L, 2L, NA, 6L,
## 4L, 5L, 6L, 4L, 3L, 6L, 6L, 5L, 4L, 5L, NA, 6L, 3L, 6L, 5L,
## 6L, 6L, NA, NA, 5L, 5L, 6L, 4L, 6L, 5L, 5L, 6L, 4L, 4L, 4L,
## 5L, 4L, 4L, NA, 4L, 4L, 5L, 6L, 4L, 4L, 5L, 5L, 5L, 5L, 6L,
## 6L, 5L, 6L, 4L, 5L, 4L, 6L, 5L, 2L, 5L, 6L, 3L, 4L, 5L, 5L,
## 5L, 4L, 6L, 6L, 4L, 5L, NA, NA, 4L, 4L, NA, NA, 5L, 6L, NA,
## 5L, 4L, 6L, 4L, 3L, 2L, 2L, 2L, 4L, 6L, 4L, 5L, 4L, 5L, 5L,
## 6L, 4L, 2L, 4L, 6L, 2L, 5L, 6L, 4L, 4L, 5L, 4L, 5L, 5L, 4L,
## 3L, 4L, 5L, 3L, 2L, 3L, 5L, 3L, 6L, 4L, 1L, 3L, 4L, 4L, 3L,
## 5L, 4L, 4L, 5L, 4L, 4L, 3L, 6L, 4L, 5L, 4L, 4L, 6L, 4L, 6L,
## 5L, 6L, 3L, 6L, 4L, 6L, 5L, 5L, 5L, 6L, 4L, 4L, 1L, 5L, 4L,
## 2L, NA, 3L, 4L, 5L, 2L, 5L, 4L, 5L, 4L, 6L, 3L, 6L, NA, 6L,
## NA, NA, 1L, 4L, NA, 5L, 5L, 6L, 3L, 6L, 4L, NA, 4L, 4L, 1L,
## 6L, 6L, 3L, 4L, NA, 5L, 5L, 5L, 6L, 3L, 3L, 3L, 4L, 6L, 5L,
## 5L, 4L, 2L, 6L, 5L, 4L, 4L, 6L, 6L, 4L, 5L, 3L, 4L, 4L, 5L,
## 3L, 2L, 5L, 4L, 3L, 5L, 4L, 5L, 4L, 4L, 3L, 4L, 5L, 3L, 5L,
## 4L, 4L, 4L, 3L, 5L, 4L, 5L, 6L, 3L, 4L, 4L, 1L, 3L, 3L, 5L,
## 3L, 4L, 4L, 1L, 4L, NA, NA, NA, 6L, 4L, 3L, NA, NA, 6L, NA,
## NA, 6L, 5L, 1L, NA, 5L, NA, 4L, NA, 6L, 6L, NA, 3L, 4L, NA,
## 6L, 5L, 4L, 5L, 5L, 5L, 6L, 6L, 5L, NA, 4L, NA, 2L, NA, 4L,
## 5L, 6L, 4L, 5L, 4L, NA, NA, 6L, NA, NA, NA, 4L, NA, NA, 6L,
## 2L, 3L, NA, 3L, NA, NA, NA, 5L, NA, NA, 6L, 4L, NA, 3L, 5L,
## 1L, NA, 1L, 5L, 5L, 4L, 5L, 6L, 4L, 3L, 3L, 3L, 4L, 6L, 5L,
## 5L, 3L, 6L, 6L, 4L, 6L, 5L, 4L, 5L, 5L, 6L, 4L, 5L, 1L, 4L,
## 3L, 4L, 4L, 4L, 3L, 5L, 3L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 5L,
## 3L, 5L, 3L, 5L, 4L, 6L, 1L, 5L, NA, 3L, 6L, 5L, 3L, 5L, 5L,
## 4L, 4L, 4L, 3L, 3L, 4L, 4L, 5L, 5L, 3L, NA, 4L, 5L, 6L, 4L,
## 5L, 4L, 3L, NA, 3L, 4L, 4L, 3L, 6L, 5L, 5L, 3L, 4L, 3L, 5L,
## 5L, 5L, 4L, 5L, 4L, 5L, 4L, 4L, 3L, 6L, 5L, 4L, 5L, 5L, 6L,
## 3L, 5L, 2L, 5L, 5L, 4L, 3L, 5L, 4L, 4L, 5L, 4L, 3L, 4L, 4L,
## 3L, 4L, 6L, 6L, 6L, 4L, 3L, 6L, 6L, 4L, 5L, 3L, 3L, 3L, 5L,
## 5L, 6L, 5L, 6L, 5L, 5L, 4L, 6L, 4L, 4L, 3L, 4L, 2L, 4L, 4L,
## 4L, 4L, 3L, 4L, 6L, 6L, 4L, 4L, 2L, 5L, 4L, 5L, 4L, 4L, 5L,
## 4L, 4L, 5L, 5L, 4L, 4L, 3L, 4L, NA, NA, NA, NA, 3L, 4L, 6L,
## 5L, 4L, 5L, 5L, 4L, 3L, 5L, 3L, 5L, 5L, 4L, 6L, 5L, 3L, 5L,
## 4L, 4L, 4L, 4L, 5L, NA, NA, 2L, 4L, 4L, 6L, 5L, 6L, 6L, 4L,
## 4L, 4L, 6L, 3L, 5L, 5L, 5L, 5L, 4L, 6L, NA, 4L, 1L, 6L, 5L,
## 6L, 5L, 5L, 5L, 5L, 5L, 2L, 4L, 5L, 4L, 5L, 5L, 5L, 5L, 3L,
## 4L, 4L, 6L, 5L, 4L, 5L, 6L, 5L, 5L, 4L, 6L, 5L, 4L, 5L, 2L,
## 6L, 4L, 4L, 5L, 5L, 3L, 5L, 5L, 3L, 5L, 4L, 4L, 5L, 3L, 6L,
## 2L, 4L, 5L, 5L, 6L, 6L, 4L, 4L, 4L, 6L, 4L, 4L, 4L, 4L, 2L,
## 4L, 3L, 5L, 6L, 5L, 6L, 5L, 1L, 3L, NA, 4L, 4L, 5L, 6L, 5L,
## 3L, 6L, 4L, 4L, 5L, 3L, 4L, 4L, 5L, 3L, 2L, 5L, 4L, 3L, 5L,
## 4L, 5L, 4L, 4L, 3L, 4L, 5L, 3L, 5L, 4L, 4L, 4L, 3L, 5L, 4L,
## 5L, 6L, 3L, 4L, 4L, 1L, 3L, 3L, 5L, 3L, 3L, 4L, 4L, 3L, 4L,
## 5L, 3L, 5L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 6L, 5L, 3L,
## 1L, 5L, 6L, 3L, 5L, 3L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 4L, 3L,
## 5L, 3L, 5L, 4L, 5L, 6L, 3L, 5L, 4L, 3L, 4L, 3L, 5L, 5L, 5L,
## 6L, 6L, 5L, 4L, 4L, 5L, 4L, 4L, 6L, 3L, 6L, 4L, 4L, 4L, 5L,
## 5L, 6L, 5L, 5L, 4L, 4L, 6L, 4L, 4L, 6L, 5L, 5L, 4L, 5L, 4L,
## 6L, 3L, 5L, 6L, 5L, 6L, 4L, 5L, 4L, 4L, 5L, 4L, 4L, 5L, 5L,
## 4L, 5L, 5L, 6L, 6L, 5L, 6L, 5L, 5L, 5L, 5L, 6L, 3L, 4L, 4L,
## 5L, 5L, 3L, 6L, 5L, 1L, 3L, 4L, 5L, 6L, 4L, 5L, 3L, 4L, 4L,
## 6L, 5L, 4L, 3L, 3L, 5L, 3L, 5L, 5L, 5L, 6L, 5L, 4L, 4L, 4L,
## 4L, 4L, 4L, 6L, 6L, 3L, 5L, 3L, 5L, 5L, 4L, 3L, 5L, 5L, 6L,
## 6L, 4L, 6L, 4L, 6L, 5L, NA, 3L, 5L, NA, NA, 3L, 2L, NA, 5L,
## 5L, NA, 4L, 4L, 4L, 3L, NA, 5L, 3L, 4L, 6L, NA, 3L, 6L, 4L,
## 4L, 5L, 6L, 6L, 5L, 3L, 3L, 5L, 5L, 5L, 5L, 4L, NA, 5L, 3L,
## 3L, NA, 3L, 5L, 4L, 4L, 4L, 6L, 5L, 5L, NA, NA), ASDQII_18 = c(4L,
## 3L, 6L, 4L, 4L, 3L, 1L, 2L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 5L,
## 4L, 4L, 4L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 3L,
## 5L, 4L, 4L, 4L, 6L, 5L, 5L, 5L, 5L, 5L, 5L, 2L, 4L, 4L, 4L,
## 6L, 6L, 4L, 6L, 4L, 6L, 6L, 5L, 5L, 4L, 5L, 5L, 6L, 4L, 5L,
## 4L, 3L, 3L, 4L, 4L, 4L, 6L, 3L, 2L, 4L, 5L, 3L, 4L, 4L, 3L,
## 5L, 4L, 5L, 3L, 5L, 4L, 3L, 3L, 5L, 5L, 5L, 5L, 6L, 6L, 6L,
## 5L, 5L, 5L, 3L, 6L, 4L, 3L, 5L, 5L, 5L, 5L, 2L, 3L, 5L, 4L,
## 4L, 4L, 2L, 4L, 5L, 4L, 3L, 2L, 5L, 1L, 4L, 6L, 2L, 5L, 3L,
## 5L, 5L, 6L, 5L, 6L, 6L, 5L, 6L, 4L, 4L, 5L, 3L, 6L, 5L, 5L,
## 6L, 6L, 5L, 6L, 5L, 6L, 5L, 5L, NA, 5L, 5L, 6L, 6L, NA, NA,
## NA, 5L, 5L, 4L, NA, NA, 4L, 4L, 3L, 6L, 4L, 4L, 6L, 5L, 3L,
## 6L, 6L, 5L, 5L, NA, 5L, NA, 6L, 4L, 4L, 4L, 4L, 4L, 4L, 6L,
## 5L, 6L, 6L, 3L, 3L, 4L, 4L, 5L, 4L, 6L, 6L, 5L, 5L, 4L, 5L,
## 5L, 4L, 5L, 4L, 5L, 3L, 5L, 5L, 3L, NA, NA, 2L, 5L, 6L, 3L,
## 5L, NA, 6L, 4L, 3L, 5L, 5L, 2L, 4L, 5L, NA, 5L, 5L, 6L, 6L,
## 4L, 6L, 4L, 5L, 6L, 6L, 4L, 6L, 4L, 5L, 6L, NA, NA, NA, 3L,
## 5L, 6L, NA, 4L, 4L, 4L, 4L, 5L, 6L, NA, 5L, 3L, 4L, 5L, NA,
## NA, 6L, 6L, 6L, 4L, 6L, 5L, 4L, 6L, 5L, 6L, 5L, 4L, 6L, 6L,
## 2L, 5L, 6L, 5L, 6L, 6L, 3L, 5L, NA, 6L, 6L, 5L, 6L, 4L, 5L,
## 5L, 6L, 6L, 4L, 6L, 6L, 6L, 6L, 5L, 4L, 3L, NA, 1L, 5L, 3L,
## 3L, 4L, 4L, 3L, 5L, 6L, 4L, 5L, 2L, NA, NA, 6L, 6L, 5L, 6L,
## 3L, 6L, 5L, 6L, 5L, 5L, 3L, 4L, 3L, 4L, 4L, 4L, 5L, 2L, 2L,
## 5L, 4L, 5L, 3L, 4L, 5L, 4L, 4L, 6L, 4L, 4L, 6L, 4L, 6L, 4L,
## 2L, NA, 5L, 4L, 4L, 4L, 5L, NA, 3L, 4L, 6L, 1L, 4L, 6L, 4L,
## NA, 6L, 6L, 5L, 4L, 6L, NA, 6L, 6L, NA, 5L, 6L, 5L, NA, 6L,
## 6L, 6L, 6L, 6L, 6L, 6L, 6L, 5L, 6L, 5L, 6L, 5L, 6L, 6L, 2L,
## 5L, 6L, 6L, 1L, 5L, 5L, 4L, NA, 6L, 4L, 6L, NA, 6L, 4L, 6L,
## 6L, 6L, 5L, 6L, 5L, 3L, 4L, 4L, 5L, 4L, 6L, 6L, 2L, NA, 6L,
## 5L, 6L, 6L, 4L, 4L, 6L, 6L, 5L, 6L, 5L, NA, 5L, 4L, 5L, 5L,
## 6L, 6L, NA, NA, 5L, 4L, 6L, 5L, 6L, 5L, 6L, 6L, 5L, 5L, 5L,
## 4L, 5L, 2L, NA, 4L, 5L, 5L, 6L, 6L, 4L, 5L, 5L, 6L, 5L, 6L,
## 6L, 5L, 6L, 4L, 6L, 4L, 6L, 5L, 5L, 5L, 6L, 3L, 4L, 4L, 4L,
## 6L, 6L, 3L, 5L, 3L, 5L, NA, NA, 5L, 4L, NA, NA, 5L, 6L, NA,
## 4L, 3L, 6L, 5L, 3L, 2L, 5L, 2L, 4L, 6L, 4L, 5L, 5L, 4L, 5L,
## 6L, 5L, 2L, 4L, 6L, 2L, 5L, 6L, 4L, 3L, 5L, 3L, 6L, 5L, 5L,
## 3L, 3L, 5L, 3L, 3L, 3L, 4L, 3L, 5L, 4L, 1L, 3L, 4L, 4L, 3L,
## 6L, 5L, 4L, 5L, 4L, 4L, 2L, 6L, 3L, 6L, 4L, 4L, 5L, 5L, 6L,
## 5L, 6L, 3L, 6L, 4L, 6L, 5L, 3L, 5L, 6L, 4L, 2L, 1L, 5L, 5L,
## 1L, NA, 3L, 5L, 5L, 4L, 5L, 5L, 5L, 4L, 6L, 4L, 6L, NA, 6L,
## NA, NA, 4L, 4L, NA, 5L, 3L, 6L, 3L, 6L, 5L, NA, 4L, 4L, 4L,
## 6L, 4L, 4L, 4L, NA, 5L, 5L, 4L, 5L, 3L, 4L, 4L, 4L, 6L, 5L,
## 5L, 4L, 4L, 4L, 5L, 4L, 6L, 5L, 6L, 3L, 6L, 4L, 5L, 5L, 4L,
## 3L, 3L, 5L, 4L, 2L, 4L, 3L, 5L, 4L, 5L, 3L, 5L, 5L, 3L, 5L,
## 4L, 5L, 4L, 2L, 6L, 5L, 5L, 6L, 3L, 4L, 3L, 3L, 3L, 4L, 6L,
## 4L, 4L, 4L, 1L, 4L, NA, NA, NA, 6L, 5L, 3L, NA, NA, 6L, NA,
## NA, 6L, 6L, 2L, NA, 5L, NA, 4L, NA, 6L, 6L, NA, 2L, 1L, NA,
## 6L, 5L, 5L, 5L, 4L, 5L, 6L, 6L, 4L, NA, 5L, NA, 2L, NA, 4L,
## 5L, 6L, 5L, 4L, 3L, NA, NA, 6L, NA, NA, NA, 4L, NA, NA, 6L,
## 5L, 4L, NA, 4L, NA, NA, NA, 5L, NA, NA, 6L, 4L, NA, 1L, 5L,
## 1L, NA, 1L, 5L, 5L, 3L, 5L, 6L, 4L, 4L, 5L, 4L, 5L, 6L, 5L,
## 4L, 4L, 6L, 6L, 5L, 6L, 6L, 4L, 4L, 5L, 6L, 4L, 5L, 1L, 3L,
## 4L, 4L, 4L, 4L, 3L, 5L, 4L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 4L,
## 3L, 5L, 3L, 5L, 4L, 6L, 2L, 5L, NA, 4L, 6L, 5L, 4L, 5L, 5L,
## 4L, 4L, 4L, 3L, 3L, 4L, 5L, 5L, 4L, 3L, NA, 4L, 4L, 6L, 4L,
## 6L, 4L, 2L, NA, 3L, 4L, 5L, 3L, 5L, 5L, 4L, 3L, 4L, 4L, 5L,
## 5L, 5L, 3L, 5L, 3L, 5L, 4L, 4L, 4L, 5L, 4L, 4L, 5L, 5L, 6L,
## 4L, 5L, 1L, 4L, 5L, 4L, 3L, 4L, 4L, 3L, 5L, 5L, 4L, 3L, 4L,
## 2L, 4L, 5L, 6L, 5L, 5L, 4L, 6L, 3L, 5L, 4L, 5L, 4L, 3L, 5L,
## 6L, 6L, 5L, 6L, 4L, 5L, 4L, 6L, 4L, 3L, 4L, 5L, 2L, 4L, 6L,
## 4L, 4L, 2L, 5L, 6L, 5L, 2L, 4L, 2L, 5L, 4L, 4L, 4L, 5L, 6L,
## 4L, 5L, 4L, 5L, 4L, 3L, 1L, 3L, NA, NA, NA, NA, 4L, 4L, 6L,
## 6L, 5L, 5L, 5L, 4L, 6L, 3L, 3L, 5L, 5L, 4L, 4L, 6L, 3L, 5L,
## 5L, 4L, 4L, 3L, 5L, NA, NA, 2L, 5L, 4L, 5L, 4L, 6L, 6L, 5L,
## 4L, 4L, 5L, 3L, 5L, 5L, 4L, 5L, 4L, 6L, NA, 5L, 2L, 6L, 5L,
## 6L, 5L, 5L, 5L, 5L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 3L,
## 4L, 5L, 6L, 5L, 4L, 4L, 6L, 6L, 5L, 4L, 6L, 5L, 6L, 6L, 3L,
## 6L, 3L, 4L, 5L, 5L, 4L, 5L, 5L, 3L, 5L, 4L, 4L, 5L, 4L, 5L,
## 3L, 5L, 5L, 5L, 5L, 6L, 4L, 5L, 4L, 6L, 4L, 4L, 5L, 4L, 3L,
## 5L, 2L, 5L, 6L, 4L, 6L, 5L, 4L, 4L, NA, 5L, 4L, 5L, 6L, 5L,
## 4L, 5L, 4L, 3L, 6L, 4L, 5L, 5L, 4L, 3L, 3L, 5L, 4L, 2L, 4L,
## 3L, 5L, 4L, 5L, 3L, 5L, 5L, 3L, 5L, 4L, 5L, 4L, 2L, 6L, 5L,
## 5L, 6L, 3L, 4L, 3L, 3L, 3L, 4L, 6L, 4L, 4L, 4L, 4L, 3L, 4L,
## 5L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 5L, 4L, 6L, 5L, 3L,
## 2L, 5L, 6L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 5L, 3L,
## 5L, 3L, 4L, 4L, 6L, 6L, 3L, 4L, 4L, 2L, 4L, 3L, 5L, 6L, 4L,
## 6L, 5L, 4L, 4L, 4L, 6L, 4L, 5L, 5L, 4L, 6L, 4L, 4L, 5L, 6L,
## 5L, 4L, 5L, 6L, 4L, 4L, 6L, 4L, 4L, 6L, 5L, 6L, 4L, 5L, 4L,
## 6L, 4L, 5L, 5L, 5L, 5L, 3L, 5L, 4L, 5L, 6L, 5L, 3L, 5L, 5L,
## 4L, 5L, 5L, 6L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 6L, 3L, 4L, 4L,
## 5L, 5L, 4L, 6L, 5L, 3L, 5L, 5L, 5L, 6L, 5L, 5L, 3L, 5L, 5L,
## 6L, 6L, 5L, 3L, 3L, 6L, 3L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, 4L,
## 4L, 3L, 5L, 6L, 5L, 6L, 5L, 3L, 5L, 5L, 5L, 3L, 5L, 5L, 6L,
## 6L, 5L, 4L, 4L, 5L, 5L, NA, 3L, 5L, NA, NA, 2L, 3L, NA, 5L,
## 5L, NA, 4L, 5L, 4L, 3L, NA, 4L, 4L, 4L, 4L, NA, 4L, 6L, 5L,
## 4L, 4L, 6L, 6L, 6L, 3L, 3L, 5L, 5L, 5L, 5L, 5L, NA, 5L, 3L,
## 4L, NA, 4L, 5L, 4L, 4L, 4L, 6L, 5L, 5L, NA, NA), ASDQII_19 = c(3L,
## 3L, 6L, 3L, 4L, 3L, 1L, 4L, 5L, 5L, 4L, 4L, 4L, 4L, 3L, 3L,
## 4L, 4L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 4L, 2L, 4L, 4L, 6L, 1L,
## 5L, 4L, 3L, 5L, 5L, 5L, 5L, 4L, 5L, 5L, 5L, 2L, 5L, 4L, 4L,
## 6L, 5L, 4L, 5L, 4L, 5L, 6L, 5L, 5L, 4L, 4L, 5L, 5L, 5L, 5L,
## 5L, 3L, 3L, 3L, 4L, 4L, 6L, 4L, 3L, 4L, 5L, 3L, 4L, 4L, 3L,
## 5L, 3L, 6L, 3L, 5L, 4L, 3L, 3L, 5L, 3L, 5L, 3L, 6L, 5L, 5L,
## 4L, 4L, 5L, 3L, 6L, 3L, 3L, 4L, 4L, 4L, 2L, 2L, 4L, 5L, 4L,
## 4L, 3L, 1L, 3L, 5L, 5L, 3L, 3L, 5L, 1L, 5L, 5L, 2L, 4L, 4L,
## 4L, 5L, 5L, 5L, 4L, 6L, 6L, 5L, 4L, 4L, 5L, 4L, 5L, 4L, 5L,
## 5L, 3L, 5L, 5L, 5L, 5L, 5L, 4L, NA, 5L, 5L, 5L, 6L, NA, NA,
## NA, 5L, 5L, 4L, NA, NA, 4L, 4L, 2L, 5L, 2L, 4L, 5L, 4L, 4L,
## 5L, 6L, 4L, 5L, NA, 5L, NA, 6L, 4L, 4L, 5L, 4L, 3L, 3L, 5L,
## 5L, 5L, 6L, 1L, 4L, 3L, 4L, 4L, 4L, 5L, 6L, 5L, 5L, 3L, 4L,
## 6L, 3L, 5L, 4L, 4L, 4L, 5L, 5L, 4L, NA, NA, 2L, 5L, 5L, 4L,
## 6L, NA, 5L, 5L, 4L, 4L, 5L, 3L, 4L, 5L, NA, 5L, 4L, 6L, 6L,
## 3L, 5L, 5L, 5L, 6L, 5L, 3L, 5L, 4L, 5L, 4L, NA, NA, NA, 2L,
## 4L, 4L, NA, 3L, 3L, 4L, 3L, 5L, 6L, NA, 4L, 2L, 3L, 4L, NA,
## NA, 6L, 6L, 6L, 4L, 6L, 5L, 4L, 6L, 5L, 5L, 4L, 4L, 5L, 6L,
## 1L, 4L, 4L, 5L, 6L, 5L, 3L, 5L, NA, 6L, 5L, 4L, 5L, 3L, 6L,
## 3L, 5L, 6L, 4L, 5L, 5L, 6L, 6L, 5L, 5L, 5L, NA, 3L, 4L, 4L,
## 3L, 4L, 4L, 2L, 5L, 5L, 6L, 5L, 2L, NA, NA, 4L, 6L, 5L, 6L,
## 3L, 5L, 5L, 4L, 4L, 2L, 3L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 2L,
## 4L, 4L, 4L, 2L, 5L, 4L, 4L, 5L, 5L, 3L, 5L, 6L, 4L, 5L, 3L,
## 2L, NA, 5L, 4L, 4L, 4L, 5L, NA, 3L, 3L, 6L, 6L, 4L, 5L, 5L,
## NA, 6L, 6L, 5L, 5L, 5L, NA, 6L, 6L, NA, 5L, 4L, 4L, NA, 5L,
## 6L, 4L, 5L, 6L, 4L, 6L, 5L, 5L, 6L, 3L, 6L, 4L, 6L, 6L, 4L,
## 5L, 6L, 6L, 1L, 5L, 6L, 3L, NA, 6L, 5L, 5L, NA, 5L, 3L, 5L,
## 5L, 6L, 2L, 4L, 4L, 3L, 4L, 4L, 5L, 4L, 5L, 6L, 4L, NA, 5L,
## 5L, 5L, 6L, 3L, 3L, 6L, 6L, 5L, 3L, 6L, NA, 5L, 3L, 6L, 2L,
## 5L, 6L, NA, NA, 5L, 4L, 6L, 5L, 6L, 5L, 5L, 6L, 5L, 5L, 5L,
## 3L, 5L, 4L, NA, 3L, 4L, 4L, 6L, 5L, 4L, 5L, 4L, 5L, 5L, 6L,
## 5L, 4L, 6L, 4L, 5L, 4L, 5L, 5L, 1L, 4L, 5L, 4L, 4L, 3L, 4L,
## 6L, 5L, 6L, 5L, 3L, 5L, NA, NA, 5L, 4L, NA, NA, 5L, 6L, NA,
## 6L, 4L, 6L, 5L, 4L, 2L, 4L, 4L, 4L, 6L, 4L, 5L, 4L, 2L, 5L,
## 5L, 5L, 2L, 3L, 6L, 2L, 5L, 6L, 4L, 2L, 4L, 4L, 6L, 5L, 6L,
## 5L, 4L, 5L, 4L, 2L, 3L, 4L, 3L, 2L, 4L, 1L, 4L, 2L, 2L, 4L,
## 5L, 4L, 3L, 5L, 3L, 4L, 3L, 6L, 3L, 4L, 3L, 4L, 5L, 6L, 6L,
## 5L, 6L, 3L, 6L, 4L, 6L, 4L, 4L, 4L, 6L, 4L, 5L, 4L, 4L, 4L,
## 1L, NA, 2L, 3L, 4L, 3L, 5L, 4L, 5L, 4L, 6L, 3L, 6L, NA, 6L,
## NA, NA, 5L, 4L, NA, 4L, 4L, 5L, 3L, 6L, 5L, NA, 4L, 3L, 5L,
## 6L, 6L, 2L, 4L, NA, 5L, 5L, 4L, 6L, 3L, 3L, 3L, 4L, 6L, 5L,
## 5L, 4L, 2L, 5L, 5L, 4L, 5L, 6L, 6L, 4L, 6L, 3L, 5L, 4L, 3L,
## 2L, 3L, 3L, 4L, 3L, 4L, 3L, 5L, 4L, 5L, 4L, 4L, 5L, 5L, 5L,
## 3L, 5L, 2L, 2L, 5L, 3L, 4L, 4L, 5L, 4L, 3L, 3L, 3L, 4L, 6L,
## 3L, 4L, 4L, 1L, 4L, NA, NA, NA, 5L, 4L, 2L, NA, NA, 6L, NA,
## NA, 6L, 4L, 2L, NA, 5L, NA, 3L, NA, 6L, 6L, NA, 3L, 4L, NA,
## 5L, 4L, 5L, 4L, 5L, 6L, 6L, 4L, 4L, NA, 4L, NA, 2L, NA, 3L,
## 5L, 4L, 5L, 4L, 4L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 5L,
## 5L, 4L, NA, 3L, NA, NA, NA, 5L, NA, NA, 6L, 4L, NA, 3L, 5L,
## 1L, NA, 1L, 5L, 5L, 4L, 4L, 6L, 4L, 3L, 4L, 4L, 6L, 6L, 5L,
## 4L, 3L, 6L, 5L, 5L, 6L, 6L, 4L, 4L, 4L, 6L, 5L, 5L, 2L, 4L,
## 5L, 5L, 4L, 4L, 3L, 5L, 4L, 3L, 4L, 6L, 4L, 5L, 4L, 4L, 4L,
## 3L, 5L, 2L, 5L, 4L, 6L, 4L, 4L, NA, 3L, 6L, 5L, 3L, 5L, 5L,
## 4L, 4L, 5L, 1L, 3L, 5L, 4L, 5L, 5L, 4L, NA, 4L, 5L, 6L, 3L,
## 6L, 5L, 3L, NA, 3L, 4L, 4L, 3L, 6L, 5L, 5L, 2L, 5L, 4L, 5L,
## 5L, 5L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, 4L, 4L, 5L, 6L,
## 5L, 5L, 2L, 5L, 5L, 6L, 4L, 5L, 4L, 3L, 5L, 4L, 4L, 3L, 4L,
## 4L, 4L, 6L, 6L, 6L, 5L, 3L, 6L, 5L, 5L, 6L, 4L, 4L, 3L, 6L,
## 6L, 6L, 5L, 6L, 5L, 5L, 4L, 5L, 4L, 4L, 2L, 5L, 1L, 4L, 6L,
## 4L, 4L, 2L, 4L, 6L, 3L, 4L, 5L, 4L, 5L, 4L, 5L, 5L, 5L, 3L,
## 4L, 3L, 5L, 4L, 4L, 4L, 3L, 5L, NA, NA, NA, NA, 3L, 3L, 6L,
## 5L, 4L, 5L, 5L, 4L, 6L, 3L, 3L, 6L, 5L, 3L, 6L, 5L, 3L, 5L,
## 5L, 4L, 3L, 5L, 5L, NA, NA, 2L, 5L, 6L, 5L, 5L, 6L, 6L, 5L,
## 4L, 4L, 6L, 2L, 5L, 5L, 4L, 5L, 3L, 6L, NA, 4L, 1L, 5L, 5L,
## 5L, 5L, 4L, 4L, 5L, 5L, 3L, 4L, 4L, 4L, 6L, 5L, 4L, 5L, 4L,
## 4L, 4L, 6L, 5L, 4L, 5L, 6L, 5L, 5L, 4L, 5L, 5L, 4L, 5L, 3L,
## 5L, 3L, 5L, 5L, 6L, 4L, 5L, 5L, 4L, 4L, 5L, 4L, 3L, 4L, 4L,
## 3L, 4L, 5L, 6L, 4L, 6L, 4L, 5L, 4L, 6L, 4L, 4L, 4L, 3L, 3L,
## 5L, 2L, 5L, 5L, 5L, 6L, 4L, 3L, 3L, NA, 4L, 4L, 4L, 4L, 4L,
## 3L, 5L, 3L, 4L, 6L, 3L, 5L, 4L, 3L, 2L, 3L, 3L, 4L, 3L, 4L,
## 3L, 5L, 4L, 5L, 4L, 4L, 5L, 5L, 5L, 3L, 5L, 2L, 2L, 5L, 3L,
## 4L, 4L, 5L, 4L, 3L, 3L, 3L, 4L, 6L, 3L, 5L, 5L, 4L, 3L, 4L,
## 5L, 4L, 4L, 4L, 5L, 3L, 6L, 4L, 4L, 4L, 5L, 4L, 6L, 5L, 2L,
## 4L, 4L, 6L, 3L, 5L, 3L, 5L, 5L, 4L, 4L, 1L, 5L, 5L, 4L, 3L,
## 5L, 3L, 5L, 4L, 6L, 6L, 4L, 5L, 5L, 3L, 3L, 1L, 4L, 4L, 5L,
## 5L, 5L, 5L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 4L, 5L,
## 5L, 5L, 4L, 5L, 4L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, 4L,
## 5L, 4L, 5L, 5L, 4L, 5L, 4L, 5L, 4L, 4L, 5L, 3L, 4L, 5L, 4L,
## 4L, 5L, 5L, 6L, 6L, 4L, 5L, 5L, 5L, 6L, 5L, 5L, 4L, 4L, 4L,
## 5L, 5L, 3L, 5L, 4L, 2L, 4L, 5L, 4L, 6L, 4L, 5L, 3L, 4L, 5L,
## 6L, 5L, 4L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 3L,
## 4L, 3L, 4L, 5L, 5L, 3L, 4L, 3L, 5L, 5L, 5L, 3L, 5L, 5L, 5L,
## 5L, 4L, 4L, 5L, 4L, 5L, NA, 4L, 5L, NA, NA, 2L, 2L, NA, 5L,
## 5L, NA, 5L, 5L, 4L, 3L, NA, 4L, 4L, 6L, 4L, NA, 4L, 4L, 4L,
## 4L, 5L, 6L, 4L, 5L, 3L, 3L, 5L, 5L, 5L, 5L, 5L, NA, 6L, 3L,
## 3L, NA, 4L, 4L, 5L, 4L, 4L, 6L, 4L, 4L, NA, NA), ASDQII_20 = c(3L,
## 5L, 6L, 4L, 3L, 4L, 1L, 5L, 4L, 5L, 4L, 5L, 3L, 4L, 4L, 4L,
## 4L, 5L, 4L, 4L, 5L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 4L, 5L, 1L,
## 4L, 4L, 4L, 5L, 5L, 4L, 6L, 5L, 3L, 4L, 4L, 3L, 5L, 4L, 3L,
## 5L, 5L, 4L, 5L, 4L, 5L, 6L, 5L, 5L, 5L, 4L, 4L, 5L, 4L, 5L,
## 4L, 3L, 2L, 5L, 4L, 4L, 6L, 4L, 3L, 4L, 5L, 5L, 4L, 3L, 3L,
## 5L, 3L, 4L, 3L, 4L, 2L, 3L, 3L, 5L, 3L, 5L, 4L, 6L, 4L, 5L,
## 5L, 5L, 5L, 4L, 6L, 3L, 3L, 4L, 3L, 4L, 2L, 2L, 3L, 5L, 5L,
## 4L, 3L, 1L, 2L, 5L, 5L, 3L, 3L, 5L, 1L, 4L, 4L, 4L, 4L, 4L,
## 5L, 5L, 5L, 5L, 5L, 6L, 6L, 5L, 5L, 5L, 5L, 2L, 5L, 6L, 5L,
## 5L, 3L, 4L, 5L, 5L, 5L, 5L, 5L, NA, 5L, 5L, 5L, 6L, NA, NA,
## NA, 6L, 5L, 5L, NA, NA, 5L, 4L, 3L, 5L, 4L, 4L, 6L, 4L, 4L,
## 5L, 6L, 5L, 5L, NA, 5L, NA, 6L, 4L, 4L, 4L, 3L, 2L, 4L, 6L,
## 5L, 5L, 6L, 2L, 3L, 5L, 4L, 4L, 4L, 5L, 6L, 4L, 4L, 4L, 3L,
## 5L, 4L, 6L, 5L, 5L, 4L, 5L, 5L, 3L, NA, NA, 1L, 5L, 5L, 4L,
## 6L, NA, 5L, 5L, 4L, 5L, 5L, 3L, 4L, 5L, NA, 5L, 4L, 6L, 6L,
## 4L, 6L, 5L, 5L, 6L, 5L, 3L, 6L, 4L, 6L, 6L, NA, NA, NA, 3L,
## 5L, 6L, NA, 3L, 3L, 5L, 4L, 5L, 6L, NA, 5L, 2L, 4L, 5L, NA,
## NA, 6L, 5L, 6L, 5L, 6L, 5L, 5L, 6L, 5L, 4L, 5L, 3L, 5L, 6L,
## 1L, 5L, 5L, 5L, 6L, 5L, 4L, 5L, NA, 6L, 6L, 5L, 6L, 4L, 1L,
## 4L, 4L, 6L, 5L, 5L, 6L, 6L, 6L, 5L, 4L, 5L, NA, 1L, 3L, 4L,
## 4L, 4L, 4L, 2L, 5L, 5L, 4L, 4L, 2L, NA, NA, 5L, 5L, 5L, 6L,
## 2L, 5L, 5L, 4L, 5L, 5L, 3L, 3L, 5L, 4L, 2L, 5L, 6L, 2L, 3L,
## 4L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 5L, 3L, 4L, 6L, 4L, 5L, 2L,
## 4L, NA, 6L, 4L, 4L, 5L, 5L, NA, 3L, 4L, 6L, 6L, 5L, 6L, 5L,
## NA, 6L, 5L, 5L, 4L, 5L, NA, 5L, 6L, NA, 5L, 5L, 3L, NA, 5L,
## 6L, 5L, 5L, 6L, 4L, 6L, 6L, 6L, 6L, 5L, 5L, 4L, 6L, 6L, 1L,
## 6L, 6L, 6L, 1L, 5L, 6L, 3L, NA, 6L, 4L, 5L, NA, 5L, 3L, 6L,
## 6L, 6L, 3L, 4L, 6L, 3L, 4L, 5L, 3L, 5L, 5L, 6L, 3L, NA, 5L,
## 5L, 5L, 4L, 4L, 3L, 5L, 6L, 5L, 6L, 5L, NA, 6L, 4L, 4L, 4L,
## 6L, 6L, NA, NA, 3L, 5L, 5L, 3L, 6L, 5L, 6L, 6L, 5L, 5L, 5L,
## 4L, 5L, 3L, NA, 3L, 4L, 5L, 6L, 4L, 4L, 5L, 5L, 4L, 3L, 6L,
## 6L, 4L, 6L, 4L, 5L, 5L, 6L, 6L, 1L, 3L, 6L, 3L, 2L, 3L, 4L,
## 6L, 4L, 5L, 6L, 5L, 4L, NA, NA, 4L, 3L, NA, NA, 5L, 6L, NA,
## 6L, 3L, 6L, 5L, 3L, 3L, 3L, 3L, 4L, 6L, 4L, 4L, 5L, 4L, 5L,
## 5L, 5L, 3L, 3L, 6L, 2L, 5L, 6L, 5L, 3L, 5L, 4L, 6L, 5L, 6L,
## 5L, 4L, 5L, 2L, 3L, 4L, 4L, 3L, 5L, 4L, 1L, 3L, 4L, 2L, 3L,
## 5L, 4L, 5L, 6L, 4L, 4L, 2L, 5L, 3L, 4L, 3L, 4L, 5L, 6L, 6L,
## 5L, 6L, 3L, 6L, 4L, 5L, 4L, 4L, 6L, 6L, 4L, 5L, 1L, 3L, 4L,
## 4L, NA, 2L, 2L, 5L, 2L, 4L, 4L, 5L, 4L, 6L, 3L, 6L, NA, 6L,
## NA, NA, 4L, 3L, NA, 5L, 3L, 5L, 3L, 6L, 4L, NA, 4L, 3L, 5L,
## 5L, 6L, 3L, 5L, NA, 4L, 5L, 5L, 6L, 3L, 4L, 3L, 5L, 6L, 5L,
## 5L, 3L, 5L, 5L, 5L, 4L, 5L, 6L, 6L, 4L, 6L, 6L, 4L, 5L, 4L,
## 3L, 1L, 6L, 4L, 3L, 5L, 4L, 5L, 4L, 4L, 3L, 5L, 6L, 6L, 6L,
## 3L, 5L, 3L, 3L, 6L, 4L, 5L, 4L, 4L, 4L, 3L, 3L, 3L, 4L, 5L,
## 4L, 4L, 5L, 2L, 4L, NA, NA, NA, 6L, 5L, 2L, NA, NA, 6L, NA,
## NA, 6L, 5L, 1L, NA, 5L, NA, 2L, NA, 6L, 6L, NA, 2L, 5L, NA,
## 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, NA, 4L, NA, 2L, NA, 2L,
## 5L, 6L, 5L, 5L, 2L, NA, NA, 6L, NA, NA, NA, 3L, NA, NA, 5L,
## 2L, 4L, NA, 4L, NA, NA, NA, 5L, NA, NA, 6L, 4L, NA, 2L, 5L,
## 1L, NA, 1L, 5L, 6L, 4L, 4L, 6L, 4L, 3L, 4L, 4L, 4L, 6L, 5L,
## 4L, 3L, 6L, 6L, 4L, 5L, 5L, 4L, 4L, 5L, 6L, 5L, 6L, 2L, 5L,
## 3L, 5L, 4L, 4L, 2L, 5L, 4L, 3L, 4L, 6L, 4L, 5L, 4L, 4L, 5L,
## 4L, 5L, 2L, 5L, 4L, 5L, 3L, 5L, NA, 3L, 6L, 5L, 2L, 5L, 5L,
## 4L, 4L, 5L, 3L, 3L, 5L, 5L, 5L, 4L, 3L, NA, 4L, 6L, 6L, 3L,
## 6L, 4L, 3L, NA, 4L, 5L, 4L, 3L, 6L, 5L, 5L, 2L, 4L, 4L, 5L,
## 5L, 5L, 3L, 5L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, 4L, 4L, 5L, 6L,
## 3L, 5L, 2L, 5L, 5L, 5L, 3L, 4L, 4L, 5L, 5L, 5L, 3L, 4L, 3L,
## 3L, 4L, 6L, 6L, 5L, 4L, 3L, 6L, 6L, 4L, 4L, 5L, 4L, 4L, 5L,
## 6L, 6L, 5L, 6L, 5L, 5L, 4L, 6L, 4L, 3L, 3L, 5L, 2L, 2L, 5L,
## 5L, 4L, 1L, 4L, 6L, 1L, 2L, 3L, 4L, 5L, 4L, 2L, 4L, 4L, 6L,
## 4L, 3L, 4L, 5L, 4L, 3L, 2L, 4L, NA, NA, NA, NA, 3L, 4L, 6L,
## 5L, 3L, 5L, 5L, 4L, 6L, 3L, 3L, 5L, 6L, 4L, 6L, 5L, 4L, 5L,
## 5L, 4L, 4L, 4L, 2L, NA, NA, 3L, 4L, 6L, 3L, 5L, 6L, 6L, 5L,
## 4L, 5L, 4L, 2L, 5L, 5L, 5L, 5L, 4L, 6L, NA, 4L, 4L, 6L, 6L,
## 6L, 5L, 4L, 4L, 5L, 6L, 3L, 5L, 4L, 4L, 5L, 4L, 4L, 5L, 3L,
## 5L, 5L, 6L, 4L, 4L, 5L, 6L, 6L, 5L, 4L, 4L, 5L, 5L, 6L, 3L,
## 5L, 4L, 4L, 5L, 6L, 3L, 5L, 5L, 4L, 5L, 4L, 3L, 4L, 5L, 5L,
## 3L, 5L, 5L, 5L, 5L, 6L, 4L, 4L, 4L, 6L, 4L, 4L, 4L, 4L, 3L,
## 5L, 3L, 5L, 5L, 5L, 6L, 4L, 3L, 3L, NA, 4L, 4L, 5L, 4L, 5L,
## 2L, 5L, 3L, 4L, 6L, 6L, 4L, 5L, 4L, 3L, 1L, 6L, 4L, 3L, 5L,
## 4L, 5L, 4L, 4L, 3L, 5L, 6L, 6L, 6L, 3L, 5L, 3L, 3L, 6L, 4L,
## 5L, 4L, 4L, 4L, 3L, 3L, 3L, 4L, 5L, 4L, 3L, 5L, 4L, 2L, 4L,
## 5L, 4L, 4L, 4L, 5L, 3L, 6L, 4L, 5L, 4L, 5L, 4L, 5L, 5L, 2L,
## 3L, 5L, 6L, 2L, 5L, 3L, 5L, 5L, 4L, 4L, 3L, 5L, 5L, 5L, 3L,
## 5L, 4L, 4L, 4L, 6L, 6L, 3L, 6L, 4L, 3L, 3L, 2L, 3L, 6L, 5L,
## 5L, 5L, 6L, 3L, 4L, 6L, 5L, 4L, 5L, 5L, 6L, 4L, 4L, 5L, 5L,
## 5L, 5L, 5L, 6L, 5L, 4L, 5L, 4L, 5L, 6L, 5L, 5L, 5L, 4L, 4L,
## 6L, 5L, 6L, 5L, 6L, 6L, 4L, 5L, 5L, 4L, 5L, 4L, 3L, 6L, 5L,
## 4L, 4L, 5L, 6L, 6L, 3L, 5L, 4L, 5L, 4L, 5L, 6L, 5L, 5L, 4L,
## 5L, 4L, 4L, 6L, 4L, 3L, 3L, 5L, 5L, 6L, 5L, 5L, 4L, 4L, 5L,
## 6L, 5L, 4L, 2L, 4L, 5L, 2L, 5L, 4L, 3L, 5L, 6L, 5L, 4L, 4L,
## 4L, 4L, 3L, 5L, 5L, 4L, 4L, 3L, 5L, 5L, 5L, 3L, 4L, 6L, 5L,
## 5L, 4L, 5L, 4L, 5L, 5L, NA, 4L, 5L, NA, NA, 2L, 2L, NA, 6L,
## 4L, NA, 4L, 5L, 6L, 4L, NA, 5L, 4L, 3L, 4L, NA, 4L, 6L, 5L,
## 4L, 5L, 5L, 5L, 5L, 4L, 3L, 6L, 5L, 5L, 5L, 5L, NA, 6L, 4L,
## 3L, NA, 5L, 4L, 4L, 4L, 4L, 6L, 4L, 5L, NA, NA), MLQ_1 = c(2L,
## 1L, 6L, 5L, 7L, 1L, 4L, 4L, 6L, 6L, 6L, 4L, 5L, 4L, 6L, 1L,
## 4L, 1L, 5L, 4L, 1L, 4L, 4L, 2L, 7L, 4L, 7L, 4L, 4L, 5L, 2L,
## 4L, 7L, 2L, 6L, 5L, 1L, 7L, 3L, 4L, 5L, 7L, 7L, 6L, 3L, 3L,
## 5L, 1L, 4L, 4L, 5L, 4L, 1L, 4L, 6L, 4L, 5L, 3L, 4L, 6L, 7L,
## 4L, 4L, 4L, 7L, 5L, 1L, 1L, 5L, 3L, 3L, 1L, 4L, 2L, 6L, 4L,
## 6L, 5L, 4L, 4L, 6L, 1L, 7L, 7L, 4L, 7L, 5L, 4L, 5L, 7L, 7L,
## 4L, 4L, 5L, 5L, 7L, 4L, 4L, 7L, 4L, 6L, 6L, 1L, 5L, 6L, 5L,
## 7L, 6L, 1L, 3L, 6L, 4L, 5L, 2L, 7L, 1L, 7L, 7L, 2L, 7L, 3L,
## 5L, 7L, 7L, 4L, 6L, 1L, 4L, 4L, 3L, 4L, 5L, 4L, 5L, 6L, 3L,
## 6L, 1L, 1L, 6L, 2L, 7L, 3L, 6L, NA, 4L, 6L, 4L, 5L, NA, NA,
## NA, 7L, 7L, 3L, NA, NA, 1L, 4L, 4L, 6L, 6L, 4L, 1L, 3L, 4L,
## 2L, 6L, 6L, 4L, NA, 4L, NA, 6L, 5L, 5L, 4L, 1L, 2L, 4L, 3L,
## 1L, 6L, 7L, 4L, 3L, 5L, 4L, 4L, 6L, 6L, 7L, 5L, 6L, 6L, 5L,
## 5L, 7L, 6L, 5L, 5L, 5L, 5L, 6L, 5L, NA, NA, NA, NA, 5L, 6L,
## 4L, NA, 6L, 7L, 4L, 6L, 7L, 3L, 6L, 6L, NA, 4L, 4L, 3L, 6L,
## 5L, 4L, 4L, 7L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, NA, NA, NA, 2L,
## 7L, 6L, NA, 3L, 2L, 4L, 2L, NA, NA, NA, NA, NA, 4L, 3L, NA,
## NA, NA, NA, 3L, NA, 6L, NA, 3L, NA, NA, 6L, NA, 6L, 6L, 3L,
## 2L, 4L, 7L, NA, 7L, 7L, 4L, NA, NA, 1L, 2L, NA, NA, 2L, 6L,
## 2L, 6L, 7L, NA, 5L, 5L, 5L, NA, 1L, 4L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 1L, NA, NA, 3L, 3L, NA, NA, 4L, NA, NA, NA,
## NA, 3L, 1L, NA, 4L, NA, NA, 3L, NA, 4L, 6L, NA, 5L, NA, NA,
## NA, 4L, 7L, NA, NA, 3L, NA, 3L, NA, 4L, NA, NA, 5L, NA, 7L,
## 3L, NA, 5L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 3L, 4L, 5L,
## NA, 4L, 4L, 6L, NA, 4L, NA, 6L, 5L, NA, 6L, NA, NA, NA, 5L,
## NA, 3L, 3L, NA, 5L, 7L, NA, NA, 6L, 3L, 3L, 3L, 4L, 6L, 6L,
## 1L, NA, NA, NA, NA, 6L, NA, NA, 7L, 4L, NA, NA, 5L, 2L, 7L,
## 5L, NA, NA, NA, 5L, NA, 3L, NA, NA, 4L, NA, 4L, NA, NA, 4L,
## 4L, 5L, 4L, 2L, NA, 2L, NA, 3L, 1L, 7L, NA, 3L, 2L, 1L, 2L,
## NA, NA, NA, NA, 6L, 5L, NA, NA, NA, 6L, 4L, NA, 1L, NA, 4L,
## 3L, NA, 6L, NA, 5L, 6L, NA, 2L, 5L, NA, NA, 5L, NA, 1L, 6L,
## NA, NA, 7L, 7L, 6L, NA, 6L, 4L, 2L, NA, 1L, NA, NA, NA, 6L,
## NA, NA, 1L, NA, 3L, 4L, NA, NA, NA, 7L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 7L, 4L,
## NA, NA, NA, 3L, 6L, NA, NA, 7L, 7L, 6L, 7L, 7L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 5L, 1L, 4L,
## 6L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 6L, NA, 5L, NA, 7L, 7L, 5L, 4L, 1L, 5L, 7L,
## NA, NA, NA, NA, NA, 4L, 5L, 6L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 3L, NA, NA, NA, NA, 4L, NA, NA, 4L, NA, 1L, NA, NA,
## NA, NA, NA, 7L, NA, 6L, 4L, NA, NA, 5L, 4L, NA, NA, 7L, 6L,
## 6L, NA, NA, 5L, NA, 3L, NA, 6L, 6L, 4L, 4L, 1L, 1L, 2L, 4L,
## 3L, 3L, 3L, 5L, 5L, 5L, 4L, 6L, 6L, 6L, 5L, 3L, 7L, 7L, 6L,
## 5L, 4L, 1L, 5L, 5L, 5L, 6L, 4L, 4L, 2L, 6L, 5L, 1L, 6L, 7L,
## 6L, 6L, 4L, 1L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA,
## NA, 6L, 5L, NA, NA, 6L, NA, 7L, NA, 7L, NA, NA, NA, NA, NA,
## 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 5L,
## NA, NA, 4L, 7L, 4L, 4L, 6L, 7L, 4L, 6L, 4L, 6L, 5L, 6L, 5L,
## 6L, 4L, 6L, 6L, 7L, 7L, 7L, 5L, 6L, 6L, 6L, 5L, 6L, 5L, 7L,
## 4L, 6L, 4L, 4L, 2L, 6L, 1L, 4L, 4L, 6L, 7L, 7L, 6L, 4L, 6L,
## 5L, 4L, 1L, 6L, 7L, 7L, 4L, 7L, NA, 6L, 4L, 6L, 4L, 7L, 6L,
## 4L, 7L, 6L, 5L, 5L, 6L, 7L, 5L, 5L, 1L, NA, 6L, 6L, 5L, 4L,
## 7L, 6L, 4L, NA, 7L, 6L, 7L, 4L, 7L, 7L, 6L, 2L, 4L, 4L, 6L,
## 6L, 7L, 4L, 7L, 7L, 5L, 4L, 4L, 4L, 6L, 5L, 4L, 7L, 1L, 6L,
## 3L, 5L, 2L, 6L, 7L, 7L, 6L, 6L, 6L, 2L, 6L, 2L, 6L, 5L, 5L,
## 6L, 5L, 7L, 7L, 7L, 5L, 6L, 6L, 7L, 5L, 7L, 2L, 4L, 5L, 6L,
## 7L, 7L, 7L, 7L, 6L, 6L, 5L, 7L, 7L, 7L, 5L, 5L, 6L, 5L, 6L,
## 6L, 7L, 3L, 6L, 6L, 6L, 3L, 6L, 7L, 6L, 6L, 5L, 7L, 3L, 7L,
## 7L, 5L, 6L, 5L, 6L, 4L, 7L, 6L, NA, NA, NA, NA, 5L, 6L, 6L,
## 5L, 5L, 6L, 6L, 4L, 7L, 3L, 3L, 5L, 6L, 4L, 4L, 4L, 4L, 6L,
## 6L, 6L, 4L, 4L, 5L, NA, NA, 3L, 6L, 5L, 6L, 6L, 6L, 7L, 5L,
## 4L, 7L, 6L, 4L, 5L, 6L, 6L, 6L, 4L, 5L, NA, 7L, 7L, 5L, 4L,
## 7L, 4L, 6L, 5L, 4L, 7L, 5L, 4L, 7L, 5L, 5L, 4L, 4L, 5L, 4L,
## 5L, 6L, 1L, 5L, 6L, 5L, 7L, 4L, 3L, 5L, 4L, 7L, 5L, 3L, 2L,
## 7L, 4L, 4L, 3L, 6L, 2L, 4L, 3L, 4L, 5L, 6L, 5L, 5L, 5L, 5L,
## 6L, 7L, 6L, 5L, 6L, 6L, 5L, 4L, 6L, 4L, 5L, 2L, 5L, 6L, 2L,
## 7L, 1L, 3L, 7L, 7L, 4L, 5L, 7L, 5L, NA, 4L, 6L, NA, NA, 6L,
## NA, 7L, NA, 2L, 4L, 2L, 2L, 6L, 3L, 4L, 1L, 3L, 2L, 5L, 1L,
## 6L, 5L, 4L, 1L, 6L, 6L, 8L, 5L, 3L, 5L, 6L, 1L, 7L, 5L, 8L,
## 2L, 7L, 5L, 6L, 3L, 4L, 5L, 1L, 2L, 3L, 4L, 6L, 4L, 2L, 4L,
## 6L, 1L, 4L, 7L, 7L, 4L, 6L, 6L, 6L, 4L, 6L, 7L, 7L, 4L, 1L,
## 4L, 7L, 4L, 4L, 7L, 6L, 6L, 6L, 4L, 7L, 5L, 6L, 6L, 7L, 5L,
## 5L, 5L, 5L, 6L, 7L, 5L, 1L, 6L, 6L, 4L, 4L, 1L, 4L, 5L, 4L,
## 4L, 3L, 7L, 3L, 4L, 6L, 6L, 4L, 4L, 2L, 2L, 2L, 2L, 5L, 2L,
## 3L, 4L, 4L, 5L, 6L, 2L, 5L, 6L, 3L, 4L, 3L, 2L, 5L, 3L, 6L,
## 6L, 4L, 6L, 3L, 5L, 6L, 4L, 5L, 1L, 4L, 6L, 4L, 2L, 2L, 4L,
## 7L, 4L, 4L, 6L, 6L, 5L, 5L, 4L, 2L, 4L, 3L, 2L, 3L, 5L, 1L,
## 4L, 1L, 3L, 6L, 2L, 5L, 3L, 5L, 6L, 6L, 7L, 7L, 5L, 5L, 4L,
## 6L, 2L, 6L, 1L, 4L, 6L, 3L, 1L, 2L, 2L, 3L, 3L, 5L, 3L, 4L,
## 6L, 5L, 5L, 5L, 2L, 4L, 5L, 4L, 2L, 2L, 4L, 4L, 4L, 5L, 4L,
## 5L, 7L, 1L, 4L, 7L, 6L, NA, 6L, 4L, NA, NA, 5L, NA, NA, 4L,
## 6L, NA, 6L, 3L, 6L, 4L, NA, 4L, 1L, NA, NA, NA, 6L, 3L, 3L,
## 3L, 4L, 5L, 4L, 5L, NA, NA, 6L, 7L, 4L, 4L, 2L, NA, 6L, 3L,
## 5L, NA, NA, 5L, 5L, NA, 2L, 3L, 4L, 5L, NA, NA), MLQ_2 = c(2L,
## 5L, 7L, 6L, 7L, 1L, 4L, 6L, 2L, 6L, 6L, 4L, 4L, 4L, 6L, 4L,
## 7L, 6L, 6L, 4L, 6L, 7L, 4L, 6L, 4L, 4L, 1L, 4L, 6L, 5L, 3L,
## 4L, 1L, 5L, 6L, 5L, 6L, 6L, 4L, 4L, 6L, 5L, 5L, 6L, 5L, 1L,
## 4L, 6L, 5L, 4L, 5L, 4L, 1L, 7L, 6L, 4L, 4L, 3L, 4L, 6L, 7L,
## 4L, 3L, 5L, 7L, 4L, 4L, 7L, 7L, 3L, 3L, 1L, 6L, 5L, 7L, 4L,
## 4L, 7L, 4L, 4L, 7L, 3L, 7L, 7L, 6L, 1L, 7L, 4L, 6L, 3L, 6L,
## 4L, 4L, 5L, 7L, 7L, 5L, 4L, 7L, 4L, 4L, 4L, 1L, 2L, 6L, 5L,
## 1L, 5L, 6L, 5L, 6L, 6L, 6L, 7L, 5L, 1L, 7L, 7L, 5L, 7L, 5L,
## 5L, 5L, 7L, 4L, 6L, 7L, 4L, 7L, 5L, 7L, 6L, 6L, 5L, 2L, 7L,
## 5L, 7L, 6L, 7L, 7L, 5L, 4L, 5L, NA, 1L, 7L, 7L, 7L, NA, NA,
## NA, 7L, 6L, 6L, NA, NA, 6L, 6L, 7L, 2L, 4L, 5L, 6L, 6L, 5L,
## 7L, 6L, 4L, 6L, NA, 6L, NA, 7L, 7L, 7L, 7L, 6L, 1L, 4L, 7L,
## 6L, 7L, 4L, 7L, 3L, 1L, 4L, 7L, 7L, 6L, 7L, 4L, 5L, 3L, 4L,
## 6L, 4L, 1L, 6L, 7L, 5L, 7L, 6L, 7L, NA, NA, NA, NA, 7L, 5L,
## 6L, NA, 6L, 4L, 7L, 5L, 4L, 5L, 7L, 6L, NA, 3L, 4L, 5L, 6L,
## 5L, 5L, 4L, 5L, 1L, 3L, 5L, 1L, 4L, 2L, 5L, NA, NA, NA, 4L,
## 7L, 5L, NA, 1L, 5L, 6L, 7L, NA, NA, NA, NA, NA, 3L, 7L, NA,
## NA, NA, NA, 5L, NA, 6L, NA, 7L, NA, NA, 3L, NA, 7L, 5L, 5L,
## 7L, 4L, 6L, NA, 2L, 5L, 7L, NA, NA, 7L, 4L, NA, NA, 4L, 1L,
## 7L, 6L, 7L, NA, 5L, 6L, 5L, NA, 7L, 6L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 1L, NA, NA, 7L, 4L, NA, NA, 6L, NA, NA, NA,
## NA, 6L, 5L, NA, 6L, NA, NA, 5L, NA, 4L, 5L, NA, 4L, NA, NA,
## NA, 5L, 1L, NA, NA, 4L, NA, 5L, NA, 4L, NA, NA, 5L, NA, 3L,
## 4L, NA, 6L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 6L, 5L, 4L,
## NA, 4L, 1L, 3L, NA, 4L, NA, 6L, 3L, NA, 6L, NA, NA, NA, 7L,
## NA, 6L, 4L, NA, 4L, 7L, NA, NA, 5L, 4L, 6L, 6L, 6L, 7L, 6L,
## 7L, NA, NA, NA, NA, 5L, NA, NA, 1L, 5L, NA, NA, 4L, 2L, 1L,
## 7L, NA, NA, NA, 2L, NA, 7L, NA, NA, 4L, NA, 5L, NA, NA, 7L,
## 6L, 6L, 6L, 5L, NA, 6L, NA, 5L, 7L, 2L, NA, 5L, 7L, 4L, 6L,
## NA, NA, NA, NA, 7L, 7L, NA, NA, NA, 7L, 7L, NA, 4L, NA, 6L,
## 7L, NA, 3L, NA, 3L, 7L, NA, 7L, 6L, NA, NA, 5L, NA, 6L, 2L,
## NA, NA, 1L, 7L, 5L, NA, 6L, 2L, 7L, NA, 7L, NA, NA, NA, 5L,
## NA, NA, 6L, NA, 4L, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 7L, 7L,
## NA, NA, NA, 5L, 4L, NA, NA, 7L, 7L, 3L, 7L, 1L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 6L, 7L, 6L,
## 6L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 7L, NA, 7L, 7L, 5L, 6L, 7L, 6L, 6L,
## NA, NA, NA, NA, NA, 5L, 6L, 4L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 7L, NA, NA, NA, NA, 4L, NA, NA, 4L, NA, 5L, NA, NA,
## NA, NA, NA, 7L, NA, 6L, 5L, NA, NA, 4L, 6L, NA, NA, 7L, 6L,
## 2L, NA, NA, 5L, NA, 5L, NA, 6L, 6L, 4L, 6L, 7L, 1L, 5L, 7L,
## 6L, 7L, 5L, 4L, 5L, 7L, 3L, 6L, 6L, 7L, 6L, 4L, 7L, 6L, 7L,
## 7L, 5L, 7L, 7L, 6L, 5L, 4L, 4L, 6L, 5L, 6L, 6L, 7L, 6L, 4L,
## 2L, 6L, 7L, 7L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA,
## NA, 6L, 7L, NA, NA, 6L, NA, 7L, NA, 7L, NA, NA, NA, NA, NA,
## 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 7L,
## NA, NA, 4L, 7L, 4L, 6L, 7L, 6L, 4L, 6L, 7L, 5L, 5L, 5L, 5L,
## 6L, 4L, 5L, 3L, 7L, 7L, 7L, 7L, 6L, 7L, 6L, 5L, 4L, 7L, 3L,
## 7L, 7L, 6L, 6L, 6L, 6L, 7L, 6L, 7L, 6L, 7L, 4L, 6L, 4L, 6L,
## 6L, 7L, 1L, 6L, 6L, 6L, 5L, 6L, NA, 6L, 7L, 6L, 6L, 7L, 6L,
## 3L, 1L, 7L, 4L, 6L, 6L, 2L, 6L, 6L, 7L, NA, 6L, 4L, 4L, 6L,
## 3L, 7L, 5L, NA, 7L, 7L, 7L, 6L, 1L, 5L, 4L, 6L, 6L, 6L, 6L,
## 6L, 4L, 4L, 7L, 4L, 5L, 7L, 4L, 6L, 7L, 6L, 4L, 6L, 6L, 6L,
## 3L, 6L, 6L, 2L, 4L, 4L, 5L, 7L, 6L, 6L, 6L, 6L, 4L, 1L, 5L,
## 7L, 7L, 7L, 7L, 7L, 6L, 5L, 6L, 4L, 5L, 7L, 7L, 4L, 4L, 6L,
## 6L, 7L, 7L, 7L, 6L, 6L, 2L, 6L, 5L, 6L, 5L, 7L, 6L, 4L, 6L,
## 6L, 7L, 5L, 7L, 7L, 2L, 2L, 6L, 7L, 6L, 6L, 4L, 6L, 5L, 7L,
## 6L, 6L, 6L, 5L, 6L, 6L, 7L, 6L, NA, NA, NA, NA, 3L, 5L, 6L,
## 6L, 5L, 6L, 6L, 5L, 7L, 5L, 3L, 5L, 6L, 4L, 7L, 6L, 5L, 6L,
## 6L, 6L, 5L, 7L, 7L, NA, NA, 3L, 6L, 5L, 2L, 6L, 1L, 7L, 5L,
## 6L, 7L, 4L, 5L, 5L, 6L, 4L, 6L, 4L, 5L, NA, 6L, 7L, 6L, 6L,
## 1L, 6L, 5L, 6L, 5L, 6L, 7L, 5L, 1L, 6L, 7L, 4L, 5L, 5L, 1L,
## 4L, 7L, 6L, 6L, 6L, 6L, 2L, 5L, 2L, 6L, 4L, 7L, 6L, 6L, 6L,
## 7L, 7L, 7L, 3L, 6L, 7L, 7L, 4L, 6L, 7L, 6L, 5L, 4L, 7L, 6L,
## 7L, 7L, 2L, 6L, 7L, 6L, 7L, 3L, 6L, 7L, 6L, 5L, 4L, 5L, 6L,
## 7L, 7L, 5L, 2L, 7L, 7L, 6L, 4L, 4L, NA, 5L, 6L, NA, NA, 5L,
## NA, 2L, NA, 4L, 4L, 5L, 8L, 5L, 8L, 6L, 8L, 8L, 8L, 5L, 8L,
## 7L, 6L, 5L, 4L, 7L, 5L, 8L, 8L, 7L, 5L, 6L, 7L, 8L, 6L, 7L,
## 5L, 4L, 6L, 8L, 7L, 5L, 8L, 7L, 6L, 5L, 7L, 7L, 6L, 6L, 6L,
## 6L, 7L, 7L, 7L, 4L, 6L, 6L, 6L, 6L, 4L, 6L, 6L, 6L, 7L, 1L,
## 5L, 6L, 7L, 6L, 7L, 6L, 6L, 6L, 3L, 1L, 4L, 6L, 7L, 2L, 6L,
## 6L, 6L, 6L, 6L, 3L, 4L, 7L, 4L, 7L, 5L, 6L, 7L, 4L, 6L, 7L,
## 7L, 6L, 5L, 6L, 7L, 7L, 6L, 4L, 6L, 6L, 4L, 4L, 5L, 7L, 2L,
## 3L, 5L, 6L, 3L, 3L, 4L, 6L, 6L, 5L, 5L, 5L, 6L, 5L, 7L, 7L,
## 6L, 4L, 4L, 6L, 4L, 3L, 5L, 7L, 5L, 7L, 3L, 7L, 5L, 3L, 7L,
## 4L, 6L, 5L, 7L, 6L, 7L, 7L, 2L, 5L, 5L, 5L, 7L, 6L, 3L, 3L,
## 5L, 7L, 3L, 1L, 6L, 5L, 6L, 3L, 5L, 2L, 7L, 7L, 5L, 6L, 7L,
## 7L, 5L, 7L, 5L, 7L, 7L, 6L, 7L, 7L, 4L, 4L, 6L, 2L, 6L, 6L,
## 3L, 6L, 6L, 6L, 6L, 7L, 6L, 5L, 5L, 4L, 3L, 6L, 6L, 3L, 2L,
## 4L, 1L, 6L, 2L, 1L, 6L, NA, 7L, 6L, NA, NA, 5L, NA, NA, 5L,
## 6L, NA, 1L, 5L, 2L, 6L, NA, 5L, 6L, NA, NA, NA, 7L, 2L, 7L,
## 5L, 6L, 7L, 7L, 6L, NA, NA, 7L, 7L, 5L, 7L, 5L, NA, 6L, 5L,
## 7L, NA, NA, 2L, 7L, NA, 5L, 4L, 5L, 4L, NA, NA), MLQ_3 = c(1L,
## 6L, 7L, 6L, 7L, 1L, 4L, 5L, 6L, 6L, 5L, 5L, 4L, 5L, 6L, 2L,
## 7L, 3L, 6L, 4L, 1L, 7L, 3L, 6L, 2L, 5L, 4L, 4L, 5L, 5L, 4L,
## 4L, 1L, 7L, 6L, 5L, 5L, 1L, 2L, 4L, 6L, 5L, 6L, 4L, 5L, 1L,
## 4L, 4L, 5L, 4L, 5L, 5L, 1L, 4L, 4L, 4L, 5L, 2L, 4L, 6L, 7L,
## 4L, 3L, 6L, 7L, 4L, 4L, 1L, 7L, 3L, 3L, 1L, 6L, 2L, 4L, 4L,
## 5L, 6L, 4L, 4L, 5L, 6L, 7L, 1L, 2L, 2L, 6L, 4L, 5L, 4L, 7L,
## 4L, 5L, 5L, 6L, 7L, 5L, 4L, 7L, 4L, 4L, 7L, 4L, 1L, 6L, 6L,
## 6L, 5L, 6L, 5L, 6L, 4L, 5L, 7L, 5L, 1L, 6L, 7L, 5L, 5L, 7L,
## 5L, 4L, 3L, 2L, 6L, 1L, 4L, 7L, 5L, 5L, 7L, 5L, 3L, 2L, 7L,
## 2L, 1L, 5L, 7L, 5L, 6L, 4L, 4L, NA, 5L, 7L, 6L, 6L, NA, NA,
## NA, 7L, 4L, 6L, NA, NA, 5L, 5L, 6L, 2L, 2L, 4L, 6L, 4L, 5L,
## 3L, 5L, 2L, 6L, NA, 7L, NA, 7L, 6L, 6L, 6L, 5L, 3L, 4L, 7L,
## 5L, 6L, 3L, 7L, 3L, 6L, 5L, 7L, 7L, 6L, 7L, 5L, 2L, 6L, 4L,
## 6L, 4L, 1L, 7L, 7L, 7L, 7L, 6L, 7L, NA, NA, NA, NA, 7L, 3L,
## 6L, NA, 7L, 4L, 7L, 7L, 3L, 4L, 5L, 6L, NA, 5L, 5L, 7L, 7L,
## 5L, 5L, 5L, 6L, 4L, 6L, 5L, 2L, 7L, 7L, 6L, NA, NA, NA, 4L,
## 7L, 3L, NA, 1L, 5L, 5L, 4L, NA, NA, NA, NA, NA, 3L, 4L, NA,
## NA, NA, NA, 6L, NA, 4L, NA, 5L, NA, NA, 4L, NA, 6L, 6L, 6L,
## 5L, 4L, 1L, NA, 7L, 5L, 7L, NA, NA, 7L, 5L, NA, NA, 4L, 3L,
## 7L, 7L, 7L, NA, 5L, 6L, 6L, NA, 7L, 5L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 1L, NA, NA, 7L, 4L, NA, NA, 5L, NA, NA, NA,
## NA, 4L, 4L, NA, 5L, NA, NA, 5L, NA, 6L, 5L, NA, 5L, NA, NA,
## NA, 4L, 1L, NA, NA, 5L, NA, 5L, NA, 1L, NA, NA, 5L, NA, 2L,
## 4L, NA, 7L, NA, NA, NA, 7L, NA, NA, NA, NA, NA, 4L, 4L, 5L,
## NA, 3L, 2L, 5L, NA, 5L, NA, 5L, 3L, NA, 6L, NA, NA, NA, 5L,
## NA, 4L, 5L, NA, 5L, 1L, NA, NA, 4L, 5L, 5L, 7L, 5L, 5L, 6L,
## 4L, NA, NA, NA, NA, 5L, NA, NA, 1L, 3L, NA, NA, 1L, 2L, 1L,
## 7L, NA, NA, NA, 2L, NA, 6L, NA, NA, 6L, NA, 5L, NA, NA, 6L,
## 4L, 6L, 7L, 2L, NA, 6L, NA, 3L, 7L, 1L, NA, 5L, 7L, 2L, 6L,
## NA, NA, NA, NA, 7L, 2L, NA, NA, NA, 5L, 7L, NA, 7L, NA, 5L,
## 7L, NA, 6L, NA, 5L, 7L, NA, 6L, 6L, NA, NA, 6L, NA, 5L, 6L,
## NA, NA, 3L, 7L, 5L, NA, 7L, 2L, 7L, NA, 7L, NA, NA, NA, 5L,
## NA, NA, 5L, NA, 6L, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 7L, 5L,
## NA, NA, NA, 6L, 4L, NA, NA, 6L, 7L, 6L, 7L, 7L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 5L, 5L, 5L,
## 6L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 7L, NA, 7L, NA, 7L, 7L, 4L, 5L, 7L, 5L, 6L,
## NA, NA, NA, NA, NA, 5L, 6L, 6L, NA, NA, NA, NA, NA, NA, 2L,
## NA, NA, 7L, NA, NA, NA, NA, 4L, NA, NA, 6L, NA, 5L, NA, NA,
## NA, NA, NA, 7L, NA, 5L, 4L, NA, NA, 5L, 5L, NA, NA, 7L, 6L,
## 2L, NA, NA, 4L, NA, 5L, NA, 4L, 6L, 4L, 7L, 3L, 6L, 3L, 5L,
## 6L, 7L, 7L, 4L, 5L, 7L, 6L, 6L, 5L, 7L, 6L, 5L, 7L, 6L, 3L,
## 7L, 4L, 7L, 6L, 6L, 4L, 3L, 4L, 5L, 3L, 6L, 7L, 4L, 7L, 7L,
## 3L, 6L, 7L, 7L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA,
## NA, 7L, 6L, NA, NA, 6L, NA, 7L, NA, 7L, NA, NA, NA, NA, NA,
## 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 5L,
## NA, NA, 4L, 7L, 4L, 5L, 7L, 7L, 4L, 6L, 6L, 7L, 5L, 6L, 5L,
## 6L, 6L, 7L, 6L, 7L, 7L, 7L, 6L, 5L, 7L, 7L, 6L, 4L, 6L, 6L,
## 6L, 6L, 6L, 6L, 6L, 6L, 7L, 5L, 4L, 5L, 7L, 5L, 6L, 5L, 5L,
## 4L, 6L, 1L, 6L, 6L, 1L, 5L, 6L, NA, 7L, 7L, 7L, 5L, 7L, 6L,
## 4L, 7L, 4L, 5L, 6L, 6L, 2L, 5L, 6L, 6L, NA, 6L, 4L, 4L, 6L,
## 7L, 6L, 5L, NA, 7L, 6L, 7L, 4L, 1L, 6L, 6L, 5L, 7L, 5L, 6L,
## 6L, 4L, 6L, 7L, 5L, 5L, 6L, 4L, 5L, 5L, 6L, 4L, 6L, 6L, 6L,
## 4L, 6L, 6L, 2L, 4L, 7L, 4L, 7L, 6L, 6L, 6L, 7L, 4L, 3L, 5L,
## 7L, 5L, 7L, 4L, 7L, 6L, 6L, 6L, 5L, 5L, 7L, 7L, 5L, 2L, 5L,
## 6L, 7L, 7L, 7L, 6L, 6L, 6L, 1L, 4L, 7L, 5L, 7L, 6L, 5L, 7L,
## 6L, 7L, 6L, 6L, 7L, 4L, 4L, 6L, 5L, 6L, 7L, 6L, 7L, 5L, 7L,
## 7L, 5L, 6L, 6L, 6L, 6L, 7L, 5L, NA, NA, NA, NA, 5L, 4L, 6L,
## 5L, 6L, 4L, 6L, 5L, 7L, 5L, 3L, 5L, 6L, 4L, 7L, 6L, 4L, 6L,
## 5L, 5L, 5L, 6L, 7L, NA, NA, 3L, 4L, 5L, 2L, 5L, 2L, 7L, 6L,
## 5L, 7L, 7L, 7L, 6L, 6L, 6L, 4L, 4L, 5L, NA, 5L, 7L, 3L, 5L,
## 1L, 6L, 6L, 7L, 5L, 7L, 7L, 5L, 6L, 6L, 7L, 3L, 5L, 6L, 3L,
## 6L, 7L, 3L, 5L, 4L, 6L, 6L, 4L, 2L, 6L, 4L, 6L, 6L, 5L, 6L,
## 6L, 5L, 5L, 3L, 4L, 6L, 5L, 5L, 6L, 6L, 5L, 6L, 5L, 7L, 6L,
## 7L, 1L, 2L, 6L, 7L, 3L, 5L, 3L, 5L, 7L, 6L, 5L, 4L, 6L, 6L,
## 6L, 7L, 3L, 1L, 7L, 4L, 5L, 2L, 6L, NA, 5L, 6L, NA, NA, 6L,
## NA, 2L, NA, 2L, 5L, 6L, 8L, 6L, 7L, 8L, 8L, 6L, 8L, 5L, 8L,
## 8L, 7L, 6L, 7L, 5L, 5L, 8L, 7L, 7L, 3L, 5L, 7L, 8L, 7L, 5L,
## 7L, 8L, 7L, 8L, 7L, 7L, 8L, 7L, 5L, 4L, 6L, 6L, 6L, 6L, 6L,
## 6L, 7L, 4L, 7L, 5L, 5L, 5L, 6L, 5L, 5L, 6L, 6L, 1L, 6L, 1L,
## 5L, 6L, 7L, 5L, 7L, 7L, 6L, 7L, 4L, 7L, 5L, 6L, 4L, 2L, 6L,
## 5L, 4L, 6L, 6L, 7L, 4L, 6L, 4L, 6L, 5L, 6L, 5L, 4L, 6L, 5L,
## 7L, 6L, 4L, 3L, 5L, 7L, 6L, 4L, 6L, 5L, 6L, 5L, 5L, 6L, 2L,
## 3L, 4L, 7L, 5L, 2L, 4L, 7L, 6L, 4L, 2L, 5L, 5L, 5L, 6L, 4L,
## 5L, 5L, 7L, 5L, 7L, 6L, 5L, 5L, 2L, 6L, 6L, 4L, 3L, 6L, 7L,
## 2L, 5L, 4L, 6L, 6L, 5L, 7L, 2L, 6L, 5L, 5L, 6L, 4L, 3L, 3L,
## 5L, 7L, 3L, 2L, 3L, 5L, 5L, 4L, 5L, 4L, 5L, 6L, 6L, 6L, 6L,
## 7L, 4L, 7L, 4L, 5L, 7L, 5L, 6L, 5L, 5L, 5L, 5L, 2L, 5L, 6L,
## 3L, 6L, 6L, 6L, 5L, 7L, 7L, 6L, 5L, 4L, 4L, 4L, 5L, 5L, 2L,
## 7L, 1L, 6L, 2L, 1L, 6L, NA, 5L, 5L, NA, NA, 5L, NA, NA, 5L,
## 6L, NA, 5L, 4L, 6L, 5L, NA, 5L, 5L, NA, NA, NA, 7L, 1L, 6L,
## 4L, 5L, 6L, 6L, 5L, NA, NA, 6L, 7L, 4L, 7L, 5L, NA, 6L, 5L,
## 7L, NA, NA, 4L, 7L, NA, 5L, 7L, 5L, 4L, NA, NA), MLQ_4 = c(6L,
## 4L, 7L, 5L, 7L, 1L, 4L, 6L, 7L, 6L, 6L, 6L, 5L, 4L, 6L, 1L,
## 4L, 1L, 4L, 4L, 4L, 4L, 4L, 3L, 7L, 3L, 5L, 4L, 4L, 5L, 6L,
## 4L, 7L, 3L, 6L, 5L, 3L, 7L, 4L, 4L, 5L, 7L, 5L, 3L, 4L, 2L,
## 5L, 2L, 5L, 4L, 5L, 4L, 1L, 5L, 5L, 6L, 5L, 4L, 4L, 6L, 4L,
## 4L, 4L, 4L, 7L, 6L, 4L, 1L, 4L, 2L, 3L, 1L, 5L, 5L, 5L, 4L,
## 6L, 3L, 4L, 4L, 6L, 2L, 7L, 6L, 4L, 7L, 4L, 4L, 5L, 4L, 7L,
## 4L, 5L, 6L, 6L, 7L, 4L, 4L, 7L, 4L, 4L, 4L, 7L, 7L, 6L, 5L,
## 7L, 5L, 1L, 6L, 6L, 4L, 4L, 3L, 6L, 1L, 4L, 5L, 1L, 7L, 6L,
## 4L, 7L, 7L, 2L, 7L, 1L, 4L, 5L, 5L, 4L, 3L, 4L, 4L, 3L, 5L,
## 7L, 3L, 2L, 6L, 5L, 7L, 4L, 5L, NA, 4L, 7L, 4L, 5L, NA, NA,
## NA, 6L, 6L, 2L, NA, NA, 5L, 7L, 4L, 6L, 6L, 5L, 1L, 2L, 3L,
## 3L, 6L, 7L, 6L, NA, 5L, NA, 6L, 4L, 6L, 6L, 2L, 7L, 4L, 5L,
## 1L, 6L, 6L, 2L, 3L, 4L, 4L, 4L, 7L, 6L, 7L, 5L, 6L, 7L, 4L,
## 5L, 7L, 7L, 4L, 4L, 4L, 4L, 6L, 4L, NA, NA, NA, NA, 6L, 3L,
## 6L, NA, 6L, 6L, 4L, 6L, 5L, 4L, 6L, 6L, NA, 5L, 4L, 3L, 7L,
## 4L, 4L, 3L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 2L, NA, NA, NA, 4L,
## 5L, 6L, NA, 1L, 2L, 4L, 3L, NA, NA, NA, NA, NA, 4L, 6L, NA,
## NA, NA, NA, 5L, NA, 6L, NA, 3L, NA, NA, 6L, NA, 2L, 7L, 3L,
## 3L, 3L, 6L, NA, 7L, 5L, 6L, NA, NA, 1L, 3L, NA, NA, 5L, 6L,
## 2L, 6L, 7L, NA, 5L, 5L, 5L, NA, 2L, 6L, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 1L, NA, NA, 3L, 4L, NA, NA, 4L, NA, NA, NA,
## NA, 4L, 1L, NA, 2L, NA, NA, 4L, NA, 5L, 4L, NA, 4L, NA, NA,
## NA, 4L, 6L, NA, NA, 3L, NA, 3L, NA, 4L, NA, NA, 5L, NA, 6L,
## 5L, NA, 6L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 1L, 6L, 5L,
## NA, 5L, 7L, 6L, NA, 5L, NA, 5L, 6L, NA, 6L, NA, NA, NA, 5L,
## NA, 5L, 3L, NA, 5L, 7L, NA, NA, 5L, 3L, 5L, 3L, 5L, 6L, 5L,
## 1L, NA, NA, NA, NA, 6L, NA, NA, 1L, 4L, NA, NA, 4L, 2L, 7L,
## 3L, NA, NA, NA, 6L, NA, 3L, NA, NA, 4L, NA, 3L, NA, NA, 2L,
## 6L, 1L, 4L, 2L, NA, 1L, NA, 2L, 1L, 7L, NA, 3L, 1L, 5L, 2L,
## NA, NA, NA, NA, 6L, 6L, NA, NA, NA, 5L, 4L, NA, 2L, NA, 3L,
## 4L, NA, 6L, NA, 4L, 6L, NA, 3L, 6L, NA, NA, 5L, NA, 2L, 5L,
## NA, NA, 7L, 7L, 4L, NA, 6L, 6L, 3L, NA, 6L, NA, NA, NA, 4L,
## NA, NA, 3L, NA, 3L, 4L, NA, NA, NA, 6L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, NA, NA, 7L, 7L,
## NA, NA, NA, 5L, 1L, NA, NA, 7L, 7L, 7L, 7L, 7L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 7L, 2L, 5L,
## 6L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 5L, NA, 5L, NA, 7L, 7L, 5L, 4L, 4L, 5L, 6L,
## NA, NA, NA, NA, NA, 2L, 5L, 6L, NA, NA, NA, NA, NA, NA, 4L,
## NA, NA, 3L, NA, NA, NA, NA, 4L, NA, NA, 5L, NA, 4L, NA, NA,
## NA, NA, NA, 6L, NA, 6L, 4L, NA, NA, 4L, 4L, NA, NA, 7L, 6L,
## 6L, NA, NA, 4L, NA, 4L, NA, 5L, 6L, 4L, 4L, 7L, 6L, 2L, 4L,
## 3L, 3L, 5L, 6L, 5L, 7L, 4L, 6L, 5L, 7L, 5L, 4L, 7L, 7L, 4L,
## 5L, 4L, 1L, 6L, 5L, 7L, 6L, 4L, 2L, 4L, 5L, 4L, 4L, 7L, 7L,
## 5L, 5L, 5L, 6L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 6L, 3L, NA, NA, 6L, NA, 7L, NA, 7L, NA, NA, NA, NA, NA,
## 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, 5L,
## NA, NA, 4L, 5L, 4L, 5L, 6L, 7L, 4L, 6L, 4L, 5L, 5L, 5L, 5L,
## 6L, 4L, 5L, 6L, 7L, 7L, 6L, 6L, 6L, 7L, 7L, 7L, 7L, 5L, 7L,
## 7L, 5L, 4L, 4L, 1L, 6L, 4L, 4L, 4L, 6L, 5L, 7L, 6L, 5L, 5L,
## 4L, 2L, 1L, 6L, 6L, 7L, 4L, 7L, NA, 6L, 4L, 6L, 4L, 7L, 5L,
## 3L, 7L, 6L, 6L, 4L, 5L, 7L, 4L, 5L, 4L, NA, 7L, 6L, 5L, 6L,
## 7L, 6L, 4L, NA, 7L, 5L, 7L, 5L, 1L, 7L, 6L, 6L, 4L, 5L, 6L,
## 6L, 6L, 6L, 7L, 6L, 5L, 6L, 4L, 5L, 6L, 6L, 4L, 6L, 3L, 6L,
## 5L, 5L, 4L, 6L, 7L, 7L, 6L, 7L, 6L, 5L, 6L, 4L, 7L, 5L, 5L,
## 7L, 5L, 7L, 7L, 7L, 5L, 6L, 6L, 7L, 5L, 7L, 4L, 5L, 6L, 6L,
## 7L, 7L, 7L, 7L, 6L, 6L, 6L, 7L, 6L, 7L, 4L, 4L, 5L, 5L, 7L,
## 1L, 7L, 4L, 7L, 6L, 4L, 3L, 6L, 5L, 6L, 6L, 5L, 5L, 4L, 6L,
## 6L, 4L, 6L, 5L, 6L, 5L, 7L, 6L, NA, NA, NA, NA, 5L, 4L, 7L,
## 7L, 5L, 5L, 6L, 4L, 7L, 6L, 3L, 5L, 5L, 4L, 4L, 6L, 5L, 6L,
## 4L, 7L, 4L, 5L, 4L, NA, NA, 3L, 6L, 5L, 6L, 7L, 6L, 7L, 5L,
## 4L, 7L, 6L, 4L, 6L, 6L, 5L, 6L, 4L, 5L, NA, 6L, 7L, 3L, 6L,
## 1L, 4L, 6L, 5L, 5L, 7L, 4L, 4L, 7L, 5L, 5L, 4L, 4L, 6L, 5L,
## 7L, 6L, 1L, 5L, 5L, 6L, 7L, 4L, 5L, 6L, 4L, 7L, 5L, 7L, 3L,
## 7L, 6L, 4L, 3L, 4L, 5L, 5L, 2L, 6L, 6L, 4L, 5L, 6L, 5L, 6L,
## 5L, 7L, 7L, 5L, 6L, 7L, 5L, 5L, 6L, 5L, 6L, 2L, 4L, 5L, 2L,
## 6L, 1L, 4L, 7L, 1L, 5L, 6L, 7L, 5L, NA, 4L, 6L, NA, NA, 6L,
## NA, 7L, NA, 4L, 6L, 8L, 7L, 5L, 6L, 8L, 5L, 7L, 7L, 5L, 8L,
## 8L, 7L, 5L, 8L, 6L, 5L, 8L, 7L, 7L, 8L, 6L, 6L, 6L, 6L, 6L,
## 7L, 5L, 7L, 6L, 5L, 6L, 5L, 6L, 8L, 5L, 7L, 5L, 4L, 1L, 4L,
## 6L, 4L, 4L, 5L, 7L, 4L, 6L, 6L, 5L, 5L, 6L, 6L, 7L, 2L, 1L,
## 4L, 7L, 4L, 4L, 7L, 6L, 5L, 6L, 3L, 7L, 6L, 5L, 6L, 7L, 4L,
## 4L, 4L, 5L, 7L, 7L, 5L, 4L, 6L, 6L, 4L, 6L, 1L, 7L, 5L, 4L,
## 6L, 3L, 5L, 3L, 3L, 6L, 5L, 4L, 6L, 2L, 2L, 6L, 3L, 6L, 6L,
## 2L, 4L, 6L, 5L, 6L, 3L, 6L, 6L, 5L, 5L, 3L, 2L, 5L, 4L, 5L,
## 7L, 5L, 6L, 2L, 7L, 6L, 5L, 5L, 2L, 5L, 6L, 5L, 4L, 5L, 4L,
## 7L, 4L, 4L, 6L, 7L, 5L, 6L, 3L, 4L, 4L, 3L, 3L, 4L, 3L, 6L,
## 4L, 1L, 2L, 7L, 6L, 3L, 6L, 4L, 5L, 4L, 6L, 7L, 5L, 5L, 4L,
## 6L, 4L, 5L, 1L, 4L, 7L, 4L, 1L, 4L, 5L, 2L, 3L, 5L, 3L, 5L,
## 4L, 6L, 5L, 6L, 3L, 2L, 5L, 6L, 2L, 3L, 3L, 6L, 4L, 5L, 6L,
## 5L, 7L, 6L, 6L, 7L, 6L, NA, 5L, 4L, NA, NA, 2L, NA, NA, 4L,
## 5L, NA, 6L, 3L, 6L, 4L, NA, 4L, 5L, NA, NA, NA, 7L, 3L, 5L,
## 3L, 5L, 5L, 5L, 4L, NA, NA, 7L, 7L, 5L, 6L, 4L, NA, 6L, 4L,
## 3L, NA, NA, 6L, 6L, NA, 4L, 5L, 4L, 4L, NA, NA), MLQ_5 = c(7L,
## 7L, 6L, 5L, 7L, 1L, 4L, 6L, 6L, 6L, 6L, 6L, 4L, 4L, 6L, 2L,
## 4L, 4L, 6L, 6L, 4L, 7L, 4L, 3L, 6L, 5L, 5L, 4L, 4L, 5L, 3L,
## 6L, 7L, 7L, 7L, 7L, 4L, 7L, 6L, 4L, 6L, 7L, 5L, 4L, 5L, 2L,
## 5L, 5L, 5L, 5L, 5L, 4L, 2L, 5L, 5L, 5L, 5L, 3L, 4L, 6L, 6L,
## 6L, 4L, 4L, 7L, 4L, 4L, 1L, 4L, 3L, 3L, 4L, 6L, 5L, 5L, 4L,
## 6L, 5L, 4L, 4L, 6L, 2L, 7L, 7L, 6L, 6L, 5L, 4L, 5L, 5L, 7L,
## 5L, 4L, 5L, 5L, 7L, 5L, 4L, 7L, 4L, 6L, 4L, 1L, 7L, 6L, 6L,
## 7L, 4L, 1L, 5L, 6L, 4L, 4L, 4L, 4L, 1L, 7L, 7L, 2L, 7L, 6L,
## 5L, 6L, 6L, 3L, 6L, 1L, 4L, 6L, 4L, 4L, 5L, 4L, 5L, 6L, 5L,
## 6L, 5L, 5L, 7L, 6L, 7L, 6L, 6L, NA, 7L, 6L, 3L, 6L, NA, NA,
## NA, 7L, 5L, 3L, NA, NA, 4L, 6L, 6L, 6L, 6L, 5L, 4L, 6L, 4L,
## 5L, 6L, 7L, 6L, NA, 5L, NA, 6L, 5L, 1L, 6L, 4L, 6L, 4L, 4L,
## 4L, 6L, 7L, 2L, 2L, 7L, 6L, 6L, 6L, 5L, 7L, 5L, 6L, 6L, 4L,
## 6L, 7L, 6L, 7L, 5L, 4L, 4L, 6L, 4L, NA, NA, NA, NA, 6L, 6L,
## 4L, NA, 6L, 6L, 5L, 6L, 6L, 4L, 7L, 6L, NA, 4L, 4L, 3L, 7L,
## 4L, 6L, 4L, 7L, 7L, 4L, 5L, 7L, 7L, 6L, 5L, NA, NA, NA, 6L,
## 7L, 6L, NA, 6L, 4L, 6L, 5L, NA, NA, NA, NA, NA, 5L, 6L, NA,
## NA, NA, NA, 6L, NA, 6L, NA, 3L, NA, NA, 5L, NA, 5L, 6L, 4L,
## 3L, 7L, 5L, NA, 7L, 6L, 6L, NA, NA, 1L, 7L, NA, NA, 3L, 7L,
## 2L, 7L, 7L, NA, 5L, 5L, 5L, NA, 2L, 5L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 1L, NA, NA, 3L, 3L, NA, NA, 6L, NA, NA, NA,
## NA, 3L, 2L, NA, 2L, NA, NA, 3L, NA, 4L, 2L, NA, 5L, NA, NA,
## NA, 6L, 6L, NA, NA, 3L, NA, 7L, NA, 4L, NA, NA, 5L, NA, 5L,
## 5L, NA, 6L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 2L, 5L, 5L,
## NA, 5L, 7L, 6L, NA, 5L, NA, 5L, 6L, NA, 6L, NA, NA, NA, 6L,
## NA, 4L, 3L, NA, 5L, 7L, NA, NA, 5L, 3L, 6L, 5L, 5L, 6L, 6L,
## 2L, NA, NA, NA, NA, 6L, NA, NA, 4L, 3L, NA, NA, 6L, 2L, 7L,
## 5L, NA, NA, NA, 6L, NA, 3L, NA, NA, 4L, NA, 5L, NA, NA, 5L,
## 6L, 7L, 6L, 5L, NA, 2L, NA, 3L, 1L, 7L, NA, 4L, 3L, 7L, 5L,
## NA, NA, NA, NA, 7L, 7L, NA, NA, NA, 5L, 4L, NA, 4L, NA, 6L,
## 5L, NA, 6L, NA, 4L, 7L, NA, 6L, 6L, NA, NA, 5L, NA, 1L, 5L,
## NA, NA, 5L, 7L, 6L, NA, 7L, 5L, 4L, NA, 5L, NA, NA, NA, 5L,
## NA, NA, 3L, NA, 4L, 4L, NA, NA, NA, 6L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 7L, 7L,
## NA, NA, NA, 5L, 4L, NA, NA, 7L, 7L, 7L, 7L, 7L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 6L, 3L, 5L,
## 6L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 6L, NA, 5L, NA, 7L, 7L, 5L, 4L, 7L, 6L, 6L,
## NA, NA, NA, NA, NA, 3L, 5L, 7L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 5L, NA, NA, NA, NA, 5L, NA, NA, 4L, NA, 2L, NA, NA,
## NA, NA, NA, 6L, NA, 6L, 4L, NA, NA, 5L, 5L, NA, NA, 7L, 6L,
## 2L, NA, NA, 4L, NA, 6L, NA, 7L, 5L, 4L, 5L, 7L, 6L, 2L, 5L,
## 4L, 2L, 6L, 7L, 5L, 7L, 5L, 6L, 6L, 6L, 5L, 5L, 7L, 7L, 5L,
## 5L, 4L, 1L, 5L, 6L, 7L, 6L, 4L, 6L, 5L, 4L, 4L, 4L, 7L, 7L,
## 6L, 6L, 6L, 7L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA,
## NA, 6L, 7L, NA, NA, 6L, NA, 7L, NA, 7L, NA, NA, NA, NA, NA,
## 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 6L,
## NA, NA, 4L, 7L, 4L, 4L, 6L, 7L, 4L, 6L, 5L, 6L, 5L, 5L, 5L,
## 5L, 4L, 5L, 6L, 7L, 7L, 7L, 7L, 5L, 7L, 6L, 5L, 7L, 4L, 7L,
## 7L, 6L, 5L, 6L, 3L, 6L, 2L, 6L, 4L, 7L, 7L, 6L, 6L, 6L, 5L,
## 5L, 4L, 3L, 6L, 6L, 6L, 5L, 7L, NA, 6L, 4L, 6L, 4L, 7L, 6L,
## 6L, 7L, 6L, 5L, 4L, 6L, 7L, 5L, 6L, 1L, NA, 6L, 7L, 5L, 6L,
## 7L, 6L, 4L, NA, 7L, 6L, 7L, 4L, 7L, 7L, 6L, 6L, 4L, 5L, 6L,
## 6L, 6L, 6L, 6L, 6L, 5L, 4L, 4L, 4L, 7L, 5L, 4L, 7L, 4L, 6L,
## 4L, 6L, 4L, 6L, 7L, 7L, 6L, 6L, 6L, 1L, 6L, 4L, 6L, 7L, 5L,
## 4L, 5L, 7L, 7L, 7L, 5L, 6L, 6L, 7L, 5L, 7L, 4L, 5L, 7L, 6L,
## 6L, 7L, 7L, 7L, 6L, 6L, 6L, 7L, 6L, 7L, 5L, 6L, 6L, 5L, 6L,
## 7L, 7L, 3L, 6L, 7L, 7L, 4L, 6L, 5L, 6L, 6L, 5L, 7L, 4L, 5L,
## 7L, 4L, 6L, 5L, 6L, 6L, 7L, 5L, NA, NA, NA, NA, 4L, 4L, 6L,
## 5L, 4L, 5L, 7L, 5L, 7L, 6L, 3L, 5L, 6L, 4L, 6L, 7L, 4L, 6L,
## 6L, 6L, 5L, 5L, 5L, NA, NA, 3L, 6L, 5L, 6L, 7L, 6L, 7L, 5L,
## 5L, 7L, 6L, 5L, 6L, 6L, 5L, 6L, 4L, 5L, NA, 6L, 7L, 6L, 6L,
## 7L, 7L, 7L, 5L, 5L, 6L, 7L, 4L, 7L, 6L, 5L, 4L, 5L, 6L, 2L,
## 6L, 7L, 5L, 6L, 5L, 5L, 7L, 3L, 2L, 7L, 5L, 6L, 4L, 3L, 3L,
## 7L, 5L, 4L, 3L, 7L, 2L, 6L, 2L, 5L, 5L, 4L, 6L, 6L, 6L, 6L,
## 6L, 7L, 6L, 6L, 7L, 6L, 6L, 5L, 7L, 6L, 6L, 3L, 5L, 7L, 2L,
## 6L, 4L, 6L, 7L, 7L, 6L, 6L, 7L, 4L, NA, 5L, 6L, NA, NA, 6L,
## NA, 7L, NA, 3L, 7L, 7L, 7L, 6L, 8L, 4L, 5L, 4L, 3L, 5L, 2L,
## 5L, 3L, 3L, 2L, 5L, 7L, 4L, 6L, 2L, 1L, 6L, 4L, 7L, 5L, 6L,
## 1L, 7L, 6L, 8L, 3L, 6L, 5L, 3L, 3L, 2L, 7L, 6L, 6L, 3L, 5L,
## 6L, 2L, 4L, 7L, 6L, 6L, 7L, 6L, 5L, 6L, 6L, 6L, 6L, 4L, 3L,
## 5L, 7L, 4L, 4L, 7L, 6L, 6L, 6L, 6L, 7L, 5L, 6L, 6L, 7L, 4L,
## 5L, 5L, 6L, 6L, 7L, 5L, 1L, 7L, 6L, 4L, 6L, 1L, 7L, 6L, 6L,
## 5L, 5L, 5L, 3L, 4L, 6L, 5L, 4L, 6L, 2L, 2L, 5L, 5L, 6L, 6L,
## 3L, 5L, 7L, 4L, 5L, 2L, 6L, 6L, 4L, 6L, 4L, 3L, 5L, 4L, 4L,
## 7L, 5L, 7L, 4L, 4L, 7L, 4L, 6L, 2L, 5L, 6L, 5L, 5L, 6L, 5L,
## 7L, 4L, 4L, 6L, 6L, 5L, 7L, 5L, 5L, 5L, 4L, 6L, 5L, 5L, 5L,
## 3L, 2L, 3L, 7L, 4L, 7L, 4L, 5L, 5L, 5L, 4L, 7L, 4L, 6L, 5L,
## 6L, 4L, 5L, 1L, 4L, 6L, 5L, 1L, 3L, 2L, 3L, 5L, 5L, 5L, 6L,
## 6L, 7L, 5L, 6L, 5L, 5L, 5L, 6L, 2L, 3L, 3L, 6L, 5L, 6L, 4L,
## 6L, 7L, 4L, 7L, 7L, 6L, NA, 5L, 5L, NA, NA, 2L, NA, NA, 4L,
## 7L, NA, 7L, 5L, 6L, 5L, NA, 4L, 5L, NA, NA, NA, 7L, 2L, 5L,
## 3L, 4L, 5L, 6L, 5L, NA, NA, 6L, 7L, 4L, 5L, 4L, NA, 6L, 3L,
## 6L, NA, NA, 5L, 6L, NA, 2L, 6L, 5L, 5L, NA, NA), MLQ_6 = c(3L,
## 3L, 3L, 4L, 7L, 1L, 4L, 7L, 5L, 6L, 6L, 4L, 4L, 4L, 4L, 2L,
## 4L, 1L, 5L, 4L, 4L, 7L, 4L, 3L, 7L, 3L, 5L, 4L, 4L, 5L, 4L,
## 5L, 6L, 3L, 7L, 7L, 2L, 7L, 4L, 4L, 5L, 6L, 5L, 3L, 4L, 2L,
## 5L, 4L, 4L, 4L, 5L, 4L, 1L, 5L, 7L, 4L, 6L, 6L, 4L, 6L, 4L,
## 4L, 3L, 4L, 7L, 4L, 4L, 1L, 5L, 4L, 3L, 1L, 4L, 2L, 5L, 4L,
## 5L, 4L, 4L, 4L, 6L, 3L, 7L, 7L, 4L, 6L, 4L, 4L, 6L, 3L, 7L,
## 4L, 5L, 5L, 4L, 7L, 4L, 4L, 7L, 4L, 5L, 4L, 2L, 7L, 6L, 5L,
## 4L, 4L, 1L, 5L, 6L, 5L, 4L, 4L, 7L, 1L, 5L, 4L, 2L, 7L, 6L,
## 4L, 6L, 7L, 1L, 7L, 1L, 5L, 4L, 3L, 4L, 5L, 4L, 5L, 3L, 4L,
## 6L, 1L, 2L, 7L, 4L, 7L, 3L, 6L, NA, 4L, 6L, 4L, 4L, NA, NA,
## NA, 7L, 4L, 1L, NA, NA, 1L, 4L, 5L, 6L, 1L, 5L, 1L, 2L, 3L,
## 3L, 6L, 6L, 4L, NA, 2L, NA, 6L, 4L, 1L, 6L, 2L, 4L, 4L, 3L,
## 4L, 7L, 7L, 1L, 2L, 6L, 4L, 4L, 6L, 4L, 6L, 5L, 6L, 6L, 4L,
## 4L, 7L, 7L, 7L, 4L, 5L, 4L, 5L, 3L, NA, NA, NA, NA, 5L, 5L,
## 5L, NA, 6L, 5L, 5L, 7L, 5L, 3L, 6L, 6L, NA, 7L, 4L, 3L, 5L,
## 5L, 5L, 6L, 7L, 7L, 6L, 5L, 6L, 5L, 6L, 3L, NA, NA, NA, 4L,
## 7L, 4L, NA, 4L, 3L, 5L, 3L, NA, NA, NA, NA, NA, 4L, 6L, NA,
## NA, NA, NA, 3L, NA, 6L, NA, 3L, NA, NA, 6L, NA, 3L, 6L, 3L,
## 3L, 7L, 6L, NA, 6L, 3L, 5L, NA, NA, 1L, 4L, NA, NA, 1L, 4L,
## 2L, 6L, 7L, NA, 5L, 5L, 7L, NA, 3L, 1L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 1L, NA, NA, 3L, 3L, NA, NA, 4L, NA, NA, NA,
## NA, 4L, 2L, NA, 4L, NA, NA, 4L, NA, 4L, 4L, NA, 4L, NA, NA,
## NA, 3L, 7L, NA, NA, 3L, NA, 4L, NA, 4L, NA, NA, 5L, NA, 7L,
## 4L, NA, 6L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 1L, 4L, 4L,
## NA, 5L, 4L, 6L, NA, 5L, NA, 5L, 6L, NA, 6L, NA, NA, NA, 5L,
## NA, 3L, 3L, NA, 5L, 7L, NA, NA, 4L, 3L, 4L, 3L, 4L, 5L, 4L,
## 3L, NA, NA, NA, NA, 6L, NA, NA, 7L, 5L, NA, NA, 6L, 3L, 7L,
## 3L, NA, NA, NA, 4L, NA, 3L, NA, NA, 5L, NA, 3L, NA, NA, 2L,
## 6L, 7L, 5L, 1L, NA, 4L, NA, 2L, 1L, 6L, NA, 2L, 2L, 2L, 1L,
## NA, NA, NA, NA, 7L, 7L, NA, NA, NA, 6L, 4L, NA, 6L, NA, 2L,
## 4L, NA, 7L, NA, 3L, 6L, NA, 2L, 4L, NA, NA, 5L, NA, 2L, 6L,
## NA, NA, 4L, 7L, 4L, NA, 7L, 6L, 1L, NA, 1L, NA, NA, NA, 6L,
## NA, NA, 5L, NA, 4L, 4L, NA, NA, NA, 6L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, 7L, 4L,
## NA, NA, NA, 5L, 5L, NA, NA, 4L, 7L, 7L, 7L, 7L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 6L, 2L, 4L,
## 5L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 5L, NA, 7L, 7L, 5L, 2L, 5L, 6L, 5L,
## NA, NA, NA, NA, NA, 1L, 6L, 4L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 4L, NA, NA, NA, NA, 2L, NA, NA, 4L, NA, 1L, NA, NA,
## NA, NA, NA, 6L, NA, 5L, 3L, NA, NA, 4L, 4L, NA, NA, 7L, 7L,
## 6L, NA, NA, 4L, NA, 4L, NA, 4L, 6L, 4L, 4L, 7L, 7L, 1L, 2L,
## 4L, 2L, 4L, 6L, 5L, 6L, 4L, 7L, 5L, 5L, 5L, 4L, 5L, 7L, 3L,
## 3L, 4L, 2L, 6L, 4L, 5L, 5L, 4L, 6L, 5L, 5L, 4L, 1L, 6L, 7L,
## 5L, 5L, 5L, 7L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 3L, 4L, NA, NA, 6L, NA, 7L, NA, 7L, NA, NA, NA, NA, NA,
## 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 3L,
## NA, NA, 4L, 5L, 4L, 4L, 7L, 7L, 4L, 6L, 4L, 5L, 5L, 5L, 5L,
## 5L, 4L, 5L, 6L, 7L, 7L, 6L, 6L, 5L, 7L, 7L, 5L, 4L, 4L, 7L,
## 7L, 7L, 4L, 4L, 4L, 6L, 4L, 4L, 4L, 6L, 7L, 7L, 6L, 4L, 6L,
## 5L, 5L, 1L, 6L, 6L, 6L, 4L, 7L, NA, 7L, 1L, 5L, 4L, 7L, 5L,
## 5L, 7L, 6L, 5L, 4L, 5L, 7L, 4L, 6L, 1L, NA, 6L, 7L, 5L, 6L,
## 7L, 6L, 4L, NA, 7L, 4L, 7L, 4L, 7L, 7L, 6L, 6L, 5L, 4L, 6L,
## 6L, 6L, 5L, 7L, 6L, 5L, 4L, 7L, 4L, 6L, 5L, 4L, 7L, 2L, 6L,
## 4L, 6L, 6L, 6L, 7L, 7L, 6L, 6L, 6L, 3L, 6L, 4L, 6L, 5L, 5L,
## 5L, 4L, 7L, 7L, 7L, 5L, 7L, 6L, 7L, 5L, 7L, 1L, 1L, 6L, 6L,
## 5L, 5L, 7L, 7L, 4L, 6L, 6L, 6L, 5L, 6L, 4L, 5L, 6L, 5L, 7L,
## 5L, 7L, 5L, 6L, 4L, 3L, 3L, 6L, 5L, 6L, 5L, 6L, 6L, 3L, 5L,
## 7L, 4L, 6L, 1L, 6L, 4L, 7L, 5L, NA, NA, NA, NA, 3L, 3L, 6L,
## 7L, 5L, 4L, 6L, 4L, 7L, 3L, 3L, 5L, 5L, 4L, 6L, 6L, 5L, 6L,
## 5L, 5L, 5L, 3L, 4L, NA, NA, 3L, 4L, 5L, 7L, 6L, 7L, 7L, 5L,
## 4L, 7L, 6L, 6L, 6L, 6L, 6L, 6L, 5L, 5L, NA, 6L, 7L, 6L, 4L,
## 7L, 7L, 5L, 4L, 5L, 6L, 4L, 4L, 7L, 5L, 4L, 3L, 4L, 3L, 2L,
## 4L, 6L, 1L, 5L, 6L, 6L, 7L, 6L, 2L, 6L, 7L, 7L, 5L, 3L, 4L,
## 7L, 7L, 4L, 3L, 4L, 1L, 6L, 2L, 4L, 3L, 4L, 5L, 5L, 3L, 5L,
## 6L, 7L, 6L, 5L, 7L, 5L, 7L, 6L, 4L, 2L, 5L, 3L, 4L, 5L, 7L,
## 5L, 4L, 5L, 7L, 7L, 4L, 6L, 7L, 3L, NA, 2L, 6L, NA, NA, 5L,
## NA, 7L, NA, 2L, 7L, 8L, 6L, 5L, 6L, 6L, 5L, 7L, 7L, 5L, 8L,
## 7L, 6L, 5L, 8L, 5L, 6L, 8L, 6L, 7L, 8L, 6L, 5L, 6L, 7L, 6L,
## 5L, 4L, 6L, 6L, 6L, 6L, 5L, 6L, 8L, 5L, 7L, 7L, 4L, 4L, 4L,
## 6L, 4L, 4L, 7L, 7L, 4L, 6L, 6L, 6L, 4L, 6L, 6L, 6L, 5L, 1L,
## 4L, 7L, 1L, 4L, 7L, 7L, 5L, 5L, 5L, 7L, 5L, 5L, 6L, 7L, 4L,
## 4L, 5L, 6L, 6L, 7L, 5L, 1L, 7L, 6L, 4L, 6L, 1L, 4L, 4L, 4L,
## 5L, 5L, 6L, 3L, 3L, 6L, 4L, 4L, 6L, 3L, 2L, 5L, 4L, 5L, 2L,
## 3L, 5L, 4L, 4L, 6L, 1L, 4L, 6L, 3L, 1L, 3L, 2L, 5L, 4L, 5L,
## 6L, 5L, 7L, 2L, 7L, 6L, 4L, 4L, 2L, 4L, 5L, 5L, 4L, 7L, 1L,
## 7L, 4L, 5L, 6L, 4L, 5L, 6L, 4L, 5L, 5L, 3L, 2L, 2L, 2L, 2L,
## 3L, 1L, 4L, 7L, 7L, 7L, 3L, 5L, 4L, 6L, 7L, 7L, 5L, 4L, 4L,
## 4L, 2L, 5L, 1L, 3L, 4L, 3L, 1L, 5L, 2L, 1L, 3L, 5L, 4L, 3L,
## 5L, 7L, 2L, 6L, 2L, 2L, 4L, 4L, 2L, 5L, 2L, 3L, 3L, 6L, 5L,
## 5L, 7L, 4L, 2L, 6L, 6L, NA, 4L, 2L, NA, NA, 5L, NA, NA, 4L,
## 5L, NA, 7L, 3L, 5L, 4L, NA, 5L, 3L, NA, NA, NA, 7L, 3L, 6L,
## 3L, 5L, 4L, 5L, 2L, NA, NA, 6L, 7L, 4L, 4L, 2L, NA, 6L, 2L,
## 7L, NA, NA, 3L, 7L, NA, 5L, 1L, 5L, 3L, NA, NA), MLQ_7 = c(3L,
## 5L, 7L, 6L, 7L, 1L, 4L, 6L, 2L, 6L, 5L, 5L, 5L, 5L, 6L, 5L,
## 7L, 6L, 6L, 4L, 7L, 7L, 5L, 6L, 6L, 4L, 1L, 4L, 5L, 5L, 3L,
## 4L, 1L, 5L, 6L, 4L, 7L, 6L, 2L, 4L, 5L, 6L, 7L, 6L, 4L, 1L,
## 4L, 6L, 6L, 5L, 5L, 5L, 1L, 5L, 5L, 5L, 6L, 2L, 4L, 6L, 7L,
## 6L, 3L, 6L, 7L, 6L, 4L, 1L, 5L, 3L, 3L, 1L, 6L, 5L, 4L, 4L,
## 4L, 4L, 4L, 2L, 4L, 4L, 7L, 1L, 5L, 7L, 6L, 4L, 6L, 4L, 6L,
## 5L, 1L, 4L, 4L, 7L, 5L, 4L, 7L, 4L, 4L, 6L, 2L, 1L, 6L, 5L,
## 4L, 5L, 6L, 5L, 6L, 6L, 6L, 6L, 5L, 1L, 7L, 7L, 4L, 6L, 5L,
## 4L, 4L, 3L, 3L, 7L, 7L, 2L, 5L, 5L, 4L, 5L, 5L, 3L, 5L, 5L,
## 5L, 5L, 6L, 7L, 6L, 2L, 3L, 5L, NA, 1L, 7L, 6L, 7L, NA, NA,
## NA, 7L, 6L, 7L, NA, NA, 6L, 6L, 7L, 2L, 6L, 7L, 7L, 5L, 6L,
## 7L, 5L, 4L, 6L, NA, 5L, NA, 7L, 7L, 5L, 6L, 6L, 5L, 4L, 7L,
## 7L, 6L, 5L, 7L, 3L, 1L, 6L, 4L, 7L, 6L, 7L, 5L, 5L, 3L, 4L,
## 6L, 4L, 5L, 6L, 7L, 4L, 7L, 6L, 7L, NA, NA, NA, NA, 7L, 3L,
## 7L, NA, 6L, 5L, 6L, 7L, 6L, 5L, 6L, 6L, NA, 5L, 5L, 3L, 6L,
## 5L, 4L, 5L, 3L, 1L, 7L, 5L, 1L, 1L, 6L, 5L, NA, NA, NA, 4L,
## 7L, 4L, NA, 1L, 4L, 6L, 6L, NA, NA, NA, NA, NA, 5L, 6L, NA,
## NA, NA, NA, 6L, NA, 6L, NA, 5L, NA, NA, 1L, NA, 6L, 6L, 6L,
## 5L, 7L, 5L, NA, 7L, 3L, 7L, NA, NA, 7L, 5L, NA, NA, 5L, 4L,
## 7L, 7L, 7L, NA, 5L, 3L, 6L, NA, 5L, 7L, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, 1L, NA, NA, 7L, 3L, NA, NA, 5L, NA, NA, NA,
## NA, 3L, 7L, NA, 4L, NA, NA, 5L, NA, 5L, 5L, NA, 5L, NA, NA,
## NA, 5L, 6L, NA, NA, 3L, NA, 3L, NA, 4L, NA, NA, 5L, NA, 3L,
## 2L, NA, 6L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 6L, 5L, 2L,
## NA, 5L, 3L, 4L, NA, 4L, NA, 5L, 3L, NA, 6L, NA, NA, NA, 4L,
## NA, 7L, 5L, NA, 5L, 7L, NA, NA, 5L, 4L, 4L, 6L, 6L, 5L, 6L,
## 6L, NA, NA, NA, NA, 6L, NA, NA, 1L, 5L, NA, NA, 3L, 2L, 1L,
## 7L, NA, NA, NA, 6L, NA, 7L, NA, NA, 6L, NA, 7L, NA, NA, 7L,
## 2L, 4L, 6L, 4L, NA, 6L, NA, 3L, 7L, 1L, NA, 3L, 7L, 4L, 4L,
## NA, NA, NA, NA, 7L, 6L, NA, NA, NA, 4L, 7L, NA, 6L, NA, 5L,
## 6L, NA, 6L, NA, 2L, 7L, NA, 7L, 6L, NA, NA, 4L, NA, 5L, 5L,
## NA, NA, 2L, 7L, 6L, NA, 7L, 2L, 4L, NA, 7L, NA, NA, NA, 5L,
## NA, NA, 7L, NA, 4L, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 7L, 4L,
## NA, NA, NA, 5L, 6L, NA, NA, 6L, 7L, 2L, 7L, 7L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 6L, 5L, 4L,
## 6L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 6L, NA, 6L, NA, 7L, 7L, 5L, 4L, 7L, 5L, 6L,
## NA, NA, NA, NA, NA, 6L, 6L, 6L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 7L, NA, NA, NA, NA, 5L, NA, NA, 7L, NA, 5L, NA, NA,
## NA, NA, NA, 7L, NA, 6L, 3L, NA, NA, 5L, 4L, NA, NA, 7L, 6L,
## 2L, NA, NA, 5L, NA, 4L, NA, 6L, 5L, 4L, 7L, 7L, 1L, 3L, 6L,
## 6L, 7L, 6L, 6L, 5L, 7L, 7L, 6L, 6L, 7L, 5L, 4L, 7L, 6L, 6L,
## 7L, 4L, 4L, 7L, 6L, 7L, 3L, 4L, 6L, 6L, 6L, 6L, 5L, 6L, 7L,
## 5L, 5L, 6L, 6L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA,
## NA, 6L, 6L, NA, NA, 6L, NA, 7L, NA, 7L, NA, NA, NA, NA, NA,
## 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 7L,
## NA, NA, 4L, 6L, 4L, 6L, 7L, 7L, 4L, 6L, 6L, 6L, 5L, 6L, 5L,
## 5L, 4L, 7L, 3L, 7L, 7L, 7L, 6L, 6L, 6L, 6L, 5L, 6L, 6L, 5L,
## 7L, 7L, 5L, 7L, 6L, 6L, 5L, 6L, 4L, 6L, 7L, 6L, 6L, 4L, 6L,
## 4L, 7L, 1L, 6L, 6L, 4L, 6L, 6L, NA, 6L, 4L, 6L, 6L, 7L, 6L,
## 3L, 1L, 4L, 5L, 6L, 6L, 4L, 5L, 7L, 5L, NA, 6L, 7L, 5L, 6L,
## 2L, 7L, 5L, NA, 7L, 7L, 7L, 6L, 1L, 4L, 7L, 5L, 5L, 4L, 6L,
## 6L, 4L, 4L, 6L, 6L, 5L, 6L, 4L, 4L, 3L, 6L, 4L, 6L, 7L, 6L,
## 4L, 6L, 5L, 6L, 5L, 5L, 5L, 7L, 6L, 4L, 6L, 7L, 5L, 3L, 5L,
## 6L, 5L, 7L, 4L, 7L, 6L, 6L, 6L, 5L, 5L, 7L, 7L, 4L, 3L, 6L,
## 6L, 7L, 7L, 7L, 5L, 6L, 6L, 6L, 7L, 5L, 6L, 6L, 5L, 5L, 7L,
## 6L, 7L, 5L, 5L, 7L, 3L, 4L, 6L, 5L, 6L, 6L, 6L, 5L, 4L, 5L,
## 6L, 5L, 5L, 5L, 6L, 7L, 7L, 6L, NA, NA, NA, NA, 5L, 4L, 7L,
## 6L, 6L, 4L, 6L, 5L, 7L, 6L, 3L, 5L, 6L, 4L, 5L, 6L, 5L, 6L,
## 5L, 5L, 5L, 6L, 4L, NA, NA, 3L, 6L, 5L, 2L, 5L, 2L, 7L, 7L,
## 5L, 7L, 6L, 7L, 7L, 6L, 4L, 6L, 5L, 5L, NA, 7L, 7L, 3L, 5L,
## 1L, 4L, 6L, 7L, 5L, 6L, 7L, 6L, 7L, 6L, 7L, 3L, 5L, 5L, 3L,
## 5L, 7L, 1L, 6L, 7L, 6L, 1L, 7L, 3L, 4L, 6L, 4L, 7L, 5L, 5L,
## 7L, 7L, 4L, 3L, 5L, 6L, 6L, 2L, 7L, 6L, 6L, 6L, 3L, 7L, 4L,
## 7L, 4L, 2L, 6L, 7L, 3L, 7L, 4L, 4L, 6L, 6L, 4L, 4L, 6L, 4L,
## 6L, 5L, 2L, 1L, 7L, 6L, 5L, 4L, 3L, NA, 5L, 2L, NA, NA, 5L,
## NA, 2L, NA, 3L, 6L, 6L, 5L, 6L, 8L, 2L, 5L, 7L, 4L, 5L, 8L,
## 5L, 5L, 5L, 6L, 6L, 5L, 8L, 6L, 5L, 1L, 3L, 5L, 8L, 6L, 8L,
## 5L, 6L, 1L, 8L, 5L, 7L, 8L, 4L, 5L, 5L, 7L, 7L, 7L, 6L, 5L,
## 6L, 5L, 4L, 7L, 6L, 6L, 6L, 6L, 6L, 4L, 6L, 6L, 4L, 7L, 1L,
## 6L, 6L, 4L, 6L, 7L, 6L, 6L, 6L, 3L, 1L, 5L, 6L, 4L, 4L, 6L,
## 5L, 4L, 7L, 6L, 2L, 5L, 5L, 7L, 7L, 5L, 6L, 7L, 4L, 7L, 3L,
## 7L, 5L, 5L, 4L, 5L, 6L, 5L, 4L, 6L, 6L, 5L, 5L, 4L, 5L, 2L,
## 3L, 5L, 6L, 5L, 3L, 4L, 5L, 6L, 4L, 3L, 5L, 5L, 1L, 7L, 5L,
## 6L, 6L, 4L, 6L, 5L, 3L, 3L, 6L, 5L, 6L, 3L, 5L, 2L, 6L, 7L,
## 2L, 3L, 5L, 6L, 6L, 7L, 3L, 2L, 6L, 5L, 6L, 6L, 5L, 4L, 3L,
## 6L, 6L, 4L, 1L, 4L, 3L, 5L, 5L, 5L, 3L, 7L, 2L, 6L, 7L, 4L,
## 7L, 5L, 5L, 2L, 7L, 4L, 3L, 6L, 5L, 5L, 4L, 5L, 2L, 5L, 6L,
## 3L, 7L, 7L, 6L, 6L, 6L, 6L, 6L, 5L, 3L, 3L, 6L, 5L, 4L, 2L,
## 4L, 7L, 6L, 2L, 1L, 6L, NA, 6L, 5L, NA, NA, 5L, NA, NA, 5L,
## 6L, NA, 1L, 5L, 6L, 6L, NA, 5L, 2L, NA, NA, NA, 7L, 2L, 4L,
## 5L, 4L, 7L, 7L, 4L, NA, NA, 7L, 7L, 3L, 7L, 6L, NA, 5L, 6L,
## 1L, NA, NA, 4L, 7L, NA, 5L, 4L, 6L, 3L, NA, NA), MLQ_8 = c(5L,
## 4L, 7L, 4L, 7L, 1L, 4L, 7L, 3L, 6L, 7L, 6L, 4L, 4L, 6L, 1L,
## 7L, 6L, 6L, 4L, 6L, 7L, 4L, 6L, 5L, 4L, 7L, 4L, 5L, 5L, 7L,
## 4L, 7L, 6L, 6L, 7L, 6L, 2L, 2L, 4L, 5L, 7L, 6L, 6L, 5L, 1L,
## 5L, 5L, 3L, 6L, 5L, 6L, 1L, 5L, 4L, 4L, 7L, 2L, 4L, 6L, 7L,
## 4L, 3L, 4L, 6L, 7L, 4L, 1L, 5L, 2L, 3L, 1L, 5L, 3L, 5L, 4L,
## 7L, 4L, 4L, 4L, 6L, 2L, 7L, 4L, 5L, 6L, 7L, 5L, 6L, 5L, 6L,
## 4L, 6L, 5L, 5L, 7L, 5L, 4L, 7L, 4L, 1L, 4L, 1L, 5L, 6L, 5L,
## 4L, 4L, 6L, 6L, 6L, 5L, 6L, 4L, 7L, 1L, 5L, 7L, 4L, 6L, 6L,
## 5L, 7L, 7L, 4L, 4L, 7L, 4L, 7L, 4L, 5L, 5L, 5L, 4L, 4L, 7L,
## 7L, 5L, 6L, 7L, 6L, 6L, 5L, 5L, NA, 1L, 7L, 7L, 7L, NA, NA,
## NA, 6L, 4L, 6L, NA, NA, 6L, 6L, 7L, 2L, 3L, 5L, 6L, 4L, 5L,
## 7L, 5L, 7L, 5L, NA, 7L, NA, 7L, 5L, 7L, 4L, 4L, 3L, 4L, 6L,
## 5L, 7L, 7L, 5L, 2L, 6L, 7L, 4L, 7L, 6L, 7L, 6L, 1L, 2L, 4L,
## 7L, 4L, 1L, 7L, 6L, 2L, 7L, 6L, 6L, NA, NA, NA, NA, 6L, 5L,
## 7L, NA, 7L, 4L, 5L, 6L, 3L, 7L, 7L, 6L, NA, 5L, 4L, 5L, 7L,
## 5L, 5L, 5L, 5L, 4L, 5L, 5L, 1L, 7L, 6L, 6L, NA, NA, NA, 4L,
## 7L, 5L, NA, 1L, 4L, 6L, 6L, NA, NA, NA, NA, NA, 5L, 7L, NA,
## NA, NA, NA, 7L, NA, 4L, NA, 7L, NA, NA, 4L, NA, 5L, 6L, 6L,
## 6L, 6L, 1L, NA, 7L, 3L, 7L, NA, NA, 7L, 5L, NA, NA, 5L, 1L,
## 7L, 6L, 7L, NA, 5L, 4L, 6L, NA, 7L, 4L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 3L, NA, NA, 6L, 5L, NA, NA, 7L, NA, NA, NA,
## NA, 6L, 5L, NA, 6L, NA, NA, 4L, NA, 5L, 4L, NA, 3L, NA, NA,
## NA, 4L, 1L, NA, NA, 4L, NA, 4L, NA, 4L, NA, NA, 5L, NA, 2L,
## 4L, NA, 6L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 4L, 5L, 1L,
## NA, 4L, 1L, 2L, NA, 5L, NA, 5L, 6L, NA, 6L, NA, NA, NA, 7L,
## NA, 7L, 4L, NA, 4L, 7L, NA, NA, 3L, 4L, 5L, 7L, 6L, 6L, 6L,
## 7L, NA, NA, NA, NA, 5L, NA, NA, 7L, 5L, NA, NA, 1L, 2L, 7L,
## 7L, NA, NA, NA, 2L, NA, 6L, NA, NA, 4L, NA, 5L, NA, NA, 4L,
## 2L, 5L, 7L, 2L, NA, 6L, NA, 3L, 7L, 1L, NA, 7L, 7L, 2L, 6L,
## NA, NA, NA, NA, 7L, 7L, NA, NA, NA, 5L, 7L, NA, 5L, NA, 6L,
## 7L, NA, 6L, NA, 4L, 7L, NA, 6L, 5L, NA, NA, 6L, NA, 7L, 6L,
## NA, NA, 3L, 7L, 5L, NA, 7L, 1L, 7L, NA, 7L, NA, NA, NA, 6L,
## NA, NA, 5L, NA, 7L, 4L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 7L, 7L,
## NA, NA, NA, 6L, 6L, NA, NA, 6L, 7L, 6L, 7L, 1L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 6L, 7L, 5L,
## 6L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, NA,
## NA, NA, NA, NA, 5L, NA, 6L, NA, 5L, 7L, 5L, 5L, 6L, 6L, 6L,
## NA, NA, NA, NA, NA, 4L, 6L, 6L, NA, NA, NA, NA, NA, NA, 4L,
## NA, NA, 7L, NA, NA, NA, NA, 5L, NA, NA, 5L, NA, 4L, NA, NA,
## NA, NA, NA, 6L, NA, 6L, 5L, NA, NA, 4L, 5L, NA, NA, 7L, 6L,
## 2L, NA, NA, 5L, NA, 4L, NA, 6L, 5L, 4L, 7L, 3L, 5L, 5L, 6L,
## 7L, 7L, 7L, 4L, 5L, 7L, 4L, 6L, 6L, 7L, 5L, 4L, 7L, 7L, 6L,
## 7L, 4L, 4L, 7L, 6L, 4L, 6L, 4L, 5L, 3L, 5L, 7L, 7L, 6L, 6L,
## 6L, 6L, 7L, 7L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA,
## NA, 6L, 7L, NA, NA, 6L, NA, 7L, NA, 5L, NA, NA, NA, NA, NA,
## 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 7L,
## NA, NA, 4L, 7L, 4L, 6L, 6L, 6L, 4L, 6L, 7L, 6L, 5L, 5L, 5L,
## 6L, 4L, 5L, 3L, 7L, 7L, 7L, 7L, 6L, 7L, 7L, 6L, 4L, 6L, 1L,
## 7L, 4L, 7L, 6L, 6L, 6L, 7L, 7L, 6L, 5L, 7L, 4L, 6L, 5L, 5L,
## 4L, 7L, 3L, 6L, 7L, 6L, 5L, 7L, NA, 7L, 7L, 7L, 5L, 7L, 7L,
## 3L, 1L, 7L, 5L, 6L, 6L, 2L, 5L, 6L, 5L, NA, 6L, 5L, 4L, 4L,
## 7L, 6L, 5L, NA, 7L, 7L, 7L, 4L, 5L, 5L, 4L, 6L, 4L, 4L, 6L,
## 6L, 6L, 4L, 7L, 4L, 5L, 7L, 4L, 6L, 7L, 6L, 4L, 7L, 6L, 6L,
## 4L, 6L, 6L, 6L, 4L, 4L, 4L, 7L, 7L, 6L, 6L, 7L, 6L, 4L, 5L,
## 6L, 6L, 7L, 7L, 7L, 5L, 4L, 6L, 4L, 5L, 7L, 7L, 7L, 3L, 7L,
## 7L, 7L, 7L, 7L, 6L, 6L, 5L, 7L, 5L, 7L, 4L, 7L, 5L, 5L, 6L,
## 7L, 7L, 5L, 6L, 7L, 5L, 5L, 6L, 5L, 6L, 6L, 6L, 6L, 5L, 7L,
## 6L, 5L, 6L, 6L, 6L, 7L, 7L, 6L, NA, NA, NA, NA, 4L, 4L, 6L,
## 6L, 6L, 6L, 6L, 5L, 7L, 6L, 3L, 5L, 6L, 4L, 5L, 6L, 4L, 6L,
## 5L, 7L, 5L, 7L, 4L, NA, NA, 3L, 6L, 5L, 5L, 6L, 2L, 7L, 7L,
## 5L, 7L, 7L, 7L, 6L, 6L, 6L, 6L, 6L, 5L, NA, 7L, 7L, 4L, 6L,
## 1L, 6L, 6L, 6L, 4L, 7L, 6L, 6L, 1L, 5L, 5L, 5L, 5L, 6L, 4L,
## 6L, 7L, 3L, 6L, 3L, 1L, 7L, 5L, 2L, 6L, 5L, 7L, 6L, 7L, 4L,
## 7L, 6L, 4L, 3L, 6L, 4L, 5L, 1L, 6L, 6L, 5L, 5L, 7L, 7L, 6L,
## 6L, 7L, 4L, 5L, 6L, 5L, 6L, 2L, 7L, 7L, 6L, 6L, 5L, 6L, 4L,
## 6L, 4L, 2L, 1L, 7L, 7L, 6L, 4L, 2L, NA, 5L, 6L, NA, NA, 3L,
## NA, 1L, NA, 4L, 8L, 5L, 5L, 4L, 8L, 1L, 5L, 8L, 6L, 5L, 8L,
## 6L, 6L, 4L, 7L, 6L, 6L, 8L, 6L, 7L, 1L, 4L, 3L, 6L, 6L, 8L,
## 8L, 5L, 2L, 8L, 5L, 8L, 8L, 7L, 6L, 5L, 7L, 4L, 6L, 6L, 7L,
## 6L, 7L, 6L, 7L, 4L, 7L, 5L, 6L, 5L, 5L, 6L, 7L, 6L, 7L, 3L,
## 5L, 7L, 7L, 5L, 7L, 7L, 7L, 7L, 3L, 1L, 5L, 6L, 7L, 2L, 6L,
## 5L, 4L, 6L, 6L, 7L, 4L, 5L, 5L, 6L, 5L, 4L, 6L, 7L, 6L, 4L,
## 7L, 6L, 4L, 5L, 5L, 7L, 6L, 4L, 5L, 6L, 4L, 5L, 5L, 6L, 2L,
## 2L, 4L, 6L, 3L, 4L, 4L, 6L, 6L, 6L, 5L, 5L, 6L, 1L, 7L, 7L,
## 5L, 5L, 6L, 7L, 7L, 6L, 5L, 7L, 3L, 6L, 5L, 5L, 3L, 7L, 4L,
## 2L, 2L, 5L, 7L, 4L, 5L, 5L, 4L, 5L, 4L, 3L, 6L, 6L, 4L, 3L,
## 6L, 7L, 3L, 2L, 6L, 2L, 5L, 4L, 5L, 4L, 7L, 4L, 5L, 6L, 5L,
## 7L, 6L, 5L, 3L, 5L, 7L, 4L, 6L, 7L, 4L, 6L, 5L, 2L, 4L, 3L,
## 3L, 6L, 5L, 6L, 6L, 5L, 6L, 6L, 5L, 3L, 5L, 6L, 6L, 3L, 7L,
## 5L, 1L, 6L, 2L, 1L, 6L, NA, 5L, 6L, NA, NA, 6L, NA, NA, 4L,
## 5L, NA, 1L, 5L, 4L, 6L, NA, 6L, 5L, NA, NA, NA, 7L, 2L, 5L,
## 3L, 5L, 6L, 6L, 4L, NA, NA, 7L, 7L, 6L, 7L, 3L, NA, 6L, 5L,
## 7L, NA, NA, 5L, 5L, NA, 3L, 7L, 5L, 4L, NA, NA), MLQ_9 = c(4L,
## 6L, 1L, 2L, 7L, 1L, 4L, 6L, 1L, 6L, 2L, 1L, 3L, 4L, 2L, 6L,
## 4L, 4L, 4L, 4L, 4L, 7L, 4L, 6L, 1L, 5L, 1L, 4L, 4L, 2L, 5L,
## 4L, 4L, 3L, 1L, 4L, 6L, 1L, 4L, 4L, 3L, 4L, 2L, 5L, 4L, 2L,
## 1L, 4L, 2L, 6L, 5L, 2L, 7L, 2L, 1L, 4L, 1L, 4L, 4L, 5L, 5L,
## 4L, 4L, 3L, 1L, 4L, 4L, 1L, 2L, 4L, 3L, 7L, 1L, 3L, 2L, 4L,
## 1L, 4L, 4L, 4L, 3L, 4L, 7L, 1L, 5L, 1L, 4L, 4L, 5L, 3L, 1L,
## 3L, 1L, 3L, 2L, 7L, 2L, 4L, 7L, 4L, 2L, 4L, 7L, 2L, 6L, 3L,
## 1L, 4L, 6L, 1L, 3L, 5L, 3L, 5L, 1L, 1L, 1L, 1L, 5L, 1L, 5L,
## 4L, 1L, 1L, 6L, 2L, 7L, 4L, 5L, 5L, 4L, 5L, 3L, 1L, 3L, 4L,
## 1L, 2L, 6L, 1L, 2L, 1L, 4L, 1L, NA, 1L, 1L, 5L, 4L, NA, NA,
## NA, 1L, 4L, 4L, NA, NA, 3L, 1L, 4L, 2L, 1L, 2L, 4L, 6L, 5L,
## 5L, 2L, 1L, 2L, NA, 4L, NA, 1L, 5L, 2L, 2L, 3L, 1L, 4L, 5L,
## 6L, 7L, 1L, 2L, 2L, 1L, 4L, 4L, 1L, 4L, 2L, 1L, 2L, 3L, 3L,
## 2L, 1L, 1L, 1L, 4L, 4L, 6L, 2L, 7L, NA, NA, NA, NA, 2L, 4L,
## 4L, NA, 6L, 1L, 4L, 1L, 1L, 4L, 1L, 1L, NA, 5L, 4L, 2L, 1L,
## 5L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, NA, NA, NA, 4L,
## 4L, 2L, NA, 1L, 1L, 5L, 1L, NA, NA, NA, NA, NA, 3L, 5L, NA,
## NA, NA, NA, 4L, NA, 1L, NA, 7L, NA, NA, 4L, NA, 2L, 1L, 5L,
## 6L, 3L, 1L, NA, 1L, 1L, 2L, NA, NA, 7L, 3L, NA, NA, 1L, 1L,
## 6L, 2L, 1L, NA, 3L, 3L, 4L, NA, 7L, 1L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 6L, NA, NA, 4L, 4L, NA, NA, 1L, NA, NA, NA,
## NA, 4L, 6L, NA, 7L, NA, NA, 4L, NA, 5L, 5L, NA, 4L, NA, NA,
## NA, 4L, 1L, NA, NA, 2L, NA, 2L, NA, 4L, NA, NA, 5L, NA, 1L,
## 3L, NA, 1L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 6L, 4L, 1L,
## NA, 3L, 1L, 1L, NA, 3L, NA, 3L, 3L, NA, 3L, NA, NA, NA, 2L,
## NA, 5L, 5L, NA, 1L, 1L, NA, NA, 3L, 5L, 2L, 5L, 4L, 3L, 1L,
## 7L, NA, NA, NA, NA, 1L, NA, NA, 1L, 2L, NA, NA, 1L, 4L, 1L,
## 6L, NA, NA, NA, 2L, NA, 4L, NA, NA, 2L, NA, 1L, NA, NA, 7L,
## 2L, 1L, 4L, 6L, NA, 6L, NA, 5L, 7L, 1L, NA, 2L, 7L, 1L, 5L,
## NA, NA, NA, NA, 1L, 1L, NA, NA, NA, 3L, 1L, NA, 6L, NA, 4L,
## 4L, NA, 1L, NA, 5L, 1L, NA, 5L, 2L, NA, NA, 1L, NA, 4L, 1L,
## NA, NA, 3L, 1L, 2L, NA, 1L, 2L, 5L, NA, 6L, NA, NA, NA, 5L,
## NA, NA, 6L, NA, 5L, 4L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, 7L, 1L,
## NA, NA, NA, 4L, 1L, NA, NA, 1L, 1L, 1L, 1L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 6L, 3L, 1L,
## 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 1L, NA, 5L, NA, 5L, 7L, 5L, 4L, 2L, 2L, 1L,
## NA, NA, NA, NA, NA, 6L, 5L, 1L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 7L, NA, NA, NA, NA, 3L, NA, NA, 4L, NA, 6L, NA, NA,
## NA, NA, NA, 2L, NA, 2L, 6L, NA, NA, 5L, 5L, NA, NA, 1L, 2L,
## 2L, NA, NA, 5L, NA, 6L, NA, 2L, 6L, 4L, 5L, 7L, 2L, 7L, 5L,
## 2L, 2L, 1L, 2L, 5L, 1L, 4L, 1L, 1L, 1L, 4L, 4L, 1L, 1L, 4L,
## 2L, 4L, 2L, 3L, 2L, 1L, 1L, 4L, 2L, 2L, 2L, 3L, 7L, 1L, 1L,
## 4L, 4L, 6L, 1L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, 2L, 1L, NA, NA, 6L, NA, 1L, NA, 1L, NA, NA, NA, NA, NA,
## 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, 1L,
## NA, NA, 4L, 1L, 4L, 3L, 4L, 1L, 4L, 6L, 2L, 1L, 5L, 2L, 5L,
## 5L, 4L, 5L, 1L, 1L, 7L, 6L, 1L, 2L, 3L, 7L, 1L, 2L, 6L, 1L,
## 1L, 6L, 2L, 4L, 1L, 6L, 6L, 3L, 2L, 6L, 1L, 1L, 1L, 4L, 4L,
## 7L, 7L, 1L, 1L, 1L, 1L, 5L, 1L, NA, 1L, 4L, 4L, 4L, 1L, 1L,
## 3L, 1L, 4L, 5L, 5L, 4L, 1L, 4L, 4L, 7L, NA, 1L, 4L, 1L, 1L,
## 1L, 1L, 4L, NA, 4L, 4L, 2L, 4L, 1L, 2L, 1L, 7L, 5L, 2L, 6L,
## 6L, 1L, 3L, 7L, 1L, 5L, 1L, 1L, 5L, 1L, 1L, 4L, 6L, 6L, 1L,
## 4L, 1L, 7L, 1L, 1L, 1L, 3L, 1L, 1L, 5L, 2L, 4L, 2L, 6L, 5L,
## 1L, 1L, 7L, 1L, 7L, 1L, 2L, 1L, 1L, 5L, 1L, 3L, 7L, 2L, 6L,
## 1L, 1L, 7L, 1L, 1L, 6L, 1L, 2L, 1L, 1L, 3L, 1L, 4L, 4L, 7L,
## 1L, 7L, 4L, 1L, 2L, 1L, 2L, 1L, 5L, 2L, 3L, 6L, 1L, 4L, 1L,
## 1L, 4L, 4L, 1L, 6L, 4L, 7L, 2L, NA, NA, NA, NA, 5L, 6L, 1L,
## 7L, 4L, 4L, 2L, 4L, 7L, 6L, 3L, 5L, 1L, 4L, 4L, 1L, 4L, 2L,
## 3L, 1L, 5L, 3L, 4L, NA, NA, 3L, 4L, 5L, 1L, 1L, 1L, 1L, 7L,
## 2L, 7L, 1L, 7L, 5L, 3L, 3L, 1L, 2L, 5L, NA, 1L, 1L, 2L, 2L,
## 7L, 6L, 1L, 2L, 5L, 1L, 1L, 4L, 1L, 5L, 5L, 3L, 3L, 2L, 3L,
## 1L, 1L, 7L, 4L, 1L, 2L, 2L, 4L, 2L, 2L, 4L, 1L, 3L, 5L, 1L,
## 1L, 1L, 4L, 3L, 4L, 4L, 2L, 3L, 2L, 2L, 3L, 2L, 7L, 5L, 2L,
## 5L, 1L, 1L, 1L, 2L, 1L, 3L, 1L, 1L, 3L, 3L, 5L, 2L, 4L, 5L,
## 5L, 7L, 5L, 1L, 1L, 1L, 2L, 1L, 4L, NA, 2L, 2L, NA, NA, 2L,
## NA, 2L, NA, 2L, 6L, 2L, 6L, 5L, 8L, 8L, 4L, 6L, 5L, 5L, 5L,
## 5L, 6L, 5L, 8L, 6L, 5L, 8L, 8L, 4L, 2L, 7L, 5L, 8L, 5L, 6L,
## 5L, 6L, 8L, 8L, 8L, 5L, 8L, 7L, 3L, 3L, 1L, 6L, 4L, 1L, 2L,
## 6L, 6L, 2L, 1L, 1L, 3L, 6L, 1L, 4L, 4L, 1L, 1L, 1L, 7L, 1L,
## 5L, 1L, 4L, 4L, 1L, 1L, 1L, 4L, 3L, 1L, 5L, 4L, 4L, 1L, 5L,
## 4L, 7L, 4L, 1L, 1L, 1L, 7L, 4L, 1L, 4L, 1L, 7L, 3L, 4L, 3L,
## 2L, 6L, 2L, 6L, 5L, 2L, 5L, 3L, 2L, 6L, 4L, 1L, 5L, 2L, 4L,
## 4L, 3L, 2L, 1L, 2L, 7L, 1L, 2L, 5L, 2L, 5L, 6L, 2L, 5L, 3L,
## 1L, 2L, 3L, 6L, 1L, 1L, 3L, 2L, 7L, 4L, 6L, 3L, 2L, 1L, 2L,
## 2L, 2L, 2L, 1L, 1L, 5L, 2L, 5L, 5L, 7L, 2L, 5L, 5L, 3L, 5L,
## 4L, 6L, 3L, 1L, 2L, 2L, 4L, 4L, 3L, 3L, 3L, 1L, 4L, 1L, 2L,
## 1L, 3L, 1L, 6L, 3L, 2L, 5L, 6L, 2L, 2L, 5L, 4L, 2L, 1L, 2L,
## 4L, 2L, 3L, 2L, 5L, 6L, 4L, 2L, 2L, 4L, 4L, 4L, 5L, 5L, 2L,
## 3L, 1L, 1L, 5L, 1L, 1L, NA, 3L, 5L, NA, NA, 2L, NA, NA, 2L,
## 3L, NA, 1L, 3L, 1L, 5L, NA, 2L, 3L, NA, NA, NA, 1L, 1L, 2L,
## 5L, 4L, 5L, 2L, 3L, NA, NA, 1L, 1L, 3L, 1L, 5L, NA, 1L, 5L,
## 3L, NA, NA, 2L, 2L, NA, 4L, 3L, 1L, 4L, NA, NA), MLQ_10 = c(4L,
## 2L, 7L, 6L, 7L, 1L, 4L, 7L, 3L, 6L, 6L, 4L, 4L, 4L, 5L, 4L,
## 7L, 6L, 6L, 4L, 6L, 7L, 3L, 6L, 2L, 4L, 7L, 4L, 4L, 4L, 6L,
## 4L, 1L, 6L, 6L, 5L, 5L, 2L, 2L, 4L, 5L, 4L, 5L, 6L, 5L, 1L,
## 5L, 5L, 4L, 4L, 5L, 4L, 1L, 4L, 7L, 4L, 5L, 2L, 4L, 6L, 7L,
## 4L, 3L, 5L, 7L, 4L, 4L, 1L, 5L, 2L, 3L, 1L, 5L, 4L, 6L, 4L,
## 4L, 4L, 4L, 6L, 5L, 6L, 7L, 1L, 2L, 1L, 7L, 4L, 5L, 5L, 7L,
## 4L, 4L, 5L, 5L, 7L, 5L, 4L, 7L, 4L, 4L, 4L, 5L, 1L, 6L, 5L,
## 4L, 4L, 6L, 5L, 6L, 4L, 4L, 6L, 6L, 1L, 6L, 7L, 4L, 6L, 4L,
## 4L, 5L, 7L, 3L, 6L, 7L, 4L, 7L, 5L, 4L, 6L, 5L, 3L, 4L, 5L,
## 2L, 1L, 6L, 7L, 6L, 1L, 5L, 5L, NA, 1L, 6L, 7L, 6L, NA, NA,
## NA, 5L, 5L, 6L, NA, NA, 6L, 5L, 7L, 2L, 3L, 5L, 7L, 6L, 6L,
## 3L, 5L, 2L, 6L, NA, 7L, NA, 7L, 5L, 6L, 6L, 6L, 2L, 4L, 7L,
## 6L, 7L, 2L, 7L, 2L, 1L, 5L, 4L, 7L, 4L, 7L, 6L, 1L, 3L, 3L,
## 5L, 4L, 1L, 5L, 7L, 5L, 7L, 6L, 7L, NA, NA, NA, NA, 6L, 6L,
## 7L, NA, 6L, 4L, 4L, 5L, 3L, 6L, 5L, 6L, NA, 5L, 5L, 5L, 6L,
## 5L, 5L, 5L, 5L, 1L, 6L, 5L, 1L, 7L, 1L, 7L, NA, NA, NA, 5L,
## 7L, 5L, NA, 1L, 5L, 6L, 4L, NA, NA, NA, NA, NA, 5L, 6L, NA,
## NA, NA, NA, 6L, NA, 4L, NA, 7L, NA, NA, 4L, NA, 7L, 5L, 6L,
## 7L, 4L, 1L, NA, 7L, 3L, 7L, NA, NA, 7L, 5L, NA, NA, 3L, 1L,
## 7L, 5L, 7L, NA, 6L, 4L, 6L, NA, 6L, 7L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 1L, NA, NA, 7L, 4L, NA, NA, 5L, NA, NA, NA,
## NA, 3L, 7L, NA, 6L, NA, NA, 5L, NA, 4L, 1L, NA, 4L, NA, NA,
## NA, 5L, 2L, NA, NA, 3L, NA, 2L, NA, 4L, NA, NA, 5L, NA, 2L,
## 2L, NA, 6L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 4L, 7L, 4L,
## NA, 4L, 2L, 3L, NA, 5L, NA, 5L, 2L, NA, 6L, NA, NA, NA, 5L,
## NA, 4L, 5L, NA, 5L, 1L, NA, NA, 4L, 4L, 6L, 7L, 5L, 4L, 5L,
## 5L, NA, NA, NA, NA, 5L, NA, NA, 2L, 3L, NA, NA, 1L, 4L, 1L,
## 7L, NA, NA, NA, 2L, NA, 5L, NA, NA, 4L, NA, 5L, NA, NA, 7L,
## 2L, 5L, 6L, 5L, NA, 7L, NA, 3L, 7L, 1L, NA, 5L, 7L, 5L, 6L,
## NA, NA, NA, NA, 7L, 1L, NA, NA, NA, 6L, 7L, NA, 7L, NA, 6L,
## 6L, NA, 3L, NA, 5L, 6L, NA, 7L, 7L, NA, NA, 4L, NA, 7L, 2L,
## NA, NA, 3L, 7L, 6L, NA, 7L, 1L, 7L, NA, 7L, NA, NA, NA, 3L,
## NA, NA, 6L, NA, 6L, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 7L, 6L,
## NA, NA, NA, 6L, 5L, NA, NA, 5L, 7L, 6L, 7L, 1L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 4L, 7L, 5L,
## 6L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 7L, NA, 5L, 7L, 5L, 4L, 7L, 5L, 5L,
## NA, NA, NA, NA, NA, 7L, 6L, 4L, NA, NA, NA, NA, NA, NA, 4L,
## NA, NA, 7L, NA, NA, NA, NA, 4L, NA, NA, 6L, NA, 5L, NA, NA,
## NA, NA, NA, 6L, NA, 6L, 5L, NA, NA, 5L, 6L, NA, NA, 7L, 7L,
## 2L, NA, NA, 5L, NA, 3L, NA, 7L, 5L, 4L, 7L, 7L, 5L, 5L, 4L,
## 6L, 7L, 6L, 3L, 5L, 7L, 5L, 6L, 6L, 3L, 5L, 5L, 7L, 6L, 3L,
## 7L, 5L, 7L, 6L, 6L, 3L, 4L, 4L, 2L, 1L, 5L, 7L, 7L, 7L, 4L,
## 3L, 6L, 7L, 7L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA,
## NA, 6L, 7L, NA, NA, 6L, NA, 7L, NA, 5L, NA, NA, NA, NA, NA,
## 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 5L,
## NA, NA, 4L, 7L, 4L, 6L, 7L, 6L, 4L, 6L, 7L, 3L, 5L, 4L, 5L,
## 5L, 4L, 5L, 3L, 7L, 7L, 7L, 7L, 5L, 7L, 6L, 5L, 3L, 6L, 3L,
## 7L, 4L, 6L, 6L, 7L, 6L, 7L, 7L, 7L, 6L, 7L, 4L, 6L, 4L, 6L,
## 4L, 7L, 1L, 6L, 5L, 2L, 5L, 6L, NA, 7L, 7L, 6L, 5L, 7L, 7L,
## 4L, 1L, 4L, 5L, 6L, 6L, 2L, 5L, 6L, 6L, NA, 6L, 4L, 4L, 4L,
## 5L, 7L, 5L, NA, 7L, 4L, 7L, 4L, 1L, 5L, 4L, 5L, 7L, 5L, 6L,
## 6L, 4L, 5L, 7L, 5L, 5L, 6L, 4L, 6L, 4L, 6L, 3L, 6L, 6L, 6L,
## 4L, 7L, 7L, 1L, 4L, 3L, 4L, 6L, 7L, 4L, 3L, 7L, 6L, 7L, 5L,
## 5L, 5L, 7L, 4L, 7L, 6L, 4L, 6L, 5L, 5L, 7L, 7L, 7L, 2L, 6L,
## 6L, 7L, 7L, 7L, 5L, 6L, 5L, 6L, 7L, 1L, 4L, 7L, 5L, 5L, 7L,
## 6L, 7L, 4L, 6L, 7L, 5L, 4L, 4L, 6L, 6L, 6L, 4L, 4L, 5L, 7L,
## 6L, 5L, 6L, 6L, 6L, 6L, 7L, 6L, NA, NA, NA, NA, 4L, 4L, 6L,
## 6L, 5L, 6L, 7L, 4L, 7L, 5L, 3L, 5L, 6L, 4L, 5L, 6L, 5L, 6L,
## 3L, 6L, 5L, 7L, 5L, NA, NA, 3L, 4L, 5L, 2L, 7L, 2L, 7L, 6L,
## 5L, 7L, 1L, 7L, 4L, 6L, 5L, 4L, 4L, 5L, NA, 7L, 7L, 4L, 5L,
## 1L, 6L, 7L, 7L, 5L, 7L, 7L, 6L, 1L, 5L, 7L, 5L, 5L, 4L, 4L,
## 7L, 7L, 5L, 6L, 3L, 5L, 2L, 5L, 3L, 5L, 4L, 4L, 7L, 7L, 7L,
## 7L, 7L, 4L, 3L, 6L, 6L, 5L, 3L, 5L, 6L, 5L, 5L, 7L, 7L, 6L,
## 7L, 1L, 1L, 5L, 6L, 4L, 5L, 1L, 5L, 7L, 6L, 4L, 4L, 5L, 4L,
## 7L, 7L, 2L, 2L, 6L, 2L, 6L, 4L, 6L, NA, 5L, 6L, NA, NA, 5L,
## NA, 2L, NA, 3L, 7L, 1L, 4L, 7L, 5L, 6L, 8L, 7L, 3L, 5L, 5L,
## 5L, 8L, 4L, 1L, 8L, 5L, 8L, 7L, 4L, 8L, 6L, 5L, 8L, 5L, 6L,
## 3L, 6L, 4L, 8L, 7L, 6L, 8L, 3L, 1L, 5L, 7L, 4L, 6L, 7L, 6L,
## 6L, 7L, 7L, 7L, 4L, 7L, 6L, 6L, 6L, 4L, 6L, 5L, 2L, 7L, 1L,
## 5L, 6L, 7L, 5L, 7L, 7L, 7L, 6L, 4L, 1L, 5L, 6L, 4L, 2L, 6L,
## 5L, 4L, 6L, 6L, 5L, 4L, 6L, 4L, 7L, 5L, 4L, 7L, 4L, 6L, 7L,
## 7L, 7L, 4L, 5L, 5L, 7L, 7L, 4L, 6L, 5L, 5L, 5L, 5L, 6L, 2L,
## 3L, 5L, 7L, 3L, 2L, 4L, 5L, 7L, 5L, 3L, 5L, 6L, 1L, 7L, 6L,
## 6L, 5L, 4L, 7L, 5L, 3L, 3L, 5L, 4L, 6L, 5L, 5L, 3L, 3L, 7L,
## 6L, 4L, 5L, 1L, 4L, 5L, 2L, 4L, 5L, 5L, 4L, 6L, 7L, 4L, 6L,
## 5L, 7L, 4L, 2L, 7L, 5L, 5L, 4L, 4L, 2L, 5L, 6L, 6L, 7L, 5L,
## 7L, 6L, 7L, 4L, 6L, 7L, 4L, 6L, 7L, 4L, 4L, 6L, 2L, 5L, 6L,
## 4L, 7L, 6L, 6L, 5L, 6L, 5L, 6L, 5L, 3L, 4L, 6L, 6L, 3L, 2L,
## 6L, 1L, 6L, 2L, 1L, 6L, NA, 4L, 6L, NA, NA, 5L, NA, NA, 5L,
## 6L, NA, 2L, 5L, 4L, 4L, NA, 5L, 2L, NA, NA, NA, 7L, 2L, 7L,
## 4L, 5L, 7L, 6L, 5L, NA, NA, 7L, 7L, 4L, 6L, 6L, NA, 6L, 5L,
## 7L, NA, NA, 5L, 6L, NA, 5L, 3L, 5L, 3L, NA, NA), LET_1 = c(3L,
## 4L, 3L, 2L, 2L, 5L, 3L, 3L, 1L, 4L, 1L, 2L, 3L, 4L, 2L, 3L,
## 3L, 5L, 4L, 2L, 2L, 3L, 2L, 5L, 1L, 4L, 1L, 3L, 2L, 2L, 4L,
## 1L, 1L, 3L, 1L, 3L, 4L, 1L, 3L, 3L, 3L, 1L, 2L, 4L, 2L, 4L,
## 2L, 3L, 2L, 3L, 3L, 2L, 5L, 1L, 1L, 3L, 1L, 2L, 3L, 4L, 2L,
## 2L, 3L, 3L, 1L, 3L, 3L, 3L, 3L, 2L, 4L, 3L, 3L, 3L, 2L, 4L,
## 1L, 3L, 3L, 4L, 2L, 5L, 3L, 1L, 3L, 2L, 2L, 2L, 2L, 2L, 1L,
## 3L, 1L, 2L, 1L, 5L, 1L, 3L, 1L, 3L, 2L, 3L, 3L, 2L, 4L, 2L,
## 1L, 2L, 4L, 2L, 2L, 1L, 2L, 3L, 2L, 1L, 2L, 2L, 3L, 1L, 1L,
## 2L, 1L, 1L, 3L, 2L, 5L, 5L, 2L, 3L, 3L, 5L, 3L, 1L, 3L, 3L,
## 1L, 3L, 4L, 2L, 3L, 1L, 3L, 2L, NA, 1L, 2L, 3L, 3L, NA, NA,
## NA, 2L, 2L, 3L, NA, NA, 4L, 2L, 2L, 1L, 4L, 2L, 5L, 3L, 4L,
## 2L, 1L, 1L, 1L, NA, 4L, NA, 1L, 3L, 2L, 2L, 3L, 1L, 3L, 4L,
## 4L, 5L, 1L, 4L, 3L, 1L, 3L, 3L, 1L, 1L, 5L, 2L, 1L, 1L, 3L,
## 3L, 1L, 1L, 1L, 3L, 4L, 3L, 1L, 5L, NA, NA, NA, NA, 2L, 1L,
## 2L, NA, 2L, 1L, 3L, 2L, 1L, 3L, 1L, NA, NA, NA, 3L, 2L, 1L,
## 3L, 2L, 3L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 3L, NA, NA, NA, 2L,
## 1L, 2L, NA, 2L, 4L, 2L, 2L, NA, NA, NA, NA, NA, 2L, 5L, NA,
## NA, NA, NA, 2L, NA, 1L, NA, 5L, NA, NA, 2L, NA, 4L, 1L, 3L,
## 5L, 2L, 1L, NA, 1L, 1L, 3L, NA, NA, 1L, 3L, NA, NA, 1L, 1L,
## 5L, 1L, 1L, NA, 4L, 1L, 2L, NA, 4L, 4L, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 5L, NA, NA, 3L, 3L, NA, NA, 1L, NA, NA, NA,
## NA, 4L, 4L, NA, 4L, NA, NA, 2L, NA, 2L, 1L, NA, 3L, NA, NA,
## NA, 3L, 2L, NA, NA, 4L, NA, 2L, NA, 3L, NA, NA, 2L, NA, 2L,
## 3L, NA, 2L, NA, NA, NA, 1L, NA, NA, NA, NA, NA, 4L, 1L, 1L,
## NA, 2L, 1L, 1L, NA, 2L, NA, 3L, 1L, NA, 3L, NA, NA, NA, 2L,
## NA, 4L, 4L, NA, 1L, 3L, NA, NA, 2L, 4L, 2L, 3L, 3L, 1L, 1L,
## 4L, NA, NA, NA, NA, 2L, NA, NA, 1L, 1L, NA, NA, 2L, 2L, 1L,
## 5L, NA, NA, NA, 1L, NA, 2L, NA, NA, 4L, NA, 3L, NA, NA, 4L,
## 2L, 1L, 4L, 3L, NA, 5L, NA, 2L, 5L, 1L, NA, 2L, 5L, 3L, 4L,
## NA, NA, NA, NA, 5L, 1L, NA, NA, NA, 2L, 3L, NA, 3L, NA, 4L,
## 3L, NA, 1L, NA, 2L, 1L, NA, 4L, 2L, NA, NA, 1L, NA, 3L, 1L,
## NA, NA, 1L, 1L, 2L, NA, 1L, 1L, 4L, NA, 5L, NA, NA, NA, 2L,
## NA, NA, 4L, NA, 4L, 2L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA, NA, 3L, 1L,
## NA, NA, NA, 4L, 2L, NA, NA, 1L, 2L, 1L, 2L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 5L, 3L, 1L,
## 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 2L, NA, 4L, NA, 1L, 5L, 3L, 2L, 3L, 2L, 3L,
## NA, NA, NA, NA, NA, 2L, 3L, 1L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 5L, NA, NA, NA, NA, 1L, NA, NA, 3L, NA, 4L, NA, NA,
## NA, NA, NA, 1L, NA, 1L, 3L, NA, NA, 3L, 3L, NA, NA, 3L, 1L,
## 1L, NA, NA, 3L, NA, 1L, NA, 1L, 4L, 4L, 4L, 1L, 3L, 4L, 2L,
## 4L, 4L, 5L, 1L, 4L, 1L, 2L, 2L, 2L, 1L, 3L, 5L, 2L, 1L, 4L,
## 3L, 5L, 2L, 4L, 1L, 1L, 1L, 5L, 2L, 1L, 2L, 3L, 4L, 1L, 1L,
## 2L, 4L, 4L, 1L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 1L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 2L, 3L, 3L, 3L, 4L, 3L, 3L, 2L, 2L, 1L, 2L, 1L,
## 2L, 3L, 5L, 2L, 1L, 1L, 2L, 4L, 2L, 2L, 3L, 2L, 1L, 5L, 3L,
## 1L, 2L, 2L, 2L, 1L, 2L, 3L, 3L, 3L, 1L, 3L, 1L, 2L, 1L, 3L,
## 2L, 5L, 3L, 2L, 1L, 1L, 3L, 3L, NA, 2L, 5L, 3L, 4L, 5L, 1L,
## 3L, 1L, 2L, 4L, 1L, 2L, 1L, 1L, 3L, 3L, NA, 2L, 1L, 1L, 1L,
## 1L, 1L, 2L, NA, 3L, 2L, 1L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 4L,
## 5L, 1L, 2L, 2L, 2L, 2L, 3L, 1L, 1L, 1L, 2L, 1L, 1L, 4L, 2L,
## 3L, 1L, 5L, 1L, 3L, 1L, 2L, 1L, 1L, 2L, 2L, 3L, 2L, 3L, 5L,
## 1L, 2L, 1L, 1L, 1L, 3L, 2L, 2L, 1L, 1L, 1L, 4L, 5L, 2L, 4L,
## 1L, 1L, 5L, 1L, 1L, 1L, 2L, 5L, 2L, 1L, 2L, 3L, 2L, 3L, 5L,
## 1L, 5L, 2L, 1L, 3L, 4L, 3L, 1L, 3L, 2L, 1L, 4L, 1L, 3L, 1L,
## 1L, 3L, 3L, 4L, 4L, 3L, 1L, 1L, NA, NA, NA, NA, 2L, 1L, 1L,
## 1L, 2L, 2L, 2L, 3L, 1L, 1L, 3L, 2L, 1L, 3L, 3L, 4L, 3L, 1L,
## 3L, 1L, 3L, 3L, 3L, NA, NA, 3L, 3L, 2L, 1L, 1L, 1L, 1L, 4L,
## 2L, 2L, 1L, 4L, 4L, 2L, 3L, 1L, 2L, 4L, NA, 1L, 1L, 1L, 2L,
## 1L, 2L, 1L, 4L, 2L, 1L, 1L, 3L, 1L, 2L, 1L, 2L, 3L, 2L, 3L,
## 1L, 1L, 4L, 4L, 1L, 2L, 2L, 4L, 1L, 2L, 3L, 2L, 3L, 3L, 2L,
## 1L, 2L, 1L, 3L, 3L, 4L, 2L, 4L, 1L, 2L, 2L, 2L, 1L, 4L, 3L,
## 2L, 2L, 2L, 2L, 4L, 3L, 3L, 1L, 1L, 4L, 1L, 3L, 2L, 2L, 5L,
## 2L, 4L, 3L, 1L, 1L, 1L, 2L, 1L, 3L, NA, 3L, 2L, NA, NA, 5L,
## NA, 3L, NA, 2L, 3L, 1L, 4L, 5L, 7L, 7L, 7L, 2L, 3L, 5L, 1L,
## 4L, 8L, 5L, 4L, 2L, 4L, 4L, 4L, 3L, 6L, 6L, 6L, 8L, 5L, 8L,
## 3L, 7L, 2L, 6L, 8L, 8L, 8L, 3L, 6L, 3L, 1L, 2L, 2L, 1L, 2L,
## 2L, 3L, 3L, 3L, 1L, 3L, 1L, 2L, 3L, 1L, 2L, 1L, 1L, 5L, 3L,
## 3L, 3L, 5L, 4L, 5L, 2L, 1L, 3L, 3L, 1L, 4L, 2L, 2L, 1L, 1L,
## 1L, 2L, 3L, 2L, 1L, 1L, 3L, 1L, 1L, 2L, 1L, 5L, 4L, 3L, 1L,
## 5L, 4L, 1L, 5L, 4L, 2L, 1L, 2L, 2L, 4L, 2L, 1L, 1L, 2L, 2L,
## 3L, 2L, 2L, 2L, 1L, 5L, 2L, 1L, 4L, 4L, 3L, 2L, 3L, 3L, 2L,
## 1L, 3L, 2L, 4L, 1L, 1L, 3L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 4L,
## 2L, 3L, 3L, 2L, 3L, 4L, 1L, 2L, 4L, 1L, 3L, 3L, 4L, 2L, 3L,
## 3L, 5L, 1L, 1L, 4L, 5L, 4L, 2L, 3L, 2L, 3L, 1L, 2L, 1L, 2L,
## 1L, 2L, 2L, 3L, 3L, 4L, 3L, 4L, 3L, 3L, 3L, 4L, 2L, 3L, 1L,
## 2L, 2L, 2L, 2L, 4L, 3L, 3L, 2L, 4L, 3L, 4L, 2L, 3L, 1L, 2L,
## 2L, 1L, 1L, 1L, 1L, 2L, NA, 3L, 3L, NA, NA, 5L, NA, NA, 2L,
## 2L, NA, 1L, NA, 3L, 3L, NA, NA, 4L, NA, NA, NA, NA, 4L, 1L,
## 4L, 3L, 2L, 3L, 3L, NA, NA, 1L, 1L, 2L, 3L, NA, NA, 1L, 4L,
## 4L, NA, NA, 2L, 2L, NA, NA, 2L, 2L, 3L, NA, NA), LET_2 = c(3L,
## 2L, 5L, 4L, 3L, 3L, 3L, 2L, 5L, 4L, 4L, 3L, 3L, 3L, 4L, 3L,
## 5L, 3L, 2L, 3L, 2L, 5L, 4L, 3L, 5L, 3L, 5L, 4L, 4L, 4L, 3L,
## 5L, 4L, 3L, 4L, 3L, 4L, 5L, 2L, 4L, 3L, 5L, 4L, 3L, 4L, 2L,
## 4L, 4L, 4L, 4L, 3L, 4L, 3L, 3L, 5L, 3L, 5L, 4L, 3L, 4L, 4L,
## 4L, 3L, 3L, 5L, 3L, 3L, 3L, 3L, 4L, 4L, 1L, 2L, 2L, 4L, 4L,
## 5L, 3L, 3L, 3L, 5L, 1L, 3L, 2L, 4L, 5L, 3L, 3L, 4L, 5L, 4L,
## 3L, 4L, 3L, 2L, 5L, 4L, 3L, 1L, 3L, 4L, 3L, 1L, 4L, 4L, 2L,
## 5L, 4L, 3L, 4L, 4L, 4L, 3L, 3L, 3L, 1L, 5L, 5L, 3L, 5L, 5L,
## 3L, 5L, 5L, 4L, 5L, 1L, 4L, 4L, 3L, 4L, 4L, 2L, 5L, 4L, 4L,
## 4L, 3L, 4L, 5L, 3L, 4L, 2L, 4L, NA, 4L, 4L, 4L, 4L, NA, NA,
## NA, 4L, 5L, 2L, NA, NA, 3L, 4L, 3L, 3L, 2L, 3L, 4L, 3L, 3L,
## 4L, 5L, 4L, 4L, NA, 2L, NA, 5L, 4L, 4L, 4L, 2L, 3L, 3L, 5L,
## 2L, 4L, 4L, 2L, 3L, 5L, 4L, 3L, 5L, 4L, 5L, 4L, 4L, 3L, 3L,
## 4L, 3L, 3L, 4L, 3L, 3L, 5L, 4L, 3L, NA, NA, NA, NA, 4L, 5L,
## 4L, NA, 2L, 4L, 3L, 4L, 3L, 3L, 5L, NA, NA, NA, 4L, 3L, 5L,
## 3L, 2L, 3L, 2L, 5L, 4L, 3L, 4L, 5L, 5L, 4L, NA, NA, NA, 5L,
## 4L, 3L, NA, 2L, 3L, 4L, 5L, NA, NA, NA, NA, NA, 2L, 3L, NA,
## NA, NA, NA, 3L, NA, 5L, NA, 2L, NA, NA, 4L, NA, 1L, 5L, 4L,
## 2L, 4L, 5L, NA, 5L, 5L, 4L, NA, NA, 5L, 4L, NA, NA, 2L, 5L,
## 2L, 5L, 4L, NA, 2L, 4L, 5L, NA, 3L, 3L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 1L, NA, NA, 3L, 3L, NA, NA, 4L, NA, NA, NA,
## NA, 3L, 3L, NA, 4L, NA, NA, 4L, NA, 5L, 5L, NA, 3L, NA, NA,
## NA, 5L, 3L, NA, NA, 3L, NA, 5L, NA, 3L, NA, NA, 4L, NA, 2L,
## 3L, NA, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 2L, 5L, 5L,
## NA, 4L, 5L, 5L, NA, 3L, NA, 3L, 5L, NA, 3L, NA, NA, NA, 4L,
## NA, 2L, 4L, NA, 5L, 3L, NA, NA, 5L, 2L, 4L, 4L, 4L, 5L, 5L,
## 3L, NA, NA, NA, NA, 4L, NA, NA, 5L, 1L, NA, NA, 3L, 3L, 5L,
## 4L, NA, NA, NA, 4L, NA, 4L, NA, NA, 2L, NA, 4L, NA, NA, 1L,
## 3L, 4L, 3L, 4L, NA, 1L, NA, 2L, 1L, 5L, NA, 4L, 3L, 2L, 1L,
## NA, NA, NA, NA, 4L, 5L, NA, NA, NA, 4L, 3L, NA, 3L, NA, 4L,
## 3L, NA, 5L, NA, 3L, 4L, NA, 1L, 3L, NA, NA, 5L, NA, 4L, 4L,
## NA, NA, 5L, 4L, 5L, NA, 4L, 5L, 2L, NA, 2L, NA, NA, NA, 3L,
## NA, NA, 3L, NA, 5L, 4L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 3L, 5L,
## NA, NA, NA, 4L, 4L, NA, NA, 4L, 3L, 5L, 4L, 5L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 5L, 4L, 5L,
## 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 3L, NA, 5L, 5L, 4L, 4L, 3L, 4L, 3L,
## NA, NA, NA, NA, NA, 3L, 4L, 3L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 3L, NA, NA, NA, NA, 3L, NA, NA, 4L, NA, 1L, NA, NA,
## NA, NA, NA, 4L, NA, 5L, 4L, NA, NA, 3L, 3L, NA, NA, 4L, 4L,
## 4L, NA, NA, 4L, NA, 3L, NA, 5L, 4L, 4L, 3L, 5L, 5L, 2L, 4L,
## 3L, 3L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 4L,
## 2L, 1L, 4L, 4L, 4L, 5L, 5L, 2L, 3L, 4L, 4L, 4L, 3L, 4L, 4L,
## 2L, 2L, 3L, 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 4L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 4L, 3L, 3L, 4L, 5L, 5L, 3L, 3L, 3L, 5L, 4L, 4L,
## 3L, 3L, 5L, 5L, 4L, 5L, 4L, 3L, 4L, 5L, 5L, 4L, 5L, 3L, 5L,
## 4L, 4L, 4L, 4L, 2L, 4L, 3L, 5L, 3L, 5L, 4L, 5L, 4L, 4L, 5L,
## 4L, 3L, 5L, 4L, 4L, 4L, 3L, 4L, NA, 5L, 3L, 3L, 4L, 5L, 4L,
## 4L, 5L, 5L, 4L, 5L, 3L, 5L, 4L, 4L, 5L, NA, 5L, 4L, 4L, 4L,
## 5L, 4L, 4L, NA, 5L, 4L, 5L, 3L, 5L, 5L, 5L, 4L, 4L, 4L, 4L,
## 5L, 5L, 3L, 4L, 5L, 4L, 3L, 4L, 5L, 4L, 4L, 2L, 4L, 2L, 4L,
## 1L, 5L, 4L, 4L, 4L, 5L, 4L, 3L, 4L, 3L, 4L, 4L, 2L, 3L, 5L,
## 4L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 3L, 5L, 5L, 5L,
## 5L, 5L, 5L, 5L, 5L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 3L, 4L, 4L,
## 5L, 5L, 4L, 5L, 4L, 1L, 2L, 4L, 5L, 4L, 4L, 4L, 3L, 3L, 5L,
## 5L, 4L, 5L, 5L, 4L, 4L, 1L, 4L, NA, NA, NA, NA, 3L, 2L, 5L,
## 4L, 4L, 4L, 5L, 3L, 5L, 4L, 3L, 4L, 4L, 5L, 4L, 4L, 4L, 4L,
## 3L, 4L, 3L, 3L, 4L, NA, NA, 3L, 4L, 4L, 4L, 5L, 4L, 5L, 4L,
## 3L, 5L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, NA, 5L, 5L, 5L, 4L,
## 5L, 3L, 4L, 4L, 3L, 4L, 5L, 4L, 5L, 3L, 5L, 4L, 3L, 3L, 5L,
## 5L, 4L, 2L, 3L, 4L, 4L, 5L, 2L, 5L, 5L, 2L, 4L, 5L, 3L, 4L,
## 5L, 4L, 5L, 3L, 4L, 3L, 3L, 3L, 4L, 3L, 4L, 4L, 5L, 4L, 4L,
## 3L, 5L, 5L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 3L, 4L, 3L, 3L,
## 4L, 3L, 3L, 5L, 5L, 4L, 4L, 5L, 3L, NA, 3L, 4L, NA, NA, 5L,
## NA, 4L, NA, 3L, 6L, 8L, 7L, 4L, 8L, 8L, 4L, 7L, 8L, 5L, 8L,
## 7L, 7L, 1L, 8L, 3L, 6L, 8L, 5L, 7L, 2L, 6L, 7L, 6L, 7L, 6L,
## 8L, 6L, 7L, 7L, 1L, 3L, 5L, 5L, 8L, 4L, 4L, 4L, 4L, 2L, 4L,
## 4L, 3L, 3L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 3L, 5L,
## 3L, 4L, 3L, 4L, 5L, 5L, 4L, 3L, 4L, 5L, 4L, 3L, 5L, 5L, 5L,
## 4L, 4L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 3L, 2L, 4L, 5L,
## 4L, 2L, 3L, 4L, 3L, 3L, 4L, 3L, 3L, 2L, 3L, 4L, 4L, 4L, 5L,
## 3L, 4L, 4L, 3L, 5L, 1L, 5L, 5L, 4L, 3L, 3L, 2L, 4L, 4L, 4L,
## 4L, 3L, 5L, 4L, 2L, 3L, 3L, 4L, 3L, 4L, 5L, 2L, 3L, 2L, 5L,
## 4L, 5L, 4L, 4L, 4L, 3L, 5L, 5L, 3L, 2L, 4L, 5L, 4L, 4L, 4L,
## 2L, 3L, 3L, 5L, 2L, 3L, 3L, 5L, 4L, 3L, 4L, 5L, 4L, 4L, 4L,
## 5L, 4L, 4L, 2L, 4L, 3L, 3L, 2L, 3L, 2L, 3L, 4L, 4L, 4L, 4L,
## 4L, 4L, 4L, 5L, 4L, 4L, 5L, 4L, 3L, 3L, 4L, 4L, 3L, 4L, 4L,
## 5L, 4L, 4L, 5L, 5L, 3L, NA, 4L, 4L, NA, NA, 1L, NA, NA, 4L,
## 5L, NA, 4L, NA, 4L, 4L, NA, NA, 4L, NA, NA, NA, NA, 4L, 3L,
## 3L, 4L, 3L, 3L, 4L, NA, NA, 4L, 5L, 4L, 4L, NA, NA, 4L, 3L,
## 3L, NA, NA, 4L, 3L, NA, NA, 5L, 3L, 4L, NA, NA), LET_3 = c(4L,
## 4L, 4L, 3L, 3L, 4L, 3L, 4L, 2L, 4L, 2L, 2L, 3L, 3L, 2L, 3L,
## 2L, 3L, 3L, 2L, 4L, 1L, 3L, 3L, 1L, 4L, 1L, 3L, 3L, 2L, 4L,
## 2L, 1L, 2L, 2L, 3L, 2L, 1L, 2L, 3L, 2L, 3L, 3L, 3L, 3L, 4L,
## 2L, 4L, 2L, 4L, 3L, 2L, 4L, 3L, 2L, 3L, 1L, 2L, 3L, 3L, 4L,
## 2L, 4L, 3L, 1L, 3L, 3L, 5L, 3L, 3L, 4L, 3L, 2L, 4L, 2L, 4L,
## 1L, 3L, 3L, 3L, 2L, 5L, 3L, 3L, 3L, 2L, 3L, 3L, 1L, 2L, 1L,
## 3L, 4L, 2L, 2L, 5L, 4L, 3L, 1L, 3L, 2L, 3L, 5L, 2L, 4L, 2L,
## 2L, 3L, 2L, 3L, 2L, 3L, 1L, 3L, 3L, 1L, 4L, 3L, 5L, 1L, 1L,
## 3L, 1L, 2L, 3L, 2L, 5L, 3L, 2L, 2L, 3L, 2L, 3L, 1L, 4L, 3L,
## 1L, 1L, 1L, 1L, 2L, 1L, 4L, 2L, NA, 1L, 1L, 3L, 2L, NA, NA,
## NA, 2L, 2L, 2L, NA, NA, 3L, 1L, 4L, 2L, 2L, 2L, 3L, 4L, 5L,
## 1L, 1L, 1L, 1L, NA, 2L, NA, 1L, 2L, 2L, 2L, 4L, 5L, 3L, 2L,
## 2L, 5L, 3L, 5L, 3L, 3L, 4L, 1L, 2L, 2L, 1L, 1L, 4L, 3L, 3L,
## 3L, 3L, 1L, 1L, 3L, 3L, 3L, 4L, 3L, NA, NA, NA, NA, 2L, 1L,
## 3L, NA, 2L, 3L, 3L, 1L, 2L, 4L, 1L, NA, NA, NA, 3L, 2L, 1L,
## 3L, 4L, 3L, 1L, 2L, 2L, 3L, 1L, 1L, 1L, 1L, NA, NA, NA, 2L,
## 2L, 4L, NA, 1L, 4L, 2L, 2L, NA, NA, NA, NA, NA, 2L, 1L, NA,
## NA, NA, NA, 2L, NA, 1L, NA, 4L, NA, NA, 1L, NA, 3L, 1L, 2L,
## 4L, 1L, 1L, NA, 1L, 1L, 3L, NA, NA, 1L, 2L, NA, NA, 2L, 1L,
## 5L, 1L, 4L, NA, 3L, 1L, 2L, NA, 4L, 2L, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 4L, NA, NA, 4L, 3L, NA, NA, 1L, NA, NA, NA,
## NA, 3L, 4L, NA, 3L, NA, NA, 2L, NA, 2L, 2L, NA, 3L, NA, NA,
## NA, 1L, 3L, NA, NA, 2L, NA, 1L, NA, 3L, NA, NA, 2L, NA, 4L,
## 1L, NA, 2L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 4L, 3L, 1L,
## NA, 2L, 1L, 2L, NA, 2L, NA, 3L, 1L, NA, 3L, NA, NA, NA, 2L,
## NA, 3L, 4L, NA, 1L, 4L, NA, NA, 3L, 4L, 1L, 3L, 3L, 1L, 1L,
## 4L, NA, NA, NA, NA, 2L, NA, NA, 1L, 2L, NA, NA, 2L, 4L, 1L,
## 3L, NA, NA, NA, 2L, NA, 3L, NA, NA, 4L, NA, 2L, NA, NA, 5L,
## 2L, 1L, 1L, 3L, NA, 5L, NA, 4L, 5L, 2L, NA, 2L, 4L, 3L, 4L,
## NA, NA, NA, NA, 1L, 2L, NA, NA, NA, 2L, 1L, NA, 3L, NA, 2L,
## 3L, NA, 1L, NA, 2L, 1L, NA, 5L, 2L, NA, NA, 2L, NA, 3L, 1L,
## NA, NA, 4L, 2L, 3L, NA, 2L, 1L, 4L, NA, 3L, NA, NA, NA, 3L,
## NA, NA, 4L, NA, 4L, 2L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA, NA, 4L, 1L,
## NA, NA, NA, 3L, 3L, NA, NA, 4L, 3L, 1L, 1L, 1L, 2L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 5L, 2L, 1L,
## 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 4L, NA, 1L, 5L, 3L, 3L, 3L, 2L, 1L,
## NA, NA, NA, NA, NA, 1L, 4L, 2L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 3L, NA, NA, NA, NA, 2L, NA, NA, 2L, NA, 4L, NA, NA,
## NA, NA, NA, 1L, NA, 1L, 2L, NA, NA, 3L, 3L, NA, NA, 1L, 1L,
## 1L, NA, NA, 4L, NA, 2L, NA, 1L, 3L, 4L, 5L, 3L, 1L, 5L, 3L,
## 2L, 3L, 3L, 1L, 4L, 1L, 4L, 2L, 2L, 2L, 2L, 3L, 1L, 2L, 3L,
## 2L, 4L, 3L, 4L, 2L, 1L, 1L, 2L, 2L, 3L, 4L, 2L, 3L, 1L, 1L,
## 2L, 2L, 2L, 1L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 2L, 2L, 3L, 2L, 2L, 4L, 3L, 1L, 1L, 5L, 3L, 1L,
## 2L, 3L, 5L, 2L, 2L, 1L, 1L, 3L, 2L, 2L, 3L, 2L, 1L, 4L, 2L,
## 1L, 4L, 3L, 2L, 3L, 2L, 3L, 4L, 2L, 3L, 3L, 1L, 2L, 2L, 2L,
## 3L, 5L, 1L, 2L, 1L, 2L, 3L, 2L, NA, 2L, 5L, 3L, 3L, 1L, 1L,
## 3L, 1L, 2L, 4L, 1L, 2L, 1L, 2L, 2L, 3L, NA, 2L, 2L, 1L, 3L,
## 1L, 3L, 2L, NA, 4L, 3L, 1L, 3L, 1L, 2L, 2L, 2L, 3L, 2L, 4L,
## 5L, 2L, 3L, 1L, 3L, 3L, 2L, 1L, 1L, 2L, 2L, 1L, 4L, 4L, 2L,
## 2L, 1L, 3L, 1L, 2L, 1L, 2L, 3L, 1L, 4L, 4L, 2L, 2L, 1L, 5L,
## 2L, 3L, 5L, 1L, 1L, 3L, 4L, 2L, 1L, 1L, 1L, 3L, 5L, 2L, 4L,
## 1L, 1L, 5L, 1L, 1L, 3L, 2L, 3L, 2L, 4L, 3L, 2L, 2L, 3L, 4L,
## 2L, 4L, 3L, 2L, 4L, 5L, 2L, 3L, 3L, 2L, 1L, 4L, 1L, 3L, 2L,
## 1L, 3L, 1L, 4L, 4L, 3L, 1L, 4L, NA, NA, NA, NA, 4L, 1L, 1L,
## 2L, 2L, 2L, 4L, 3L, 5L, 3L, 3L, 2L, 2L, 1L, 3L, 1L, 3L, 2L,
## 2L, 2L, 3L, 2L, 4L, NA, NA, 3L, 4L, 2L, 2L, 3L, 1L, 1L, 2L,
## 3L, 2L, 1L, 4L, 4L, 2L, 2L, 1L, 2L, 4L, NA, 2L, 1L, 1L, 2L,
## 2L, 2L, 1L, 2L, 3L, 3L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 3L,
## 3L, 1L, 4L, 3L, 1L, 2L, 2L, 4L, 1L, 2L, 4L, 2L, 1L, 2L, 2L,
## 1L, 2L, 1L, 3L, 2L, 4L, 2L, 2L, 1L, 2L, 2L, 3L, 1L, 2L, 2L,
## 2L, 2L, 1L, 1L, 2L, 2L, 3L, 2L, 1L, 3L, 3L, 2L, 3L, 2L, 3L,
## 3L, 3L, 3L, 1L, 1L, 2L, 2L, 1L, 2L, NA, 3L, 2L, NA, NA, 2L,
## NA, 2L, NA, 3L, 6L, 7L, 8L, 6L, 4L, 8L, 2L, 7L, 8L, 5L, 4L,
## 6L, 6L, 5L, 3L, 6L, 7L, 8L, 6L, 6L, 3L, 4L, 3L, 8L, 6L, 8L,
## 8L, 7L, 7L, 5L, 3L, 7L, 8L, 6L, 5L, 5L, 1L, 4L, 2L, 3L, 3L,
## 2L, 3L, 2L, 3L, 1L, 4L, 3L, 2L, 2L, 2L, 2L, 1L, 2L, 5L, 1L,
## 3L, 2L, 5L, 3L, 1L, 2L, 1L, 3L, 3L, 1L, 4L, 2L, 2L, 1L, 1L,
## 2L, 3L, 2L, 2L, 1L, 1L, 3L, 2L, 3L, 2L, 3L, 1L, 3L, 2L, 1L,
## 2L, 4L, 3L, 4L, 3L, 3L, 2L, 2L, 2L, 3L, 3L, 2L, 1L, 2L, 2L,
## 2L, 2L, 2L, 2L, 1L, 5L, 3L, 4L, 3L, 2L, 2L, 4L, 2L, 2L, 2L,
## 4L, 3L, 2L, 3L, 2L, 1L, 3L, 2L, 2L, 2L, 1L, 4L, 2L, 1L, 2L,
## 2L, 2L, 1L, 5L, 2L, 4L, 1L, 2L, 3L, 3L, 3L, 2L, 4L, 3L, 4L,
## 2L, 4L, 2L, 1L, 2L, 5L, 3L, 3L, 3L, 3L, 2L, 1L, 2L, 2L, 4L,
## 1L, 2L, 1L, 3L, 3L, 2L, 2L, 4L, 2L, 3L, 4L, 2L, 2L, 1L, 2L,
## 3L, 4L, 1L, 2L, 2L, 2L, 2L, 2L, 3L, 2L, 4L, 2L, 2L, 2L, 1L,
## 2L, 1L, 1L, 2L, 3L, 2L, NA, 3L, 2L, NA, NA, 3L, NA, NA, 3L,
## 2L, NA, 1L, NA, 3L, 3L, NA, NA, 2L, NA, NA, NA, NA, 4L, 3L,
## 4L, 3L, 3L, 3L, 3L, NA, NA, 1L, 1L, 2L, 1L, NA, NA, 2L, 2L,
## 3L, NA, NA, 2L, 3L, NA, NA, 2L, 2L, 3L, NA, NA), LET_4 = c(1L,
## 3L, 5L, 4L, 4L, 2L, 3L, 3L, 5L, 4L, 4L, 4L, 2L, 3L, 5L, 3L,
## 5L, 3L, 1L, 4L, 4L, 5L, 2L, 2L, 4L, 4L, 1L, 4L, 4L, 4L, 4L,
## 5L, 4L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 4L, 1L, 2L, 3L, 3L, 2L,
## 4L, 4L, 5L, 4L, 3L, 4L, 2L, 5L, 5L, 4L, 5L, 3L, 4L, 3L, 4L,
## 4L, 3L, 4L, 5L, 3L, 3L, 1L, 4L, 4L, 4L, 3L, 4L, 2L, 3L, 4L,
## 5L, 4L, 3L, 4L, 5L, 3L, 3L, 5L, 5L, 5L, 4L, 3L, 4L, 4L, 5L,
## 4L, 4L, 4L, 4L, 5L, 4L, 3L, 3L, 3L, 4L, 3L, 1L, 4L, 4L, 5L,
## 3L, 3L, 4L, 4L, 5L, 4L, 4L, 3L, 4L, 1L, 5L, 5L, 3L, 5L, 5L,
## 3L, 5L, 5L, 3L, 5L, 1L, 1L, 5L, 4L, 4L, 4L, 4L, 5L, 3L, 4L,
## 5L, 5L, 5L, 4L, 4L, 4L, 3L, 5L, NA, 5L, 5L, 5L, 5L, NA, NA,
## NA, 4L, 5L, 4L, NA, NA, 4L, 5L, 4L, 3L, 4L, 5L, 4L, 4L, 3L,
## 5L, 5L, 5L, 5L, NA, 3L, NA, 5L, 4L, 5L, 4L, 4L, 4L, 5L, 5L,
## 3L, 5L, 5L, 3L, 4L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 3L,
## 4L, 3L, 4L, 5L, 4L, 4L, 5L, 3L, 4L, NA, NA, NA, NA, 4L, 5L,
## 3L, NA, 1L, 4L, 3L, 5L, 4L, 3L, 5L, NA, NA, NA, 4L, 3L, 5L,
## 3L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, NA, NA, NA, 4L,
## 5L, 3L, NA, 3L, 4L, 5L, 4L, NA, NA, NA, NA, NA, 4L, 4L, NA,
## NA, NA, NA, 2L, NA, 4L, NA, 3L, NA, NA, 4L, NA, 2L, 5L, 4L,
## 4L, 4L, 4L, NA, 5L, 5L, 4L, NA, NA, 5L, 3L, NA, NA, 3L, 5L,
## 2L, 1L, 5L, NA, 3L, 5L, 4L, NA, 2L, 3L, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 2L, NA, NA, 4L, 3L, NA, NA, 4L, NA, NA, NA,
## NA, 4L, 2L, NA, 5L, NA, NA, 4L, NA, 5L, 5L, NA, 3L, NA, NA,
## NA, 5L, 4L, NA, NA, 3L, NA, 5L, NA, 3L, NA, NA, 4L, NA, 4L,
## 2L, NA, 5L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 2L, 5L, 3L,
## NA, 4L, 5L, 5L, NA, 4L, NA, 3L, 5L, NA, 4L, NA, NA, NA, 5L,
## NA, 4L, 4L, NA, 5L, 3L, NA, NA, 4L, 3L, 4L, 4L, 3L, 4L, 4L,
## 3L, NA, NA, NA, NA, 4L, NA, NA, 5L, 4L, NA, NA, 5L, 4L, 5L,
## 4L, NA, NA, NA, 4L, NA, 3L, NA, NA, 2L, NA, 5L, NA, NA, 3L,
## 3L, 5L, 5L, 4L, NA, 1L, NA, 4L, 4L, 5L, NA, 4L, 3L, 3L, 2L,
## NA, NA, NA, NA, 4L, 5L, NA, NA, NA, 4L, 5L, NA, 4L, NA, 4L,
## 4L, NA, 5L, NA, 3L, 4L, NA, 1L, 4L, NA, NA, 4L, NA, 4L, 4L,
## NA, NA, 4L, 4L, 4L, NA, 4L, 4L, 3L, NA, 3L, NA, NA, NA, 4L,
## NA, NA, 4L, NA, 3L, 4L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, 3L, 5L,
## NA, NA, NA, 5L, 4L, NA, NA, 4L, 5L, 5L, 4L, 5L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 5L, 3L, 4L,
## 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 5L, NA, 4L, 5L, 4L, 3L, 3L, 4L, 5L,
## NA, NA, NA, NA, NA, 2L, 4L, 4L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 3L, NA, NA, NA, NA, 4L, NA, NA, 4L, NA, 2L, NA, NA,
## NA, NA, NA, 4L, NA, 4L, 4L, NA, NA, 4L, 4L, NA, NA, 4L, 5L,
## 5L, NA, NA, 4L, NA, 4L, NA, 5L, 4L, 4L, 2L, 5L, 4L, 4L, 4L,
## 3L, 3L, 4L, 5L, 4L, 5L, 3L, 4L, 4L, 4L, 4L, 4L, 2L, 5L, 4L,
## 3L, 3L, 3L, 4L, 4L, 4L, 5L, 5L, 4L, 3L, 2L, 4L, 5L, 4L, 4L,
## 4L, 3L, 3L, 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 5L, 4L, 4L, 5L, 5L, 5L, 3L, 4L, 4L, 5L, 4L, 4L,
## 4L, 3L, 5L, 5L, 5L, 5L, 5L, 3L, 4L, 5L, 3L, 4L, 5L, 2L, 5L,
## 5L, 4L, 4L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 3L, 4L, 5L,
## 5L, 3L, 5L, 4L, 5L, 4L, 3L, 5L, NA, 4L, 1L, 5L, 4L, 5L, 4L,
## 4L, 4L, 5L, 5L, 5L, 3L, 5L, 5L, 4L, 4L, NA, 4L, 5L, 4L, 3L,
## 5L, 4L, 4L, NA, 5L, 4L, 5L, 3L, 5L, 5L, 5L, 4L, 4L, 3L, 4L,
## 5L, 5L, 2L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 2L, 4L,
## 4L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 2L, 4L, 5L, 3L, 4L, 5L,
## 5L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 5L,
## 5L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 4L,
## 4L, 5L, 4L, 5L, 4L, 4L, 2L, 5L, 5L, 4L, 5L, 4L, 1L, 2L, 5L,
## 5L, 4L, 4L, 5L, 4L, 4L, 1L, 4L, NA, NA, NA, NA, 3L, 4L, 5L,
## 5L, 3L, 5L, 4L, 3L, 5L, 4L, 3L, 4L, 5L, 3L, 4L, 4L, 4L, 4L,
## 4L, 4L, 3L, 4L, 4L, NA, NA, 3L, 4L, 4L, 4L, 5L, 4L, 4L, 4L,
## 4L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, NA, 4L, 5L, 5L, 4L,
## 5L, 4L, 4L, 4L, 2L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 4L, 3L, 5L,
## 4L, 4L, 2L, 4L, 5L, 4L, 5L, 5L, 4L, 5L, 3L, 4L, 5L, 5L, 4L,
## 4L, 5L, 5L, 3L, 4L, 3L, 4L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 4L,
## 4L, 5L, 4L, 4L, 5L, 5L, 4L, 4L, 4L, 5L, 5L, 3L, 4L, 4L, 3L,
## 4L, 3L, 4L, 5L, 5L, 5L, 4L, 5L, 3L, NA, 4L, 4L, NA, NA, 5L,
## NA, 5L, NA, 2L, 8L, 8L, 8L, 6L, 4L, 8L, 8L, 8L, 8L, 5L, 2L,
## 8L, 8L, 5L, 2L, 7L, 4L, 3L, 7L, 7L, 1L, 5L, 4L, 6L, 6L, 8L,
## 4L, 8L, 7L, 3L, 3L, 6L, 8L, 7L, 6L, 5L, 5L, 4L, 5L, 4L, 4L,
## 4L, 4L, 4L, 4L, 5L, 5L, 5L, 3L, 5L, 4L, 4L, 5L, 4L, 3L, 5L,
## 3L, 5L, 1L, 4L, 5L, 4L, 4L, 5L, 4L, 4L, 5L, 3L, 5L, 5L, 5L,
## 5L, 5L, 4L, 4L, 5L, 4L, 4L, 5L, 4L, 4L, 3L, 3L, 4L, 4L, 5L,
## 5L, 4L, 3L, 4L, 4L, 5L, 3L, 3L, 4L, 2L, 4L, 4L, 5L, 4L, 4L,
## 4L, 4L, 4L, 4L, 5L, 3L, 4L, 5L, 4L, 5L, 3L, 3L, 4L, 4L, 4L,
## 5L, 4L, 5L, 3L, 5L, 4L, 5L, 4L, 3L, 5L, 5L, 4L, 5L, 4L, 4L,
## 5L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 4L, 5L, 5L, 4L, 4L, 4L, 4L,
## 4L, 4L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 5L, 5L, 5L, 4L, 4L, 4L,
## 5L, 5L, 5L, 3L, 4L, 4L, 3L, 2L, 4L, 3L, 4L, 4L, 4L, 4L, 4L,
## 3L, 4L, 5L, 5L, 4L, 4L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 2L, 5L,
## 4L, 4L, 4L, 5L, 4L, 3L, NA, 4L, 4L, NA, NA, 4L, NA, NA, 4L,
## 4L, NA, 4L, NA, 3L, 4L, NA, NA, 4L, NA, NA, NA, NA, 4L, 4L,
## 3L, 3L, 5L, 4L, 5L, NA, NA, 5L, 5L, 5L, 5L, NA, NA, 4L, 4L,
## 5L, NA, NA, 5L, 5L, NA, NA, 5L, 3L, 4L, NA, NA), LET_5 = c(2L,
## 5L, 4L, 1L, 3L, 2L, 3L, 4L, 2L, 4L, 2L, 1L, 3L, 2L, 2L, 2L,
## 1L, 4L, 2L, 2L, 2L, 1L, 2L, 3L, 1L, 3L, 1L, 4L, 1L, 2L, 4L,
## 1L, 3L, 3L, 1L, 2L, 3L, 1L, 2L, 4L, 2L, 2L, 2L, 3L, 4L, 4L,
## 3L, 4L, 1L, 5L, 3L, 2L, 4L, 2L, 1L, 3L, 1L, 3L, 3L, 3L, 3L,
## 2L, 4L, 4L, 1L, 3L, 3L, 3L, 2L, 2L, 4L, 1L, 2L, 4L, 2L, 4L,
## 1L, 2L, 3L, 2L, 1L, 4L, 3L, 2L, 2L, 1L, 1L, 3L, 1L, 1L, 1L,
## 4L, 3L, 2L, 2L, 5L, 1L, 3L, 3L, 3L, 2L, 2L, 5L, 1L, 4L, 2L,
## 2L, 1L, 3L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L,
## 2L, 2L, 1L, 1L, 1L, 5L, 5L, 1L, 2L, 2L, 2L, 4L, 1L, 3L, 2L,
## 1L, 1L, 2L, 1L, 2L, 1L, 5L, 2L, NA, 1L, 1L, 1L, 1L, NA, NA,
## NA, 2L, 2L, 1L, NA, NA, 3L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 3L,
## 1L, 1L, 2L, 1L, NA, 3L, NA, 1L, 2L, 2L, 2L, 2L, 2L, 3L, 1L,
## 3L, 4L, 2L, 4L, 3L, 3L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 3L,
## 2L, 3L, 1L, 2L, 4L, 2L, 2L, 2L, 2L, NA, NA, NA, NA, 2L, 1L,
## 3L, NA, 2L, 3L, 4L, 1L, 2L, 4L, 1L, NA, NA, NA, 4L, 2L, 1L,
## 3L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, NA, NA, NA, 3L,
## 1L, 3L, NA, 1L, 1L, 2L, 1L, NA, NA, NA, NA, NA, 2L, 1L, NA,
## NA, NA, NA, 2L, NA, 1L, NA, 4L, NA, NA, 2L, NA, 2L, 1L, 3L,
## 2L, 1L, 1L, NA, 1L, 1L, 2L, NA, NA, 1L, 1L, NA, NA, 2L, 1L,
## 4L, 1L, 1L, NA, 2L, 1L, 1L, NA, 4L, 4L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 4L, NA, NA, 3L, 3L, NA, NA, 1L, NA, NA, NA,
## NA, 3L, 4L, NA, 2L, NA, NA, 2L, NA, 2L, 4L, NA, 2L, NA, NA,
## NA, 2L, 1L, NA, NA, 2L, NA, 1L, NA, 3L, NA, NA, 3L, NA, 2L,
## 4L, NA, 1L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 3L, 1L, 2L,
## NA, 1L, 1L, 1L, NA, 2L, NA, 4L, 1L, NA, 3L, NA, NA, NA, 1L,
## NA, 1L, 3L, NA, 1L, 3L, NA, NA, 1L, 3L, 2L, 1L, 2L, 1L, 1L,
## 3L, NA, NA, NA, NA, 2L, NA, NA, 5L, 1L, NA, NA, 1L, 3L, 1L,
## 2L, NA, NA, NA, 2L, NA, 2L, NA, NA, 4L, NA, 2L, NA, NA, 5L,
## 2L, 1L, 3L, 3L, NA, 5L, NA, 2L, 2L, 1L, NA, 2L, 3L, 2L, 3L,
## NA, NA, NA, NA, 1L, 2L, NA, NA, NA, 2L, 1L, NA, 2L, NA, 1L,
## 2L, NA, 1L, NA, 3L, 1L, NA, 5L, 2L, NA, NA, 1L, NA, 2L, 1L,
## NA, NA, 2L, 3L, 1L, NA, 2L, 1L, 3L, NA, 4L, NA, NA, NA, 2L,
## NA, NA, 2L, NA, 5L, 2L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 3L, 1L,
## NA, NA, NA, 2L, 2L, NA, NA, 1L, 3L, 1L, 2L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, 5L, 4L, 1L,
## 2L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 2L, NA, 1L, 5L, 2L, 2L, 3L, 2L, 1L,
## NA, NA, NA, NA, NA, 4L, 3L, 2L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 3L, NA, NA, NA, NA, 1L, NA, NA, 3L, NA, 3L, NA, NA,
## NA, NA, NA, 1L, NA, 4L, 2L, NA, NA, 3L, 3L, NA, NA, 1L, 1L,
## 2L, NA, NA, 4L, NA, 2L, NA, 2L, 3L, 4L, 4L, 1L, 2L, 4L, 1L,
## 2L, 3L, 1L, 2L, 4L, 1L, 3L, 1L, 2L, 1L, 3L, 2L, 5L, 1L, 2L,
## 2L, 3L, 3L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 3L, 2L, 2L, 1L, 2L,
## 2L, 3L, 3L, 1L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, 1L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 2L, 3L, 2L, 1L, 1L, 4L, 3L, 1L, 1L, 2L, 2L, 1L,
## 2L, 2L, 1L, 1L, 1L, 1L, 1L, 4L, 2L, 2L, 3L, 3L, 1L, 5L, 1L,
## 1L, 2L, 2L, 2L, 3L, 2L, 3L, 2L, 2L, 1L, 3L, 1L, 2L, 2L, 1L,
## 3L, 3L, 1L, 2L, 1L, 1L, 3L, 1L, NA, 2L, 1L, 3L, 2L, 1L, 1L,
## 2L, 1L, 3L, 1L, 1L, 3L, 1L, 2L, 1L, 3L, NA, 1L, 1L, 1L, 2L,
## 1L, 3L, 2L, NA, 5L, 2L, 1L, 2L, 4L, 2L, 2L, 1L, 3L, 3L, 4L,
## 5L, 1L, 2L, 4L, 3L, 3L, 2L, 1L, 1L, 1L, 3L, 4L, 2L, 4L, 2L,
## 3L, 1L, 2L, 1L, 1L, 1L, 2L, 3L, 1L, 1L, 2L, 3L, 3L, 3L, 5L,
## 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 5L, 2L, 4L,
## 1L, 1L, 5L, 1L, 1L, 2L, 2L, 2L, 2L, 3L, 3L, 2L, 2L, 2L, 5L,
## 1L, 2L, 3L, 2L, 1L, 3L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 5L,
## 1L, 2L, 1L, 3L, 4L, 2L, 1L, 1L, NA, NA, NA, NA, 2L, 4L, 5L,
## 2L, 2L, 3L, 1L, 3L, 1L, 5L, 3L, 2L, 1L, 1L, 3L, 2L, 4L, 1L,
## 2L, 1L, 3L, 3L, 4L, NA, NA, 3L, 4L, 2L, 1L, 1L, 2L, 1L, 2L,
## 2L, 5L, 1L, 4L, 5L, 2L, 2L, 1L, 2L, 4L, NA, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 2L, 2L, 3L, 1L, 3L, 1L, 1L, 1L, 2L, 2L, 2L, 2L,
## 2L, 5L, 3L, 4L, 1L, 3L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 3L,
## 1L, 1L, 1L, 3L, 2L, 4L, 1L, 4L, 2L, 2L, 2L, 5L, 1L, 2L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 3L, 3L, 3L, 3L,
## 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, NA, 2L, 2L, NA, NA, 2L,
## NA, 1L, NA, 4L, 8L, 7L, 8L, 5L, 5L, 5L, 4L, 6L, 8L, 5L, 5L,
## 7L, 8L, 5L, 5L, 7L, 5L, 8L, 6L, 7L, 2L, 4L, 4L, 6L, 7L, 8L,
## 5L, 5L, 8L, 6L, 3L, 5L, 8L, 7L, 5L, 5L, 1L, 2L, 2L, 3L, 2L,
## 2L, 3L, 2L, 3L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 3L, 1L,
## 3L, 1L, 1L, 2L, 1L, 2L, 1L, 3L, 2L, 1L, 1L, 3L, 3L, 1L, 1L,
## 2L, 3L, 1L, 1L, 1L, 1L, 3L, 1L, 3L, 2L, 2L, 3L, 2L, 1L, 1L,
## 2L, 2L, 2L, 4L, 3L, 1L, 2L, 2L, 2L, 4L, 3L, 2L, 1L, 2L, 2L,
## 3L, 2L, 2L, 1L, 1L, 5L, 1L, 1L, 1L, 1L, 3L, 2L, 3L, 1L, 1L,
## 2L, 4L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L,
## 2L, 2L, 1L, 4L, 1L, 3L, 1L, 3L, 3L, 2L, 2L, 3L, 3L, 2L, 2L,
## 2L, 1L, 2L, 1L, 1L, 2L, 4L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 3L,
## 1L, 2L, 1L, 3L, 3L, 2L, 2L, 3L, 1L, 3L, 2L, 1L, 2L, 1L, 1L,
## 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 3L, 2L, 1L, 1L, 1L, 2L, 2L,
## 1L, 1L, 1L, 4L, 1L, 2L, NA, 2L, 2L, NA, NA, 3L, NA, NA, 2L,
## 2L, NA, 1L, NA, 1L, 3L, NA, NA, 2L, NA, NA, NA, NA, 4L, 2L,
## 2L, 2L, 2L, 2L, 3L, NA, NA, 2L, 1L, 3L, 1L, NA, NA, 2L, 2L,
## 4L, NA, NA, 2L, 2L, NA, NA, 2L, 2L, 2L, NA, NA), LET_6 = c(2L,
## 1L, 5L, 4L, 4L, 1L, 3L, 2L, 5L, 4L, 5L, 5L, 3L, 3L, 5L, 2L,
## 4L, 2L, 4L, 4L, 5L, 5L, 5L, 3L, 5L, 4L, 5L, 4L, 5L, 4L, 4L,
## 5L, 5L, 3L, 5L, 4L, 2L, 5L, 4L, 5L, 5L, 5L, 5L, 3L, 5L, 3L,
## 5L, 3L, 5L, 4L, 3L, 4L, 1L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 5L,
## 5L, 5L, 5L, 5L, 3L, 3L, 3L, 4L, 5L, 4L, 3L, 4L, 3L, 4L, 4L,
## 5L, 4L, 1L, 4L, 5L, 2L, 3L, 4L, 4L, 5L, 4L, 4L, 5L, 5L, 5L,
## 4L, 5L, 4L, 4L, 5L, 5L, 3L, 1L, 3L, 3L, 4L, 1L, 5L, 4L, 5L,
## 5L, 5L, 3L, 2L, 5L, 4L, 4L, 3L, 5L, 1L, 5L, 4L, 2L, 5L, 3L,
## 4L, 5L, 5L, 3L, 5L, 1L, 1L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 5L,
## 5L, 5L, 5L, 5L, 4L, 5L, 4L, 5L, NA, 5L, 5L, 3L, 4L, NA, NA,
## NA, 5L, 5L, 4L, NA, NA, 5L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 4L,
## 5L, 5L, 5L, 5L, NA, 3L, NA, 5L, 3L, 4L, 4L, 3L, 3L, 5L, 4L,
## 3L, 4L, 5L, 2L, 3L, 4L, 4L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 3L,
## 4L, 5L, 5L, 4L, 3L, 4L, 5L, 5L, 4L, NA, NA, NA, NA, 5L, 5L,
## 4L, NA, 4L, 5L, 4L, 5L, 5L, 4L, 5L, NA, NA, NA, 4L, 5L, 5L,
## 3L, 5L, 5L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, NA, NA, NA, 5L,
## 5L, 4L, NA, 2L, 4L, 4L, 5L, NA, NA, NA, NA, NA, 5L, 3L, NA,
## NA, NA, NA, 4L, NA, 5L, NA, 2L, NA, NA, 5L, NA, 3L, 5L, 4L,
## 3L, 5L, 5L, NA, 5L, 5L, 4L, NA, NA, 5L, 4L, NA, NA, 5L, 5L,
## 2L, 5L, 5L, NA, 5L, 5L, 5L, NA, 3L, 2L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 1L, NA, NA, 4L, 3L, NA, NA, 5L, NA, NA, NA,
## NA, 3L, 3L, NA, 4L, NA, NA, 5L, NA, 5L, 5L, NA, 4L, NA, NA,
## NA, 3L, 5L, NA, NA, 3L, NA, 5L, NA, 3L, NA, NA, 4L, NA, 4L,
## 3L, NA, 5L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 2L, 5L, 5L,
## NA, 4L, 5L, 5L, NA, 5L, NA, 3L, 5L, NA, 4L, NA, NA, NA, 5L,
## NA, 2L, 2L, NA, 5L, 2L, NA, NA, 5L, 3L, 5L, 4L, 5L, 5L, 4L,
## 2L, NA, NA, NA, NA, 4L, NA, NA, 5L, 5L, NA, NA, 5L, 3L, 5L,
## 3L, NA, NA, NA, 4L, NA, 4L, NA, NA, 3L, NA, 4L, NA, NA, 2L,
## 4L, 5L, 5L, 3L, NA, 2L, NA, 2L, 2L, 5L, NA, 4L, 3L, 5L, 2L,
## NA, NA, NA, NA, 5L, 5L, NA, NA, NA, 5L, 5L, NA, 3L, NA, 5L,
## 5L, NA, 5L, NA, 2L, 5L, NA, 2L, 4L, NA, NA, 5L, NA, 3L, 5L,
## NA, NA, 5L, 5L, 5L, NA, 5L, 5L, 1L, NA, 3L, NA, NA, NA, 5L,
## NA, NA, 5L, NA, 5L, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 3L, 5L,
## NA, NA, NA, 5L, 4L, NA, NA, 5L, 4L, 5L, 4L, 5L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 5L, 4L, 5L,
## 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 4L, NA, 5L, 5L, 4L, 5L, 2L, 4L, 5L,
## NA, NA, NA, NA, NA, 3L, 4L, 5L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 4L, NA, NA, NA, NA, 5L, NA, NA, 5L, NA, 1L, NA, NA,
## NA, NA, NA, 5L, NA, 5L, 3L, NA, NA, 4L, 3L, NA, NA, 1L, 5L,
## 5L, NA, NA, 4L, NA, 2L, NA, 5L, 4L, 4L, 3L, 5L, 5L, 2L, 4L,
## 4L, 3L, 5L, 5L, 4L, 5L, 3L, 4L, 4L, 5L, 4L, 4L, 5L, 5L, 4L,
## 4L, 4L, 2L, 4L, 5L, 5L, 5L, 5L, 4L, 3L, 4L, 5L, 4L, 4L, 5L,
## 5L, 5L, 5L, 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 5L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 5L, 4L, 4L, 5L, 5L, 3L, 3L, 5L, 4L, 5L, 2L, 4L,
## 4L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 5L, 5L, 5L, 5L, 5L, 3L, 5L,
## 5L, 5L, 5L, 5L, 1L, 4L, 4L, 4L, 5L, 5L, 5L, 5L, 4L, 5L, 4L,
## 4L, 2L, 2L, 4L, 5L, 5L, 3L, 5L, NA, 5L, 3L, 5L, 4L, 5L, 5L,
## 4L, 5L, 5L, 1L, 5L, 4L, 5L, 5L, 3L, 3L, NA, 5L, 5L, 5L, 5L,
## 5L, 5L, 4L, NA, 5L, 2L, 1L, 4L, 5L, 5L, 4L, 1L, 3L, 4L, 4L,
## 5L, 5L, 4L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 3L, 5L, 2L, 4L,
## 5L, 5L, 4L, 4L, 5L, 5L, 4L, 5L, 5L, 3L, 4L, 4L, 5L, 1L, 5L,
## 5L, 5L, 5L, 5L, 5L, 5L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 5L,
## 5L, 5L, 5L, 5L, 5L, 4L, 4L, 5L, 5L, 5L, 3L, 5L, 3L, 4L, 4L,
## 5L, 5L, 4L, 5L, 4L, 2L, 1L, 5L, 5L, 4L, 5L, 4L, 4L, 2L, 5L,
## 5L, 4L, 5L, 4L, 4L, 5L, 1L, 4L, NA, NA, NA, NA, 3L, 4L, 5L,
## 5L, 5L, 5L, 5L, 3L, 5L, 2L, 3L, 4L, 5L, 4L, 4L, 4L, 3L, 4L,
## 4L, 4L, 4L, 3L, 4L, NA, NA, 3L, 4L, 4L, 4L, 5L, 5L, 5L, 4L,
## 3L, 5L, 5L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, NA, 5L, 5L, 5L, 5L,
## 3L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, 3L,
## 5L, 5L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 5L, 3L, 5L, 4L, 5L, 5L,
## 5L, 5L, 5L, 3L, 5L, 3L, 4L, 5L, 4L, 4L, 4L, 5L, 5L, 5L, 4L,
## 1L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 4L, 5L, 4L, 3L,
## 5L, 1L, 3L, 5L, 5L, 5L, 5L, 5L, 4L, NA, 4L, 4L, NA, NA, 5L,
## NA, 5L, NA, 3L, 4L, 4L, 4L, 3L, 3L, 2L, 5L, 3L, 1L, 5L, 1L,
## 2L, 8L, 4L, 5L, 6L, 6L, 1L, 3L, 4L, 2L, 4L, 4L, 6L, 3L, 2L,
## 3L, 4L, 4L, 7L, 5L, 5L, 8L, 1L, 7L, 3L, 5L, 5L, 5L, 1L, 5L,
## 4L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 5L, 2L, 2L,
## 3L, 5L, 3L, 4L, 5L, 5L, 5L, 5L, 4L, 5L, 1L, 4L, 5L, 5L, 5L,
## 5L, 4L, 3L, 5L, 5L, 5L, 3L, 5L, 5L, 4L, 5L, 1L, 5L, 5L, 5L,
## 5L, 2L, 5L, 4L, 5L, 5L, 4L, 4L, 5L, 3L, 4L, 5L, 5L, 5L, 5L,
## 5L, 5L, 4L, 5L, 5L, 1L, 5L, 5L, 5L, 5L, 2L, 4L, 3L, 5L, 4L,
## 5L, 4L, 5L, 2L, 5L, 5L, 4L, 5L, 5L, 5L, 5L, 4L, 5L, 4L, 5L,
## 5L, 5L, 5L, 5L, 5L, 3L, 5L, 4L, 5L, 5L, 4L, 4L, 4L, 5L, 4L,
## 3L, 2L, 5L, 5L, 3L, 5L, 5L, 4L, 4L, 3L, 5L, 5L, 4L, 5L, 5L,
## 5L, 4L, 5L, 3L, 4L, 5L, 4L, 1L, 5L, 4L, 3L, 5L, 4L, 4L, 5L,
## 3L, 4L, 5L, 4L, 5L, 3L, 4L, 4L, 2L, 4L, 4L, 5L, 5L, 4L, 5L,
## 4L, 2L, 5L, 5L, 5L, 3L, NA, 4L, 5L, NA, NA, 1L, NA, NA, 4L,
## 4L, NA, 5L, NA, 5L, 4L, NA, NA, 5L, NA, NA, NA, NA, 4L, 4L,
## 3L, 5L, 5L, 4L, 4L, NA, NA, 4L, 5L, 3L, 5L, NA, NA, 5L, 4L,
## 1L, NA, NA, 5L, 5L, NA, NA, 5L, 4L, 5L, NA, NA), PWB_1 = c(3L,
## 5L, 5L, 2L, 4L, 6L, 4L, 6L, 2L, 5L, 3L, 4L, 5L, 4L, 2L, 3L,
## 6L, 3L, 1L, 3L, 1L, 6L, 2L, 4L, 3L, 4L, 1L, 4L, 4L, 2L, 6L,
## 3L, 2L, 3L, 2L, 2L, 3L, 2L, 2L, 2L, 3L, 1L, 4L, 3L, 4L, 5L,
## 5L, 3L, 3L, 3L, 4L, 3L, 4L, 1L, 1L, 5L, 5L, 3L, 3L, 5L, 2L,
## 4L, 2L, 4L, 3L, 2L, 4L, 6L, 3L, 4L, 4L, 2L, 1L, 2L, 3L, 4L,
## 1L, 4L, 5L, 4L, 2L, 4L, 4L, 6L, 4L, 2L, 4L, 1L, 2L, 5L, 5L,
## 2L, 5L, 2L, 6L, 6L, 1L, 4L, 6L, 4L, 5L, 4L, 2L, 2L, 5L, 5L,
## 2L, 3L, 3L, 3L, 2L, 4L, 3L, 2L, 2L, 1L, 4L, 1L, 2L, 5L, 3L,
## 3L, 3L, 5L, 4L, 5L, 6L, 1L, 3L, 3L, 2L, 5L, 5L, 2L, 5L, 1L,
## 2L, 1L, 1L, 1L, 2L, 2L, 3L, 2L, NA, 4L, 4L, 1L, 2L, NA, NA,
## NA, 4L, 2L, 3L, NA, NA, 4L, 2L, 5L, 2L, 2L, 2L, 1L, 5L, 3L,
## 1L, 2L, 4L, 1L, NA, 3L, NA, 1L, 2L, 3L, 4L, 1L, 6L, 4L, 3L,
## 3L, 5L, 1L, 4L, 3L, 6L, 2L, 4L, 1L, 2L, 6L, 2L, 1L, 3L, 3L,
## 4L, 3L, 1L, 3L, 4L, 1L, 2L, 2L, 2L, NA, NA, NA, NA, 3L, 3L,
## 2L, NA, 1L, 4L, 4L, 1L, 1L, 3L, 1L, NA, NA, NA, 3L, 2L, 1L,
## 4L, 2L, 1L, 2L, 1L, 3L, 2L, 1L, 1L, 2L, 1L, NA, NA, NA, 1L,
## 4L, 3L, NA, 3L, 4L, 5L, 2L, NA, NA, NA, NA, NA, 2L, 2L, NA,
## NA, NA, NA, 3L, NA, 4L, NA, 1L, NA, NA, 4L, NA, 4L, 3L, 1L,
## 1L, 2L, 3L, NA, 1L, 4L, 2L, NA, NA, 1L, 2L, NA, NA, 4L, 4L,
## 3L, 1L, 1L, NA, 2L, 5L, 2L, NA, 5L, 2L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 2L, NA, NA, 2L, 3L, NA, NA, 3L, NA, NA, NA,
## NA, 4L, 1L, NA, 5L, NA, NA, 3L, NA, 4L, 4L, NA, 3L, NA, NA,
## NA, 3L, 4L, NA, NA, 3L, NA, 2L, NA, 2L, NA, NA, 4L, NA, 2L,
## 2L, NA, 2L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 3L, 5L, 3L,
## NA, 4L, 2L, 3L, NA, 2L, NA, 4L, 4L, NA, 2L, NA, NA, NA, 4L,
## NA, 2L, 2L, NA, 2L, 5L, NA, NA, 2L, 5L, 4L, 5L, 3L, 2L, 4L,
## 4L, NA, NA, NA, NA, 4L, NA, NA, 6L, 2L, NA, NA, 1L, 1L, 3L,
## 2L, NA, NA, NA, 2L, NA, 2L, NA, NA, 5L, NA, 3L, NA, NA, 1L,
## 4L, 1L, 4L, 4L, NA, 5L, NA, 4L, 6L, 1L, NA, 2L, 4L, 3L, 6L,
## NA, NA, NA, NA, 2L, 1L, NA, NA, NA, 2L, 1L, NA, 2L, NA, 3L,
## 1L, NA, 3L, NA, 3L, 2L, NA, 2L, 4L, NA, NA, 2L, NA, 2L, 2L,
## NA, NA, 3L, 6L, 6L, NA, 1L, 1L, 2L, NA, 4L, NA, NA, NA, 1L,
## NA, NA, 2L, NA, 5L, 2L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA, NA, 6L, 5L,
## NA, NA, NA, 2L, 2L, NA, NA, 2L, 6L, 2L, 4L, 1L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 3L, 2L, 6L,
## 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 6L, NA, 1L, NA, 3L, 6L, 2L, 4L, 4L, 4L, 1L,
## NA, NA, NA, NA, NA, 3L, 4L, 1L, NA, NA, NA, NA, NA, NA, 2L,
## NA, NA, 2L, NA, NA, NA, NA, 3L, NA, NA, 4L, NA, 5L, NA, NA,
## NA, NA, NA, 1L, NA, 3L, 2L, NA, NA, 3L, 4L, NA, NA, 5L, 3L,
## 2L, NA, NA, 3L, NA, 6L, NA, 5L, 6L, 1L, 1L, 1L, 3L, 2L, 2L,
## 3L, 5L, 2L, 2L, 5L, 6L, 3L, 4L, 4L, 2L, 2L, 3L, 5L, 2L, 1L,
## 1L, 4L, 4L, 3L, 3L, 3L, 3L, 5L, 2L, 5L, 5L, 2L, 3L, 1L, 1L,
## 3L, 1L, 3L, 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 4L, 6L, 3L, 2L, 1L, 3L, 4L, 3L, 3L, 1L, 4L, 2L,
## 2L, 4L, 1L, 2L, 3L, 5L, 1L, 3L, 4L, 4L, 4L, 5L, 1L, 6L, 4L,
## 6L, 4L, 2L, 4L, 4L, 5L, 2L, 3L, 2L, 2L, 4L, 1L, 4L, 2L, 4L,
## 4L, 1L, 1L, 2L, 1L, 2L, 3L, 2L, NA, 3L, 6L, 3L, 2L, 1L, 4L,
## 5L, 1L, 3L, 4L, 4L, 2L, 3L, 2L, 3L, 5L, NA, 2L, 1L, 2L, 2L,
## 3L, 5L, 6L, NA, 4L, 2L, 2L, 4L, 1L, 2L, 2L, 4L, 2L, 4L, 5L,
## 5L, 1L, 1L, 1L, 1L, 5L, 3L, 2L, 4L, 2L, 3L, 6L, 4L, 6L, 3L,
## 4L, 4L, 5L, 1L, 5L, 2L, 4L, 1L, 1L, 4L, 5L, 6L, 4L, 3L, 6L,
## 2L, 5L, 6L, 1L, 1L, 2L, 3L, 2L, 3L, 3L, 2L, 2L, 4L, 2L, 6L,
## 3L, 1L, 6L, 1L, 2L, 5L, 1L, 6L, 1L, 6L, 6L, 2L, 1L, 2L, 5L,
## 1L, 6L, 2L, 4L, 2L, 2L, 2L, 5L, 3L, 2L, 1L, 4L, 1L, 5L, 6L,
## 2L, 4L, 4L, 4L, 6L, 3L, 6L, 6L, NA, NA, NA, NA, 3L, 3L, 1L,
## 1L, 5L, 5L, 5L, 4L, 1L, 4L, 4L, 2L, 4L, 4L, 4L, 1L, 4L, 2L,
## 2L, 4L, 4L, 2L, 3L, NA, NA, 3L, 5L, 2L, 2L, 5L, 4L, 2L, 5L,
## 4L, 6L, 2L, 1L, 5L, 3L, 3L, 4L, 4L, 5L, NA, 1L, 1L, 5L, 1L,
## 1L, 5L, 6L, 4L, 4L, 2L, 4L, 5L, 1L, 4L, 1L, 3L, 3L, 3L, 6L,
## 2L, 3L, 2L, 3L, 1L, 1L, 2L, 5L, 3L, 2L, 5L, 2L, 3L, 2L, 3L,
## 1L, 2L, 5L, 4L, 2L, 6L, 3L, 2L, 3L, 3L, 5L, 2L, 5L, 5L, 2L,
## 3L, 3L, 2L, 3L, 4L, 2L, 3L, 2L, 3L, 5L, 4L, 3L, 2L, 3L, 2L,
## 2L, 1L, 3L, 1L, 2L, 2L, 2L, 6L, 3L, NA, 3L, 5L, NA, NA, 2L,
## NA, 1L, NA, 3L, 6L, 7L, 7L, 8L, 8L, 8L, 5L, 6L, 8L, 5L, 7L,
## 5L, 7L, 4L, 8L, 3L, 5L, 8L, 7L, 5L, 6L, 7L, 6L, 4L, 7L, 7L,
## 5L, 8L, 7L, 8L, 5L, 6L, 6L, 7L, 8L, 5L, 6L, 4L, 4L, 4L, 2L,
## 5L, 2L, 2L, 4L, 1L, 3L, 2L, 4L, 4L, 2L, 2L, 1L, 2L, 1L, 1L,
## 3L, 2L, 6L, 2L, 1L, 3L, 4L, 3L, 5L, 1L, 4L, 2L, 3L, 3L, 4L,
## 2L, 4L, 3L, 2L, 3L, 2L, 5L, 1L, 5L, 6L, 2L, 5L, 5L, 3L, 1L,
## 3L, 5L, 2L, 4L, 3L, 5L, 2L, 4L, 2L, 4L, 5L, 3L, 4L, 1L, 2L,
## 2L, 2L, 3L, 2L, 1L, 1L, 2L, 1L, 5L, 2L, 1L, 4L, 5L, 2L, 3L,
## 2L, 4L, 5L, 3L, 1L, 1L, 5L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L,
## 2L, 2L, 3L, 3L, 2L, 3L, 4L, 4L, 3L, 3L, 2L, 4L, 4L, 1L, 5L,
## 2L, 1L, 4L, 2L, 5L, 2L, 3L, 1L, 4L, 4L, 2L, 2L, 4L, 2L, 3L,
## 1L, 3L, 4L, 4L, 1L, 2L, 1L, 6L, 4L, 4L, 2L, 3L, 1L, 2L, 5L,
## 2L, 1L, 4L, 2L, 2L, 3L, 3L, 5L, 4L, 3L, 4L, 3L, 1L, 2L, 1L,
## 2L, 3L, 2L, 2L, 1L, 2L, NA, 3L, NA, NA, NA, 6L, NA, NA, 2L,
## 3L, NA, NA, NA, 5L, 5L, NA, NA, 2L, NA, NA, NA, NA, NA, 2L,
## NA, 3L, NA, NA, NA, NA, NA, 4L, 5L, NA, 1L, NA, NA, NA, 2L,
## 3L, NA, NA, NA, 2L, NA, NA, 3L, 3L, 2L, NA, NA), PWB_2 = c(1L,
## 5L, 4L, 5L, 4L, 5L, 3L, 5L, 2L, 5L, 3L, 6L, 3L, 5L, 2L, 4L,
## 6L, 3L, 3L, 3L, 3L, 6L, 4L, 5L, 4L, 4L, 4L, 3L, 3L, 2L, 6L,
## 2L, 2L, 5L, 3L, 2L, 5L, 4L, 3L, 2L, 3L, 1L, 3L, 4L, 6L, 2L,
## 2L, 3L, 2L, 5L, 4L, 3L, 3L, 4L, 4L, 3L, 1L, 3L, 2L, 2L, 5L,
## 2L, 1L, 3L, 6L, 4L, 6L, 3L, 3L, 2L, 4L, 2L, 3L, 2L, 2L, 4L,
## 1L, 4L, 6L, 4L, 2L, 2L, 3L, 1L, 4L, 2L, 5L, 3L, 3L, 3L, 6L,
## 3L, 2L, 2L, 4L, 6L, 5L, 3L, 6L, 4L, 4L, 4L, 3L, 2L, 5L, 5L,
## 4L, 2L, 4L, 5L, 2L, 5L, 5L, 3L, 3L, 1L, 6L, 1L, 3L, 2L, 4L,
## 3L, 3L, 3L, 2L, 5L, 6L, 6L, 4L, 2L, 1L, 5L, 5L, 3L, 5L, 1L,
## 2L, 1L, 2L, 2L, 3L, 2L, 6L, 2L, NA, 3L, 3L, 3L, 1L, NA, NA,
## NA, 5L, 1L, 3L, NA, NA, 3L, 3L, 5L, 3L, 4L, 2L, 3L, 5L, 2L,
## 1L, 2L, 4L, 2L, NA, 4L, NA, 1L, 3L, 3L, 2L, 2L, 6L, 3L, 3L,
## 3L, 6L, 4L, 6L, 4L, 4L, 4L, 5L, 2L, 2L, 4L, 3L, 2L, 3L, 4L,
## 3L, 2L, 2L, 2L, 4L, 1L, 5L, 3L, 5L, NA, NA, NA, NA, 3L, 5L,
## 4L, NA, 2L, 4L, 3L, 2L, 3L, 4L, 1L, NA, NA, NA, 3L, 1L, 2L,
## 3L, 2L, 2L, 1L, 5L, 2L, 5L, 2L, 1L, 4L, 2L, NA, NA, NA, 1L,
## 4L, 3L, NA, 3L, 4L, 5L, 3L, NA, NA, NA, NA, NA, 3L, 3L, NA,
## NA, NA, NA, 4L, NA, 5L, NA, 4L, NA, NA, 2L, NA, 4L, 4L, 1L,
## 5L, 2L, 3L, NA, 2L, 5L, 2L, NA, NA, 2L, 3L, NA, NA, 2L, 6L,
## 4L, 1L, 1L, NA, 2L, 1L, 4L, NA, 4L, 4L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 2L, NA, NA, 2L, 3L, NA, NA, 3L, NA, NA, NA,
## NA, 4L, 4L, NA, 2L, NA, NA, 2L, NA, 2L, 3L, NA, 4L, NA, NA,
## NA, 4L, 3L, NA, NA, 3L, NA, 4L, NA, 3L, NA, NA, 4L, NA, 3L,
## 2L, NA, 1L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 5L, 4L, 5L,
## NA, 4L, 2L, 4L, NA, 2L, NA, 4L, 3L, NA, 2L, NA, NA, NA, 4L,
## NA, 5L, 5L, NA, 2L, 5L, NA, NA, 2L, 5L, 3L, 4L, 4L, 2L, 3L,
## 4L, NA, NA, NA, NA, 3L, NA, NA, 6L, 2L, NA, NA, 1L, 3L, 1L,
## 2L, NA, NA, NA, 2L, NA, 2L, NA, NA, 4L, NA, 5L, NA, NA, 2L,
## 3L, 4L, 3L, 4L, NA, 4L, NA, 2L, 6L, 2L, NA, 1L, 5L, 4L, 3L,
## NA, NA, NA, NA, 2L, 2L, NA, NA, NA, 2L, 1L, NA, 4L, NA, 4L,
## 4L, NA, 2L, NA, 4L, 5L, NA, 2L, 3L, NA, NA, 2L, NA, 2L, 2L,
## NA, NA, 4L, 4L, 5L, NA, 1L, 2L, 6L, NA, 2L, NA, NA, NA, 1L,
## NA, NA, 2L, NA, 5L, 2L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA, NA, 6L, 1L,
## NA, NA, NA, 2L, 2L, NA, NA, 2L, 6L, 4L, 3L, 3L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, 1L, 2L, 6L,
## 5L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 2L, NA, 4L, 6L, 2L, 3L, 4L, 4L, 3L,
## NA, NA, NA, NA, NA, 5L, 4L, 2L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 2L, NA, NA, NA, NA, 2L, NA, NA, 3L, NA, 6L, NA, NA,
## NA, NA, NA, 2L, NA, 2L, 3L, NA, NA, 3L, 4L, NA, NA, 5L, 4L,
## 2L, NA, NA, 3L, NA, 5L, NA, 4L, 5L, 1L, 6L, 2L, 1L, 4L, 2L,
## 6L, 5L, 2L, 3L, 5L, 2L, 3L, 4L, 4L, 2L, 2L, 2L, 1L, 4L, 1L,
## 4L, 3L, 5L, 5L, 2L, 4L, 4L, 5L, 3L, 3L, 5L, 3L, 4L, 1L, 3L,
## 3L, 3L, 4L, 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 2L, 5L, 3L, 3L, 2L, 3L, 4L, 4L, 3L, 1L, 4L, 3L,
## 4L, 4L, 1L, 2L, 4L, 3L, 3L, 4L, 3L, 2L, 3L, 5L, 1L, 6L, 3L,
## 1L, 2L, 2L, 5L, 4L, 2L, 3L, 4L, 3L, 4L, 4L, 2L, 4L, 2L, 4L,
## 3L, 1L, 4L, 3L, 1L, 2L, 3L, 3L, NA, 3L, 6L, 4L, 4L, 1L, 2L,
## 4L, 1L, 2L, 4L, 5L, 2L, 3L, 3L, 3L, 4L, NA, 3L, 4L, 2L, 4L,
## 1L, 1L, 4L, NA, 3L, 2L, 2L, 4L, 1L, 3L, 5L, 4L, 3L, 2L, 5L,
## 5L, 3L, 1L, 1L, 6L, 5L, 3L, 2L, 4L, 2L, 4L, 3L, 3L, 3L, 2L,
## 4L, 2L, 5L, 1L, 2L, 2L, 3L, 1L, 1L, 5L, 2L, 6L, 4L, 5L, 6L,
## 4L, 4L, 6L, 1L, 2L, 3L, 3L, 2L, 3L, 2L, 2L, 2L, 5L, 1L, 5L,
## 2L, 1L, 6L, 1L, 2L, 5L, 2L, 5L, 2L, 1L, 4L, 2L, 5L, 3L, 6L,
## 2L, 6L, 5L, 4L, 2L, 2L, 4L, 4L, 6L, 2L, 5L, 4L, 1L, 4L, 3L,
## 2L, 4L, 4L, 6L, 6L, 4L, 6L, 5L, NA, NA, NA, NA, 4L, 1L, 1L,
## 1L, 4L, 5L, 5L, 4L, 1L, 3L, 4L, 2L, 4L, 4L, 3L, 1L, 3L, 5L,
## 2L, 5L, 4L, 2L, 5L, NA, NA, 3L, 5L, 5L, 2L, 4L, 4L, 2L, 5L,
## 5L, 5L, 1L, 4L, 5L, 2L, 4L, 1L, 4L, 5L, NA, 1L, 1L, 2L, 2L,
## 1L, 4L, 4L, 5L, 4L, 2L, 5L, 5L, 5L, 3L, 2L, 2L, 3L, 3L, 5L,
## 3L, 4L, 2L, 4L, 1L, 2L, 3L, 2L, 2L, 2L, 1L, 1L, 3L, 3L, 4L,
## 1L, 2L, 1L, 4L, 4L, 4L, 2L, 2L, 3L, 3L, 2L, 4L, 3L, 1L, 3L,
## 3L, 2L, 4L, 4L, 2L, 2L, 3L, 1L, 2L, 5L, 4L, 3L, 6L, 2L, 3L,
## 2L, 2L, 3L, 1L, 3L, 3L, 2L, 3L, 2L, NA, 3L, 2L, NA, NA, 2L,
## NA, 1L, NA, 3L, 7L, 4L, 1L, 1L, 1L, 1L, 6L, 7L, 1L, 5L, 1L,
## 4L, 7L, 5L, 1L, 5L, 5L, 2L, 1L, 7L, 2L, 5L, 3L, 8L, 4L, 1L,
## 5L, 6L, 5L, 1L, 8L, 6L, 8L, 3L, 1L, 4L, 1L, 2L, 5L, 4L, 2L,
## 2L, 3L, 3L, 4L, 2L, 4L, 4L, 4L, 4L, 2L, 3L, 1L, 2L, 1L, 4L,
## 3L, 3L, 6L, 4L, 1L, 3L, 2L, 4L, 4L, 1L, 4L, 2L, 2L, 3L, 5L,
## 3L, 3L, 3L, 3L, 1L, 2L, 4L, 4L, 1L, 4L, 4L, 6L, 3L, 4L, 3L,
## 2L, 5L, 1L, 2L, 3L, 5L, 5L, 4L, 3L, 5L, 4L, 3L, 2L, 2L, 2L,
## 2L, 2L, 5L, 2L, 2L, 1L, 3L, 3L, 5L, 4L, 2L, 5L, 2L, 2L, 3L,
## 1L, 5L, 2L, 2L, 1L, 2L, 4L, 2L, 2L, 3L, 1L, 3L, 3L, 1L, 2L,
## 3L, 2L, 2L, 5L, 2L, 6L, 2L, 3L, 4L, 2L, 4L, 2L, 3L, 4L, 6L,
## 2L, 2L, 3L, 2L, 5L, 2L, 4L, 4L, 4L, 2L, 3L, 2L, 2L, 3L, 2L,
## 2L, 2L, 4L, 4L, 4L, 2L, 2L, 6L, 2L, 2L, 3L, 2L, 1L, 3L, 3L,
## 3L, 3L, 4L, 2L, 4L, 3L, 4L, 5L, 5L, 3L, 3L, 3L, 2L, 1L, 1L,
## 2L, 3L, 3L, 2L, 1L, 2L, NA, 3L, NA, NA, NA, 6L, NA, NA, 4L,
## 2L, NA, NA, NA, 3L, 4L, NA, NA, 2L, NA, NA, NA, NA, NA, 3L,
## NA, 3L, NA, NA, NA, NA, NA, 6L, 5L, NA, 2L, NA, NA, NA, 3L,
## 6L, NA, NA, NA, 3L, NA, NA, 3L, 3L, 3L, NA, NA), PWB_3 = c(2L,
## 3L, 4L, 2L, 4L, 5L, 4L, 6L, 2L, 5L, 4L, 2L, 4L, 4L, 2L, 2L,
## 2L, 4L, 4L, 3L, 5L, 6L, 3L, 6L, 1L, 4L, 1L, 3L, 3L, 2L, 4L,
## 1L, 2L, 3L, 2L, 3L, 5L, 1L, 2L, 2L, 3L, 1L, 3L, 3L, 3L, 3L,
## 2L, 3L, 2L, 3L, 4L, 2L, 4L, 2L, 3L, 3L, 1L, 2L, 3L, 2L, 2L,
## 3L, 1L, 4L, 1L, 4L, 5L, 6L, 3L, 3L, 4L, 3L, 2L, 5L, 2L, 4L,
## 1L, 4L, 2L, 4L, 2L, 5L, 3L, 3L, 2L, 1L, 3L, 2L, 1L, 3L, 1L,
## 2L, 4L, 2L, 3L, 6L, 2L, 4L, 6L, 3L, 2L, 4L, 6L, 2L, 5L, 4L,
## 3L, 2L, 2L, 1L, 2L, 4L, 2L, 3L, 3L, 1L, 1L, 4L, 2L, 1L, 2L,
## 3L, 2L, 1L, 3L, 1L, 6L, 6L, 2L, 2L, 2L, 3L, 4L, 1L, 2L, 2L,
## 2L, 4L, 2L, 2L, 3L, 2L, 5L, 2L, NA, 1L, 1L, 2L, 2L, NA, NA,
## NA, 2L, 4L, 4L, NA, NA, 4L, 1L, 3L, 2L, 4L, 1L, 3L, 5L, 5L,
## 1L, 2L, 1L, 1L, NA, 3L, NA, 1L, 4L, 3L, 2L, 4L, 6L, 5L, 2L,
## 4L, 5L, 5L, 6L, 4L, 2L, 4L, 1L, 1L, 2L, 1L, 3L, 2L, 5L, 3L,
## 3L, 2L, 3L, 1L, 3L, 2L, 1L, 2L, 3L, NA, NA, NA, NA, 1L, 1L,
## 3L, NA, 5L, 3L, 4L, 1L, 2L, 5L, 1L, NA, NA, NA, 3L, 1L, 2L,
## 3L, 2L, 2L, 1L, 1L, 4L, 2L, 1L, 1L, 3L, 2L, NA, NA, NA, 2L,
## 2L, 4L, NA, 4L, 3L, 3L, 2L, NA, NA, NA, NA, NA, 2L, 1L, NA,
## NA, NA, NA, 4L, NA, 1L, NA, 5L, NA, NA, 2L, NA, 4L, 2L, 3L,
## 6L, 1L, 1L, NA, 1L, 1L, 3L, NA, NA, 2L, 4L, NA, NA, 4L, 3L,
## 6L, 2L, 2L, NA, 4L, 1L, 2L, NA, 5L, 4L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 5L, NA, NA, 4L, 3L, NA, NA, 1L, NA, NA, NA,
## NA, 4L, 5L, NA, 4L, NA, NA, 2L, NA, 2L, 5L, NA, 4L, NA, NA,
## NA, 4L, 3L, NA, NA, 4L, NA, 2L, NA, 2L, NA, NA, 3L, NA, 4L,
## 2L, NA, 2L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 4L, 1L, 2L,
## NA, 3L, 1L, 1L, NA, 2L, NA, 4L, 1L, NA, 3L, NA, NA, NA, 3L,
## NA, 3L, 5L, NA, 1L, 5L, NA, NA, 2L, 4L, 1L, 2L, 3L, 1L, 2L,
## 4L, NA, NA, NA, NA, 2L, NA, NA, 6L, 1L, NA, NA, 5L, 4L, 1L,
## 4L, NA, NA, NA, 2L, NA, 4L, NA, NA, 4L, NA, 1L, NA, NA, 6L,
## 4L, 1L, 2L, 3L, NA, 6L, NA, 4L, 4L, 1L, NA, 2L, 5L, 4L, 5L,
## NA, NA, NA, NA, 2L, 2L, NA, NA, NA, 2L, 3L, NA, 2L, NA, 3L,
## 3L, NA, 2L, NA, 4L, 2L, NA, 6L, 2L, NA, NA, 1L, NA, 2L, 2L,
## NA, NA, 4L, 3L, 3L, NA, 2L, 1L, 3L, NA, 5L, NA, NA, NA, 4L,
## NA, NA, 6L, NA, 4L, 3L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 6L, 1L,
## NA, NA, NA, 2L, 2L, NA, NA, 2L, 3L, 1L, 2L, 1L, 2L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 3L, 3L, 2L,
## 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 2L, NA, 4L, NA, 1L, 6L, 3L, 5L, 4L, 2L, 3L,
## NA, NA, NA, NA, NA, 5L, 4L, 3L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 3L, NA, NA, NA, NA, 3L, NA, NA, 4L, NA, 4L, NA, NA,
## NA, NA, NA, 1L, NA, 1L, 4L, NA, NA, 3L, 4L, NA, NA, 5L, 2L,
## 2L, NA, NA, 4L, NA, 5L, NA, 5L, 5L, 1L, 6L, 2L, 2L, 6L, 3L,
## 3L, 3L, 2L, 5L, 5L, 2L, 4L, 4L, 2L, 2L, 3L, 4L, 3L, 2L, 2L,
## 2L, 5L, 3L, 4L, 2L, 2L, 1L, 5L, 4L, 4L, 5L, 3L, 4L, 1L, 1L,
## 3L, 4L, 2L, 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 2L, 3L, 2L, 2L, 1L, 3L, 3L, 1L, 1L, 1L, 3L, 2L,
## 2L, 4L, 1L, 2L, 1L, 1L, 4L, 5L, 2L, 3L, 5L, 2L, 1L, 4L, 2L,
## 1L, 4L, 2L, 2L, 2L, 2L, 3L, 4L, 3L, 2L, 4L, 2L, 2L, 3L, 5L,
## 2L, 6L, 1L, 2L, 1L, 2L, 2L, 3L, NA, 2L, 6L, 2L, 3L, 1L, 1L,
## 2L, 1L, 2L, 4L, 1L, 2L, 1L, 1L, 2L, 3L, NA, 2L, 2L, 1L, 4L,
## 1L, 2L, 3L, NA, 3L, 2L, 2L, 4L, 1L, 2L, 2L, 3L, 4L, 2L, 5L,
## 5L, 1L, 3L, 1L, 1L, 5L, 2L, 1L, 1L, 2L, 2L, 6L, 3L, 5L, 5L,
## 2L, 1L, 2L, 1L, 4L, 1L, 2L, 1L, 1L, 4L, 2L, 2L, 2L, 4L, 6L,
## 1L, 3L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 4L, 4L, 2L, 6L,
## 1L, 1L, 6L, 1L, 2L, 5L, 2L, 6L, 1L, 1L, 4L, 2L, 3L, 2L, 5L,
## 2L, 6L, 2L, 2L, 4L, 2L, 2L, 2L, 3L, 2L, 1L, 3L, 1L, 3L, 3L,
## 1L, 3L, 2L, 4L, 6L, 4L, 6L, 5L, NA, NA, NA, NA, 4L, 3L, 1L,
## 1L, 4L, 5L, 5L, 3L, 1L, 4L, 4L, 2L, 1L, 4L, 3L, 1L, 2L, 4L,
## 2L, 2L, 4L, 2L, 5L, NA, NA, 3L, 5L, 5L, 2L, 2L, 2L, 2L, 4L,
## 4L, 3L, 1L, 4L, 5L, 2L, 4L, 1L, 4L, 5L, NA, 1L, 1L, 1L, 2L,
## 3L, 1L, 1L, 1L, 3L, 4L, 1L, 3L, 1L, 3L, 1L, 1L, 2L, 4L, 3L,
## 1L, 2L, 5L, 3L, 2L, 2L, 2L, 5L, 2L, 1L, 5L, 2L, 2L, 2L, 4L,
## 1L, 2L, 1L, 4L, 4L, 6L, 3L, 2L, 3L, 5L, 2L, 4L, 1L, 4L, 2L,
## 1L, 1L, 1L, 1L, 1L, 2L, 2L, 3L, 2L, 3L, 1L, 3L, 3L, 2L, 4L,
## 3L, 2L, 3L, 1L, 1L, 4L, 2L, 1L, 2L, NA, 2L, 2L, NA, NA, 2L,
## NA, 1L, NA, 3L, 7L, 7L, 7L, 8L, 8L, 8L, 2L, 6L, 8L, 5L, 8L,
## 1L, 6L, 5L, 8L, 5L, 5L, 8L, 7L, 5L, 6L, 6L, 6L, 4L, 7L, 8L,
## 5L, 5L, 7L, 8L, 7L, 7L, 5L, 8L, 8L, 5L, 1L, 4L, 2L, 2L, 2L,
## 2L, 3L, 3L, 4L, 2L, 4L, 2L, 2L, 5L, 3L, 2L, 1L, 2L, 6L, 1L,
## 2L, 3L, 6L, 3L, 1L, 2L, 1L, 2L, 2L, 1L, 4L, 2L, 2L, 1L, 1L,
## 1L, 2L, 2L, 2L, 1L, 1L, 3L, 2L, 2L, 3L, 4L, 5L, 5L, 4L, 1L,
## 5L, 4L, 3L, 5L, 3L, 4L, 2L, 3L, 2L, 6L, 3L, 2L, 3L, 3L, 1L,
## 3L, 2L, 2L, 1L, 1L, 1L, 3L, 1L, 2L, 3L, 4L, 5L, 1L, 3L, 2L,
## 4L, 2L, 1L, 4L, 3L, 2L, 3L, 2L, 3L, 2L, 1L, 3L, 3L, 3L, 2L,
## 2L, 1L, 2L, 4L, 2L, 4L, 1L, 4L, 4L, 3L, 4L, 1L, 4L, 2L, 4L,
## 2L, 4L, 2L, 1L, 3L, 6L, 3L, 5L, 4L, 2L, 2L, 1L, 2L, 2L, 4L,
## 1L, 2L, 1L, 3L, 3L, 3L, 3L, 5L, 2L, 4L, 3L, 2L, 2L, 2L, 2L,
## 4L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 5L, 3L, 4L, 2L, 2L, 2L, 1L,
## 2L, 1L, 2L, 2L, 1L, 2L, NA, 2L, NA, NA, NA, 5L, NA, NA, 3L,
## 2L, NA, NA, NA, 2L, 2L, NA, NA, 3L, NA, NA, NA, NA, NA, 5L,
## NA, 3L, NA, NA, NA, NA, NA, 2L, 1L, NA, 1L, NA, NA, NA, 3L,
## 4L, NA, NA, NA, 2L, NA, NA, 2L, 2L, 2L, NA, NA), PWB_4 = c(4L,
## 3L, 5L, 2L, 4L, 5L, 3L, 6L, 2L, 5L, 3L, 2L, 5L, 4L, 2L, 4L,
## 5L, 5L, 5L, 3L, 5L, 6L, 3L, 5L, 1L, 4L, 1L, 4L, 3L, 2L, 4L,
## 2L, 2L, 3L, 2L, 4L, 2L, 2L, 3L, 5L, 3L, 2L, 4L, 3L, 5L, 5L,
## 1L, 5L, 5L, 4L, 4L, 3L, 6L, 3L, 1L, 4L, 1L, 3L, 2L, 4L, 5L,
## 3L, 4L, 4L, 1L, 3L, 3L, 6L, 4L, 3L, 4L, 3L, 2L, 3L, 2L, 4L,
## 1L, 5L, 5L, 4L, 2L, 3L, 3L, 1L, 4L, 2L, 5L, 2L, 2L, 3L, 1L,
## 5L, 3L, 3L, 5L, 6L, 2L, 4L, 6L, 4L, 2L, 4L, 6L, 2L, 5L, 4L,
## 3L, 3L, 2L, 1L, 2L, 2L, 3L, 3L, 4L, 1L, 4L, 1L, 2L, 3L, 4L,
## 3L, 2L, 2L, 4L, 5L, 6L, 6L, 5L, 5L, 1L, 3L, 4L, 2L, 5L, 6L,
## 2L, 4L, 1L, 1L, 4L, 1L, 4L, 3L, NA, 1L, 2L, 5L, 2L, NA, NA,
## NA, 1L, 5L, 4L, NA, NA, 5L, 4L, 5L, 2L, 4L, 2L, 5L, 5L, 4L,
## 5L, 1L, 3L, 3L, NA, 5L, NA, 1L, 4L, 3L, 2L, 1L, 6L, 4L, 3L,
## 3L, 6L, 1L, 6L, 3L, 3L, 5L, 1L, 1L, 3L, 1L, 2L, 2L, 5L, 4L,
## 4L, 1L, 1L, 1L, 3L, 1L, 5L, 2L, 4L, NA, NA, NA, NA, 3L, 1L,
## 3L, NA, 5L, 2L, 4L, 1L, 2L, 5L, 1L, NA, NA, NA, 3L, 3L, 1L,
## 3L, 4L, 3L, 1L, 4L, 2L, 2L, 1L, 1L, 1L, 2L, NA, NA, NA, 3L,
## 4L, 4L, NA, 2L, 4L, 4L, 2L, NA, NA, NA, NA, NA, 3L, 1L, NA,
## NA, NA, NA, 4L, NA, 2L, NA, 4L, NA, NA, 1L, NA, 4L, 1L, 2L,
## 3L, 2L, 1L, NA, 1L, 1L, 6L, NA, NA, 1L, 4L, NA, NA, 3L, 5L,
## 6L, 1L, 1L, NA, 2L, 2L, 4L, NA, 5L, 4L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 6L, NA, NA, 3L, 3L, NA, NA, 3L, NA, NA, NA,
## NA, 4L, 4L, NA, 4L, NA, NA, 4L, NA, 2L, 3L, NA, 2L, NA, NA,
## NA, 4L, 2L, NA, NA, 3L, NA, 2L, NA, 3L, NA, NA, 3L, NA, 2L,
## 5L, NA, 1L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 5L, 2L, 4L,
## NA, 3L, 2L, 6L, NA, 2L, NA, 4L, 1L, NA, 3L, NA, NA, NA, 2L,
## NA, 5L, 5L, NA, 2L, 2L, NA, NA, 2L, 4L, 2L, 5L, 2L, 2L, 2L,
## 5L, NA, NA, NA, NA, 2L, NA, NA, 6L, 2L, NA, NA, 1L, 3L, 1L,
## 3L, NA, NA, NA, 2L, NA, 4L, NA, NA, 4L, NA, 2L, NA, NA, 6L,
## 2L, 1L, 2L, 5L, NA, 5L, NA, 5L, 6L, 1L, NA, 3L, 5L, 3L, 5L,
## NA, NA, NA, NA, 2L, 4L, NA, NA, NA, 2L, 1L, NA, 5L, NA, 5L,
## 4L, NA, 1L, NA, 4L, 2L, NA, 6L, 3L, NA, NA, 1L, NA, 6L, 2L,
## NA, NA, 6L, 5L, 4L, NA, 1L, 2L, 4L, NA, 6L, NA, NA, NA, 6L,
## NA, NA, 4L, NA, 4L, 2L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 6L, 1L,
## NA, NA, NA, 3L, 2L, NA, NA, 2L, 1L, 2L, 2L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 3L, 3L, 4L,
## 2L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 2L, NA, 1L, NA, 1L, 6L, 3L, 1L, 4L, 2L, 2L,
## NA, NA, NA, NA, NA, 3L, 4L, 2L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 5L, NA, NA, NA, NA, 4L, NA, NA, 4L, NA, 4L, NA, NA,
## NA, NA, NA, 2L, NA, 4L, 3L, NA, NA, 3L, 3L, NA, NA, 5L, 2L,
## 2L, NA, NA, 3L, NA, 5L, NA, 3L, 6L, 1L, 5L, 1L, 1L, 6L, 3L,
## 4L, 5L, 4L, 1L, 5L, 2L, 4L, 2L, 2L, 2L, 4L, 4L, 4L, 1L, 6L,
## 3L, 5L, 3L, 4L, 2L, 1L, 2L, 5L, 4L, 2L, 2L, 4L, 6L, 1L, 1L,
## 2L, 2L, 3L, 2L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 1L, 2L, 2L, 2L, 1L, 3L, 4L, 3L, 3L, 1L, 3L, 2L,
## 2L, 4L, 6L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 3L, 3L, 1L, 4L, 5L,
## 2L, 2L, 4L, 2L, 4L, 5L, 5L, 3L, 3L, 2L, 4L, 2L, 2L, 3L, 4L,
## 4L, 4L, 1L, 2L, 1L, 1L, 3L, 2L, NA, 2L, 6L, 1L, 3L, 1L, 4L,
## 2L, 1L, 1L, 2L, 3L, 3L, 1L, 1L, 2L, 6L, NA, 3L, 2L, 1L, 2L,
## 1L, 4L, 4L, NA, 3L, 3L, 2L, 3L, 1L, 2L, 2L, 4L, 5L, 3L, 5L,
## 5L, 1L, 2L, 1L, 3L, 5L, 4L, 1L, 4L, 5L, 2L, 2L, 4L, 5L, 2L,
## 5L, 2L, 6L, 1L, 1L, 1L, 4L, 1L, 5L, 6L, 2L, 4L, 2L, 3L, 6L,
## 1L, 3L, 1L, 1L, 1L, 2L, 5L, 2L, 1L, 1L, 1L, 5L, 4L, 2L, 5L,
## 2L, 1L, 6L, 1L, 2L, 5L, 2L, 6L, 2L, 1L, 3L, 3L, 1L, 2L, 5L,
## 1L, 6L, 2L, 2L, 1L, 2L, 3L, 3L, 3L, 2L, 2L, 3L, 1L, 4L, 1L,
## 4L, 4L, 5L, 4L, 6L, 1L, 6L, 5L, NA, NA, NA, NA, 3L, 3L, 1L,
## 1L, 4L, 4L, 4L, 3L, 1L, 4L, 4L, 5L, 1L, 4L, 3L, 1L, 2L, 5L,
## 2L, 1L, 4L, 4L, 5L, NA, NA, 3L, 3L, 5L, 2L, 1L, 2L, 2L, 5L,
## 4L, 1L, 3L, 6L, 4L, 2L, 5L, 1L, 4L, 5L, NA, 1L, 1L, 2L, 2L,
## 1L, 2L, 1L, 5L, 4L, 3L, 1L, 4L, 4L, 3L, 4L, 2L, 3L, 3L, 5L,
## 3L, 1L, 5L, 3L, 2L, 4L, 1L, 5L, 3L, 2L, 3L, 1L, 5L, 3L, 4L,
## 1L, 2L, 5L, 4L, 3L, 6L, 4L, 4L, 2L, 4L, 2L, 4L, 2L, 6L, 4L,
## 2L, 1L, 2L, 4L, 1L, 2L, 3L, 3L, 3L, 4L, 4L, 4L, 2L, 4L, 4L,
## 4L, 4L, 3L, 6L, 1L, 2L, 2L, 4L, 4L, NA, 3L, 2L, NA, NA, 2L,
## NA, 1L, NA, 3L, 3L, 3L, 4L, 4L, 1L, 3L, 2L, 6L, 1L, 5L, 1L,
## 5L, 6L, 5L, 1L, 6L, 6L, 2L, 1L, 4L, 3L, 3L, 2L, 7L, 3L, 2L,
## 5L, 1L, 2L, 1L, 3L, 4L, 8L, 3L, 5L, 3L, 2L, 2L, 2L, 4L, 4L,
## 5L, 5L, 3L, 4L, 2L, 3L, 2L, 2L, 4L, 3L, 2L, 1L, 1L, 4L, 1L,
## 3L, 2L, 6L, 3L, 1L, 2L, 4L, 1L, 2L, 1L, 2L, 3L, 1L, 1L, 3L,
## 1L, 4L, 2L, 3L, 1L, 1L, 6L, 2L, 4L, 4L, 2L, 6L, 4L, 3L, 2L,
## 2L, 5L, 2L, 3L, 4L, 2L, 1L, 4L, 1L, 5L, 4L, 2L, 4L, 2L, 1L,
## 4L, 4L, 5L, 1L, 2L, 1L, 3L, 2L, 4L, 3L, 4L, 2L, 5L, 5L, 4L,
## 2L, 2L, 2L, 5L, 1L, 1L, 4L, 2L, 4L, 3L, 2L, 2L, 4L, 2L, 6L,
## 2L, 2L, 3L, 2L, 2L, 1L, 1L, 5L, 2L, 4L, 1L, 3L, 6L, 4L, 5L,
## 3L, 6L, 4L, 1L, 1L, 3L, 3L, 4L, 3L, 2L, 6L, 1L, 2L, 1L, 3L,
## 3L, 5L, 4L, 5L, 2L, 2L, 4L, 4L, 4L, 4L, 4L, 2L, 2L, 2L, 2L,
## 2L, 2L, 4L, 2L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 2L, 2L, 2L, 2L,
## 4L, 1L, 1L, 3L, 1L, 4L, NA, 3L, NA, NA, NA, 2L, NA, NA, 4L,
## 4L, NA, NA, NA, 4L, 4L, NA, NA, 3L, NA, NA, NA, NA, NA, 5L,
## NA, 3L, NA, NA, NA, NA, NA, 6L, 1L, NA, 2L, NA, NA, NA, 5L,
## 4L, NA, NA, NA, 5L, NA, NA, 3L, 4L, 3L, NA, NA), PWB_5 = c(5L,
## 6L, 5L, 3L, 4L, 4L, 3L, 6L, 1L, 5L, 3L, 2L, 4L, 3L, 2L, 3L,
## 6L, 4L, 2L, 3L, 2L, 6L, 3L, 5L, 2L, 3L, 1L, 3L, 2L, 2L, 5L,
## 4L, 1L, 3L, 3L, 3L, 4L, 1L, 2L, 3L, 2L, 2L, 3L, 3L, 2L, 2L,
## 2L, 4L, 1L, 6L, 4L, 2L, 6L, 2L, 1L, 3L, 2L, 3L, 4L, 2L, 4L,
## 2L, 3L, 3L, 1L, 2L, 4L, 1L, 3L, 4L, 4L, 2L, 4L, 4L, 3L, 4L,
## 1L, 3L, 3L, 4L, 2L, 4L, 1L, 1L, 3L, 1L, 3L, 1L, 2L, 5L, 1L,
## 2L, 2L, 2L, 2L, 6L, 2L, 4L, 6L, 3L, 3L, 4L, 6L, 2L, 5L, 3L,
## 3L, 2L, 4L, 5L, 3L, 2L, 2L, 4L, 2L, 1L, 2L, 1L, 4L, 1L, 2L,
## 4L, 1L, 3L, 2L, 2L, 6L, 6L, 4L, 2L, 1L, 3L, 4L, 3L, 1L, 2L,
## 1L, 2L, 3L, 1L, 3L, 1L, 2L, 4L, NA, 1L, 1L, 3L, 2L, NA, NA,
## NA, 5L, 2L, 4L, NA, NA, 4L, 3L, 4L, 2L, 2L, 2L, 2L, 5L, 4L,
## 2L, 2L, 1L, 2L, NA, 3L, NA, 1L, 3L, 4L, 2L, 4L, 6L, 3L, 2L,
## 4L, 5L, 3L, 6L, 3L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 4L,
## 2L, 3L, 2L, 1L, 2L, 1L, 2L, 3L, 5L, NA, NA, NA, NA, 2L, 1L,
## 2L, NA, 1L, 2L, 3L, 1L, 2L, 6L, 1L, NA, NA, NA, 3L, 4L, 1L,
## 3L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, NA, NA, NA, 2L,
## 1L, 3L, NA, 3L, 3L, 3L, 2L, NA, NA, NA, NA, NA, 2L, 4L, NA,
## NA, NA, NA, 2L, NA, 1L, NA, 5L, NA, NA, 3L, NA, 6L, 1L, 2L,
## 4L, 1L, 1L, NA, 1L, 1L, 2L, NA, NA, 1L, 4L, NA, NA, 3L, 1L,
## 6L, 1L, 1L, NA, 3L, 1L, 2L, NA, 4L, 3L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 4L, NA, NA, 1L, 2L, NA, NA, 2L, NA, NA, NA,
## NA, 3L, 5L, NA, 2L, NA, NA, 4L, NA, 2L, 6L, NA, 5L, NA, NA,
## NA, 4L, 1L, NA, NA, 4L, NA, 5L, NA, 4L, NA, NA, 4L, NA, 2L,
## 5L, NA, 2L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 6L, 4L, 5L,
## NA, 3L, 1L, 2L, NA, 1L, NA, 4L, 1L, NA, 4L, NA, NA, NA, 1L,
## NA, 4L, 3L, NA, 6L, 2L, NA, NA, 3L, 5L, 2L, 4L, 2L, 1L, 2L,
## 4L, NA, NA, NA, NA, 2L, NA, NA, 6L, 2L, NA, NA, 2L, 4L, 1L,
## 3L, NA, NA, NA, 1L, NA, 5L, NA, NA, 4L, NA, 2L, NA, NA, 5L,
## 4L, 1L, 4L, 4L, NA, 5L, NA, 4L, 6L, 1L, NA, 3L, 6L, 4L, 5L,
## NA, NA, NA, NA, 2L, 2L, NA, NA, NA, 4L, 1L, NA, 5L, NA, 1L,
## 3L, NA, 2L, NA, 4L, 2L, NA, 6L, 1L, NA, NA, 1L, NA, 4L, 2L,
## NA, NA, 1L, 4L, 5L, NA, 3L, 1L, 6L, NA, 2L, NA, NA, NA, 6L,
## NA, NA, 5L, NA, 4L, 3L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 6L, 4L,
## NA, NA, NA, 3L, 2L, NA, NA, 2L, 1L, 1L, 2L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, 1L, 3L, 3L,
## 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 2L, NA, 4L, 6L, 3L, 5L, 4L, 2L, 1L,
## NA, NA, NA, NA, NA, 4L, 4L, 2L, NA, NA, NA, NA, NA, NA, 2L,
## NA, NA, 4L, NA, NA, NA, NA, 2L, NA, NA, 3L, NA, 5L, NA, NA,
## NA, NA, NA, 1L, NA, 2L, 3L, NA, NA, 3L, 4L, NA, NA, 5L, 2L,
## 2L, NA, NA, 3L, NA, 4L, NA, 1L, 5L, 1L, 6L, 2L, 2L, 5L, 2L,
## 4L, 5L, 2L, 2L, 5L, 1L, 2L, 1L, 2L, 2L, 1L, 4L, 4L, 2L, 1L,
## 4L, 3L, 5L, 6L, 2L, 3L, 1L, 5L, 3L, 3L, 3L, 2L, 3L, 1L, 1L,
## 3L, 3L, 3L, 2L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 4L, 6L, 2L, 2L, 1L, 3L, 4L, 1L, 4L, 1L, 3L, 3L,
## 2L, 4L, 1L, 2L, 1L, 1L, 1L, 5L, 2L, 2L, 1L, 4L, 1L, 6L, 1L,
## 1L, 2L, 2L, 2L, 4L, 2L, 2L, 4L, 3L, 2L, 4L, 1L, 3L, 1L, 2L,
## 6L, 6L, 2L, 3L, 1L, 1L, 4L, 2L, NA, 2L, 6L, 2L, 2L, 1L, 1L,
## 3L, 1L, 4L, 4L, 2L, 2L, 1L, 1L, 1L, 3L, NA, 2L, 2L, 1L, 3L,
## 1L, 5L, 6L, NA, 3L, 2L, 2L, 4L, 1L, 2L, 3L, 4L, 3L, 3L, 5L,
## 5L, 1L, 2L, 1L, 1L, 4L, 2L, 1L, 3L, 2L, 2L, 1L, 4L, 4L, 2L,
## 4L, 1L, 6L, 1L, 2L, 1L, 4L, 1L, 1L, 5L, 2L, 5L, 2L, 3L, 6L,
## 2L, 2L, 6L, 1L, 6L, 2L, 2L, 2L, 1L, 2L, 1L, 3L, 1L, 6L, 5L,
## 1L, 1L, 6L, 1L, 2L, 5L, 2L, 6L, 1L, 5L, 4L, 2L, 5L, 2L, 6L,
## 1L, 6L, 1L, 1L, 1L, 2L, 4L, 3L, 3L, 2L, 1L, 4L, 1L, 5L, 3L,
## 1L, 2L, 1L, 4L, 6L, 4L, 6L, 2L, NA, NA, NA, NA, 4L, 4L, 1L,
## 1L, 5L, 5L, 5L, 3L, 1L, 3L, 4L, 5L, 3L, 4L, 3L, 1L, 5L, 1L,
## 2L, 1L, 3L, 2L, 5L, NA, NA, 3L, 5L, 5L, 2L, 4L, 1L, 2L, 5L,
## 2L, 5L, 1L, 6L, 4L, 2L, 5L, 1L, 4L, 5L, NA, 1L, 1L, 3L, 2L,
## 2L, 4L, 3L, 1L, 4L, 3L, 1L, 3L, 1L, 3L, 2L, 2L, 4L, 3L, 3L,
## 2L, 1L, 2L, 3L, 2L, 3L, 1L, 5L, 3L, 2L, 2L, 2L, 3L, 2L, 2L,
## 1L, 2L, 2L, 4L, 2L, 4L, 2L, 3L, 1L, 4L, 2L, 5L, 2L, 1L, 2L,
## 2L, 4L, 1L, 2L, 3L, 5L, 4L, 2L, 1L, 3L, 1L, 2L, 2L, 2L, 3L,
## 2L, 1L, 4L, 1L, 1L, 4L, 1L, 2L, 2L, NA, 4L, 2L, NA, NA, 2L,
## NA, 1L, NA, 3L, 4L, 6L, 6L, 7L, 6L, 8L, 4L, 3L, 8L, 5L, 8L,
## 6L, 7L, 3L, 8L, 4L, 4L, 7L, 7L, 4L, 4L, 5L, 4L, 3L, 6L, 7L,
## 5L, 8L, 7L, 8L, 6L, 6L, 4L, 7L, 8L, 5L, 1L, 2L, 2L, 4L, 2L,
## 2L, 2L, 3L, 4L, 1L, 4L, 2L, 3L, 2L, 1L, 3L, 1L, 1L, 6L, 2L,
## 4L, 2L, 6L, 2L, 1L, 2L, 1L, 2L, 3L, 1L, 4L, 2L, 4L, 1L, 2L,
## 1L, 6L, 1L, 2L, 1L, 1L, 3L, 2L, 5L, 6L, 3L, 6L, 5L, 3L, 4L,
## 2L, 4L, 4L, 2L, 4L, 5L, 2L, 3L, 2L, 2L, 3L, 3L, 4L, 3L, 2L,
## 3L, 3L, 2L, 2L, 2L, 1L, 2L, 3L, 4L, 2L, 4L, 2L, 4L, 4L, 4L,
## 2L, 4L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 3L, 4L, 2L, 1L,
## 4L, 3L, 3L, 1L, 3L, 6L, 2L, 5L, 4L, 1L, 3L, 2L, 3L, 2L, 6L,
## 1L, 6L, 2L, 2L, 5L, 2L, 5L, 2L, 3L, 4L, 2L, 1L, 3L, 1L, 2L,
## 1L, 3L, 5L, 1L, 4L, 2L, 3L, 1L, 2L, 3L, 5L, 4L, 3L, 2L, 2L,
## 4L, 2L, 2L, 2L, 1L, 2L, 3L, 2L, 4L, 4L, 5L, 3L, 2L, 4L, 2L,
## 6L, 1L, 1L, 2L, 5L, 2L, NA, 3L, NA, NA, NA, 5L, NA, NA, 3L,
## 2L, NA, NA, NA, 4L, 3L, NA, NA, 4L, NA, NA, NA, NA, NA, 3L,
## NA, 4L, NA, NA, NA, NA, NA, 5L, 2L, NA, 2L, NA, NA, NA, 3L,
## 5L, NA, NA, NA, 2L, NA, NA, 1L, 2L, 3L, NA, NA), PWB_6 = c(4L,
## 1L, 4L, 5L, 4L, 4L, 3L, 6L, 5L, 5L, 5L, 4L, 4L, 5L, 6L, 5L,
## 4L, 2L, 5L, 3L, 1L, 6L, 5L, 4L, 6L, 4L, 6L, 4L, 5L, 6L, 4L,
## 4L, 6L, 4L, 6L, 3L, 4L, 6L, 5L, 5L, 4L, 6L, 4L, 4L, 4L, 2L,
## 4L, 3L, 5L, 5L, 4L, 4L, 1L, 6L, 5L, 3L, 4L, 3L, 4L, 5L, 3L,
## 4L, 4L, 4L, 6L, 3L, 4L, 1L, 3L, 4L, 4L, 4L, 6L, 4L, 4L, 4L,
## 6L, 4L, 3L, 4L, 6L, 2L, 6L, 5L, 5L, 6L, 5L, 5L, 6L, 6L, 4L,
## 3L, 5L, 3L, 5L, 6L, 6L, 4L, 6L, 4L, 3L, 5L, 3L, 5L, 5L, 4L,
## 3L, 4L, 5L, 4L, 4L, 4L, 4L, 3L, 4L, 1L, 6L, 6L, 4L, 6L, 4L,
## 4L, 5L, 5L, 4L, 6L, 1L, 1L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 4L,
## 5L, 6L, 6L, 6L, 4L, 4L, 3L, 5L, NA, 6L, 5L, 4L, 5L, NA, NA,
## NA, 6L, 5L, 6L, NA, NA, 5L, 5L, 4L, 2L, 5L, 5L, 6L, 4L, 4L,
## 5L, 6L, 5L, 5L, NA, 6L, NA, 6L, 5L, 3L, 5L, 2L, 6L, 5L, 6L,
## 4L, 6L, 6L, 3L, 4L, 3L, 3L, 6L, 6L, 5L, 6L, 4L, 5L, 5L, 3L,
## 5L, 6L, 5L, 6L, 5L, 6L, 6L, 5L, 5L, NA, NA, NA, NA, 5L, 5L,
## 5L, NA, 6L, 3L, 4L, 6L, 4L, 4L, 6L, NA, NA, NA, 4L, 3L, 6L,
## 4L, 3L, 5L, 4L, 5L, 5L, 5L, 5L, 6L, 4L, 5L, NA, NA, NA, 4L,
## 6L, 4L, NA, 5L, 4L, 5L, 5L, NA, NA, NA, NA, NA, 4L, 4L, NA,
## NA, NA, NA, 5L, NA, 4L, NA, 4L, NA, NA, 6L, NA, 3L, 5L, 5L,
## 6L, 6L, 5L, NA, 5L, 6L, 5L, NA, NA, 6L, 3L, NA, NA, 4L, 6L,
## 6L, 6L, 6L, NA, 5L, 5L, 5L, NA, 2L, 4L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 2L, NA, NA, 6L, 4L, NA, NA, 6L, NA, NA, NA,
## NA, 3L, 4L, NA, 2L, NA, NA, 4L, NA, 5L, 4L, NA, 4L, NA, NA,
## NA, 3L, 5L, NA, NA, 4L, NA, 4L, NA, 2L, NA, NA, 3L, NA, 5L,
## 4L, NA, 5L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 1L, 5L, 4L,
## NA, 5L, 6L, 4L, NA, 5L, NA, 3L, 5L, NA, 3L, NA, NA, NA, 5L,
## NA, 5L, 2L, NA, 6L, 4L, NA, NA, 5L, 4L, 4L, 4L, 5L, 6L, 4L,
## 4L, NA, NA, NA, NA, 5L, NA, NA, 6L, 4L, NA, NA, 6L, 5L, 6L,
## 5L, NA, NA, NA, 5L, NA, 4L, NA, NA, 2L, NA, 5L, NA, NA, 3L,
## 3L, 5L, 5L, 3L, NA, 3L, NA, 3L, 1L, 6L, NA, 2L, 5L, 5L, 3L,
## NA, NA, NA, NA, 5L, 6L, NA, NA, NA, 4L, 6L, NA, 4L, NA, 5L,
## 4L, NA, 6L, NA, 3L, 6L, NA, 3L, 4L, NA, NA, 5L, NA, 4L, 5L,
## NA, NA, 3L, 4L, 5L, NA, 4L, 6L, 3L, NA, 6L, NA, NA, NA, 1L,
## NA, NA, 2L, NA, 4L, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, NA, NA, 6L, 6L,
## NA, NA, NA, 5L, 4L, NA, NA, 5L, 6L, 6L, 5L, 6L, 4L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, 1L, 3L, 2L,
## 5L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 5L, NA, 6L, 6L, 3L, 4L, 4L, 5L, 5L,
## NA, NA, NA, NA, NA, 3L, 4L, 5L, NA, NA, NA, NA, NA, NA, 6L,
## NA, NA, 4L, NA, NA, NA, NA, 3L, NA, NA, 4L, NA, 4L, NA, NA,
## NA, NA, NA, 6L, NA, 5L, 4L, NA, NA, 3L, 4L, NA, NA, 5L, 5L,
## 5L, NA, NA, 3L, NA, 5L, NA, 6L, 4L, 1L, 3L, 6L, 4L, 2L, 4L,
## 4L, 3L, 6L, 5L, 5L, 5L, 4L, 6L, 5L, 5L, 4L, 4L, 4L, 6L, 6L,
## 4L, 3L, 1L, 5L, 5L, 6L, 4L, 5L, 4L, 4L, 5L, 5L, 5L, 5L, 5L,
## 4L, 5L, 4L, 3L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 5L, 4L, 5L, 6L, 5L, 3L, 4L, 6L, 4L, 6L, 4L, 5L,
## 5L, 4L, 6L, 6L, 6L, 6L, 6L, 5L, 5L, 4L, 5L, 4L, 5L, 4L, 6L,
## 6L, 6L, 4L, 4L, 2L, 5L, 6L, 5L, 3L, 6L, 6L, 6L, 5L, 2L, 5L,
## 4L, 6L, 5L, 5L, 5L, 5L, 5L, 6L, NA, 5L, 1L, 4L, 5L, 6L, 5L,
## 4L, 6L, 5L, 2L, 4L, 5L, 6L, 5L, 6L, 3L, NA, 5L, 6L, 6L, 5L,
## 6L, 5L, 6L, NA, 4L, 6L, 2L, 4L, 6L, 6L, 4L, 1L, 5L, 3L, 5L,
## 5L, 6L, 5L, 6L, 5L, 5L, 4L, 5L, 4L, 5L, 5L, 5L, 5L, 4L, 5L,
## 4L, 5L, 3L, 6L, 5L, 5L, 5L, 6L, 5L, 6L, 5L, 1L, 4L, 1L, 6L,
## 6L, 3L, 6L, 6L, 6L, 5L, 5L, 5L, 5L, 5L, 6L, 5L, 6L, 5L, 6L,
## 6L, 6L, 6L, 6L, 6L, 5L, 5L, 6L, 6L, 4L, 4L, 5L, 5L, 5L, 5L,
## 6L, 6L, 5L, 5L, 6L, 2L, 2L, 6L, 4L, 5L, 6L, 3L, 4L, 3L, 6L,
## 5L, 4L, 6L, 5L, 6L, 5L, 6L, 5L, NA, NA, NA, NA, 4L, 3L, 6L,
## 5L, 5L, 4L, 5L, 3L, 6L, 3L, 4L, 2L, 5L, 4L, 4L, 5L, 1L, 5L,
## 5L, 5L, 4L, 4L, 5L, NA, NA, 3L, 5L, 2L, 5L, 4L, 5L, 6L, 5L,
## 5L, 5L, 5L, 6L, 5L, 5L, 4L, 5L, 4L, 5L, NA, 6L, 6L, 6L, 5L,
## 6L, 5L, 5L, 2L, 5L, 6L, 6L, 5L, 5L, 4L, 5L, 5L, 6L, 6L, 1L,
## 5L, 6L, 2L, 4L, 4L, 5L, 6L, 5L, 2L, 5L, 2L, 6L, 6L, 4L, 5L,
## 6L, 5L, 4L, 4L, 4L, 3L, 4L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 5L,
## 4L, 6L, 5L, 5L, 6L, 5L, 5L, 3L, 5L, 6L, 5L, 3L, 3L, 4L, 4L,
## 5L, 6L, 4L, 5L, 6L, 6L, 5L, 4L, 4L, NA, 3L, 5L, NA, NA, 5L,
## NA, 5L, NA, 3L, 4L, 1L, 1L, 1L, 1L, 1L, 2L, 3L, 1L, 5L, 1L,
## 3L, 1L, 4L, 1L, 6L, 5L, 1L, 1L, 4L, 2L, 1L, 1L, 1L, 1L, 2L,
## 5L, 1L, 1L, 1L, 3L, 2L, 5L, 1L, 1L, 2L, 6L, 6L, 4L, 2L, 4L,
## 5L, 6L, 3L, 6L, 6L, 5L, 6L, 5L, 5L, 2L, 5L, 5L, 5L, 6L, 5L,
## 5L, 6L, 1L, 5L, 6L, 5L, 5L, 4L, 4L, 6L, 2L, 5L, 5L, 6L, 4L,
## 5L, 4L, 6L, 5L, 6L, 6L, 3L, 6L, 5L, 6L, 5L, 5L, 2L, 4L, 5L,
## 6L, 4L, 4L, 5L, 3L, 3L, 4L, 4L, 6L, 3L, 3L, 4L, 3L, 5L, 5L,
## 4L, 4L, 4L, 5L, 5L, 1L, 6L, 5L, 4L, 4L, 5L, 5L, 4L, 5L, 3L,
## 4L, 3L, 6L, 4L, 6L, 6L, 3L, 5L, 6L, 5L, 5L, 4L, 4L, 4L, 5L,
## 3L, 5L, 4L, 5L, 5L, 3L, 6L, 4L, 5L, 4L, 3L, 4L, 3L, 5L, 4L,
## 5L, 5L, 3L, 6L, 5L, 4L, 4L, 4L, 5L, 5L, 6L, 6L, 5L, 5L, 5L,
## 6L, 5L, 5L, 3L, 6L, 5L, 2L, 3L, 4L, 6L, 2L, 4L, 5L, 4L, 5L,
## 4L, 5L, 3L, 5L, 4L, 6L, 5L, 5L, 4L, 2L, 2L, 4L, 6L, 6L, 6L,
## 4L, 6L, 4L, 3L, 6L, 5L, NA, 5L, NA, NA, NA, 2L, NA, NA, 4L,
## 5L, NA, NA, NA, 4L, 4L, NA, NA, 5L, NA, NA, NA, NA, NA, 5L,
## NA, 4L, NA, NA, NA, NA, NA, 3L, 6L, NA, 5L, NA, NA, NA, 6L,
## 4L, NA, NA, NA, 5L, NA, NA, 5L, 5L, 4L, NA, NA), PWB_7 = c(3L,
## 2L, 6L, 4L, 4L, 4L, 4L, 2L, 5L, 5L, 5L, 2L, 2L, 4L, 4L, 5L,
## 3L, 1L, 4L, 3L, 4L, 6L, 6L, 3L, 5L, 4L, 6L, 5L, 4L, 5L, 3L,
## 5L, 6L, 4L, 5L, 4L, 3L, 6L, 5L, 4L, 4L, 5L, 3L, 4L, 5L, 4L,
## 5L, 5L, 5L, 5L, 4L, 5L, 2L, 5L, 6L, 2L, 6L, 4L, 5L, 5L, 3L,
## 5L, 2L, 3L, 6L, 3L, 3L, 1L, 3L, 4L, 4L, 4L, 6L, 3L, 4L, 4L,
## 6L, 3L, 4L, 4L, 5L, 1L, 1L, 6L, 4L, 5L, 5L, 5L, 5L, 5L, 3L,
## 3L, 4L, 3L, 3L, 6L, 4L, 5L, 6L, 3L, 4L, 4L, 2L, 5L, 6L, 5L,
## 4L, 4L, 2L, 5L, 6L, 5L, 4L, 3L, 4L, 1L, 6L, 6L, 4L, 6L, 4L,
## 3L, 5L, 5L, 2L, 5L, 1L, 1L, 4L, 3L, 6L, 5L, 2L, 3L, 3L, 4L,
## 5L, 6L, 5L, 6L, 5L, 6L, 2L, 5L, NA, 4L, 6L, 4L, 5L, NA, NA,
## NA, 5L, 5L, 4L, NA, NA, 3L, 3L, 5L, 3L, 5L, 4L, 6L, 5L, 3L,
## 5L, 6L, 3L, 5L, NA, 4L, NA, 6L, 4L, 4L, 5L, 1L, 6L, 4L, 5L,
## 3L, 5L, 6L, 4L, 4L, 3L, 4L, 5L, 6L, 6L, 6L, 4L, 2L, 5L, 3L,
## 6L, 6L, 3L, 6L, 5L, 4L, 5L, 5L, 2L, NA, NA, NA, NA, 5L, 5L,
## 3L, NA, 6L, 4L, 2L, 5L, 5L, 3L, 6L, NA, NA, NA, 4L, 3L, 5L,
## 3L, 6L, 5L, 6L, 5L, 5L, 5L, 5L, 6L, 3L, 6L, NA, NA, NA, 4L,
## 6L, 4L, NA, 3L, 3L, 5L, 6L, NA, NA, NA, NA, NA, 4L, 4L, NA,
## NA, NA, NA, 4L, NA, 5L, NA, 4L, NA, NA, 5L, NA, 2L, 5L, 5L,
## 3L, 6L, 6L, NA, 5L, 5L, 4L, NA, NA, 6L, 4L, NA, NA, 2L, 5L,
## 3L, 6L, 6L, NA, 4L, 4L, 5L, NA, 4L, 4L, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 1L, NA, NA, 4L, 5L, NA, NA, 5L, NA, NA, NA,
## NA, 4L, 3L, NA, 2L, NA, NA, 4L, NA, 5L, 6L, NA, 4L, NA, NA,
## NA, 3L, 5L, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 3L, NA, 3L,
## 5L, NA, 5L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 2L, 6L, 4L,
## NA, 5L, 6L, 5L, NA, 5L, NA, 3L, 6L, NA, 3L, NA, NA, NA, 5L,
## NA, 2L, 3L, NA, 5L, 3L, NA, NA, 5L, 3L, 4L, 5L, 5L, 5L, 3L,
## 2L, NA, NA, NA, NA, 4L, NA, NA, 6L, 4L, NA, NA, 4L, 3L, 6L,
## 4L, NA, NA, NA, 5L, NA, 2L, NA, NA, 3L, NA, 5L, NA, NA, 3L,
## 3L, 5L, 5L, 3L, NA, 1L, NA, 3L, 2L, 5L, NA, 4L, 2L, 6L, 2L,
## NA, NA, NA, NA, 5L, 6L, NA, NA, NA, 4L, 4L, NA, 4L, NA, 4L,
## 3L, NA, 4L, NA, 4L, 4L, NA, 2L, 4L, NA, NA, 6L, NA, 3L, 5L,
## NA, NA, 6L, 4L, 4L, NA, 2L, 6L, 3L, NA, 2L, NA, NA, NA, 3L,
## NA, NA, 4L, NA, 4L, 3L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, NA, NA, 6L, 5L,
## NA, NA, NA, 4L, 4L, NA, NA, 4L, 6L, 6L, 5L, 6L, 6L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, 2L, 4L, 3L,
## 5L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 4L, NA, 4L, 6L, 4L, 4L, 4L, 5L, 4L,
## NA, NA, NA, NA, NA, 2L, 4L, 4L, NA, NA, NA, NA, NA, NA, 6L,
## NA, NA, 3L, NA, NA, NA, NA, 5L, NA, NA, 4L, NA, 2L, NA, NA,
## NA, NA, NA, 5L, NA, 4L, 4L, NA, NA, 3L, 4L, NA, NA, 5L, 5L,
## 5L, NA, NA, 4L, NA, 4L, NA, 6L, 5L, 1L, 4L, 5L, 4L, 2L, 4L,
## 2L, 2L, 6L, 5L, 5L, 6L, 6L, 6L, 4L, 5L, 2L, 4L, 4L, 5L, 6L,
## 6L, 2L, 1L, 4L, 5L, 4L, 6L, 5L, 4L, 4L, 5L, 5L, 4L, 5L, 6L,
## 3L, 4L, 4L, 3L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 6L, 6L, 5L, 6L, 6L, 3L, 4L, 4L, 5L, 6L, 4L, 5L,
## 4L, 4L, 6L, 6L, 6L, 1L, 6L, 4L, 5L, 6L, 5L, 5L, 6L, 3L, 6L,
## 5L, 4L, 4L, 4L, 3L, 5L, 4L, 5L, 4L, 5L, 6L, 6L, 5L, 6L, 5L,
## 3L, 4L, 3L, 5L, 5L, 6L, 4L, 5L, NA, 4L, 3L, 4L, 5L, 6L, 5L,
## 5L, 6L, 5L, 4L, 5L, 4L, 6L, 6L, 3L, 1L, NA, 5L, 5L, 5L, 5L,
## 6L, 4L, 4L, NA, 6L, 5L, 2L, 4L, 6L, 6L, 5L, 4L, 3L, 3L, 5L,
## 5L, 6L, 5L, 6L, 5L, 5L, 4L, 6L, 4L, 4L, 5L, 3L, 4L, 3L, 5L,
## 4L, 5L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, 3L, 5L, 3L, 5L, 4L, 6L,
## 5L, 4L, 6L, 6L, 6L, 5L, 5L, 5L, 5L, 6L, 6L, 4L, 6L, 5L, 5L,
## 6L, 6L, 6L, 6L, 5L, 5L, 5L, 5L, 5L, 4L, 4L, 5L, 5L, 4L, 6L,
## 6L, 6L, 6L, 5L, 5L, 2L, 3L, 5L, 3L, 5L, 5L, 4L, 4L, 3L, 6L,
## 5L, 4L, 2L, 5L, 6L, 6L, 6L, 5L, NA, NA, NA, NA, 3L, 4L, 6L,
## 6L, 5L, 4L, 5L, 2L, 6L, 4L, 4L, 5L, 5L, 4L, 3L, 5L, 3L, 5L,
## 5L, 6L, 4L, 4L, 5L, NA, NA, 3L, 5L, 2L, 5L, 5L, 6L, 6L, 5L,
## 4L, 6L, 6L, 6L, 5L, 5L, 4L, 5L, 4L, 5L, NA, 6L, 6L, 6L, 5L,
## 6L, 5L, 4L, 4L, 4L, 5L, 6L, 5L, 6L, 4L, 4L, 4L, 3L, 5L, 4L,
## 5L, 5L, 2L, 4L, 4L, 6L, 6L, 5L, 3L, 5L, 4L, 6L, 6L, 5L, 3L,
## 6L, 4L, 5L, 4L, 3L, 1L, 4L, 3L, 5L, 5L, 4L, 5L, 5L, 4L, 5L,
## 5L, 5L, 5L, 5L, 5L, 6L, 4L, 5L, 5L, 5L, 5L, 4L, 4L, 5L, 3L,
## 2L, 4L, 4L, 5L, 6L, 6L, 4L, 4L, 3L, NA, 3L, 5L, NA, NA, 6L,
## NA, 5L, NA, 3L, 6L, 8L, 8L, 8L, 8L, 8L, 8L, 5L, 8L, 5L, 8L,
## 5L, 8L, 4L, 8L, 4L, 5L, 8L, 8L, 6L, 8L, 8L, 6L, 6L, 7L, 7L,
## 5L, 5L, 8L, 8L, 7L, 8L, 5L, 7L, 8L, 5L, 5L, 4L, 4L, 3L, 4L,
## 5L, 4L, 4L, 6L, 6L, 5L, 5L, 5L, 5L, 6L, 5L, 5L, 6L, 4L, 3L,
## 4L, 5L, 3L, 5L, 6L, 4L, 5L, 4L, 5L, 6L, 4L, 4L, 5L, 6L, 5L,
## 6L, 3L, 3L, 5L, 6L, 5L, 1L, 5L, 4L, 4L, 5L, 2L, 2L, 4L, 3L,
## 6L, 4L, 5L, 4L, 4L, 6L, 3L, 4L, 6L, 4L, 3L, 4L, 3L, 4L, 4L,
## 3L, 5L, 5L, 4L, 5L, 1L, 4L, 6L, 5L, 5L, 5L, 2L, 6L, 5L, 5L,
## 6L, 4L, 5L, 3L, 5L, 5L, 5L, 5L, 4L, 5L, 5L, 4L, 5L, 5L, 4L,
## 6L, 4L, 4L, 6L, 4L, 3L, 5L, 3L, 4L, 6L, 4L, 5L, 3L, 4L, 5L,
## 4L, 3L, 3L, 6L, 4L, 2L, 3L, 3L, 4L, 4L, 6L, 6L, 5L, 5L, 4L,
## 3L, 4L, 6L, 3L, 5L, 5L, 3L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, 5L,
## 4L, 5L, 5L, 6L, 2L, 6L, 4L, 4L, 3L, 4L, 3L, 5L, 4L, 4L, 5L,
## 5L, 6L, 5L, 4L, 6L, 5L, NA, 4L, NA, NA, NA, 1L, NA, NA, 4L,
## 5L, NA, NA, NA, 3L, 4L, NA, NA, 4L, NA, NA, NA, NA, NA, 5L,
## NA, 4L, NA, NA, NA, NA, NA, 4L, 5L, NA, 6L, NA, NA, NA, 5L,
## 3L, NA, NA, NA, 5L, NA, NA, 5L, 4L, 4L, NA, NA), PWB_8 = c(5L,
## 4L, 6L, 4L, 4L, 4L, 3L, 6L, 5L, 5L, 5L, 5L, 3L, 3L, 5L, 3L,
## 6L, 2L, 2L, 3L, 5L, 6L, 5L, 4L, 3L, 3L, 4L, 5L, 4L, 5L, 2L,
## 4L, 3L, 2L, 6L, 5L, 1L, 6L, 4L, 4L, 4L, 2L, 6L, 4L, 1L, 2L,
## 5L, 4L, 5L, 4L, 4L, 5L, 2L, 4L, 1L, 3L, 6L, 4L, 4L, 5L, 5L,
## 4L, 6L, 3L, 6L, 4L, 3L, 1L, 3L, 3L, 4L, 3L, 6L, 3L, 5L, 4L,
## 6L, 5L, 4L, 4L, 5L, 6L, 3L, 3L, 3L, 6L, 4L, 4L, 6L, 6L, 6L,
## 5L, 5L, 4L, 3L, 6L, 4L, 4L, 6L, 4L, 3L, 4L, 5L, 5L, 5L, 5L,
## 5L, 3L, 3L, 2L, 4L, 5L, 4L, 3L, 2L, 1L, 5L, 6L, 3L, 5L, 3L,
## 4L, 5L, 5L, 2L, 1L, 1L, 1L, 3L, 2L, 3L, 4L, 3L, 4L, 3L, 4L,
## 5L, 3L, 5L, 6L, 5L, 6L, 3L, 4L, NA, 6L, 5L, 4L, 5L, NA, NA,
## NA, 6L, 5L, 3L, NA, NA, 4L, 4L, 3L, 3L, 5L, 5L, 6L, 2L, 3L,
## 5L, 6L, 5L, 5L, NA, 2L, NA, 1L, 3L, 5L, 5L, 3L, 6L, 4L, 5L,
## 4L, 6L, 5L, 2L, 4L, 5L, 4L, 3L, 6L, 6L, 1L, 4L, 5L, 5L, 3L,
## 4L, 6L, 5L, 6L, 4L, 5L, 5L, 1L, 5L, NA, NA, NA, NA, 5L, 5L,
## 5L, NA, 5L, 4L, 4L, 6L, 4L, 2L, 6L, NA, NA, NA, 4L, 5L, 6L,
## 3L, 6L, 5L, 6L, 6L, 6L, 4L, 6L, 6L, 6L, 5L, NA, NA, NA, 4L,
## 6L, 4L, NA, 3L, 3L, 4L, 6L, NA, NA, NA, NA, NA, 4L, 5L, NA,
## NA, NA, NA, 5L, NA, 5L, NA, 2L, NA, NA, 6L, NA, 3L, 5L, 5L,
## 6L, 6L, 5L, NA, 6L, 5L, 3L, NA, NA, 4L, 4L, NA, NA, 4L, 4L,
## 4L, 6L, 6L, NA, 5L, 5L, 4L, NA, 3L, 4L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 1L, NA, NA, 5L, 4L, NA, NA, 5L, NA, NA, NA,
## NA, 4L, 2L, NA, 2L, NA, NA, 3L, NA, 5L, 2L, NA, 5L, NA, NA,
## NA, 4L, 5L, NA, NA, 3L, NA, 5L, NA, 2L, NA, NA, 3L, NA, 5L,
## 6L, NA, 5L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 2L, 6L, 5L,
## NA, 4L, 6L, 5L, NA, 5L, NA, 3L, 6L, NA, 3L, NA, NA, NA, 5L,
## NA, 3L, 3L, NA, 2L, 2L, NA, NA, 6L, 2L, 5L, 3L, 4L, 5L, 2L,
## 2L, NA, NA, NA, NA, 4L, NA, NA, 6L, 4L, NA, NA, 5L, 4L, 6L,
## 4L, NA, NA, NA, 5L, NA, 3L, NA, NA, 3L, NA, 3L, NA, NA, 1L,
## 3L, 6L, 6L, 3L, NA, 1L, NA, 3L, 1L, 6L, NA, 2L, 2L, 2L, 2L,
## NA, NA, NA, NA, 5L, 5L, NA, NA, NA, 5L, 5L, NA, 3L, NA, 4L,
## 3L, NA, 5L, NA, 3L, 6L, NA, 1L, 5L, NA, NA, 4L, NA, 2L, 5L,
## NA, NA, 4L, 6L, 4L, NA, 4L, 6L, 4L, NA, 4L, NA, NA, NA, 6L,
## NA, NA, 1L, NA, 5L, 3L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, NA, NA, 6L, 1L,
## NA, NA, NA, 4L, 4L, NA, NA, 6L, 5L, 6L, 4L, 6L, 4L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 2L, 3L, 5L,
## 5L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 2L, NA, 6L, NA, 3L, 6L, 3L, 5L, 4L, 2L, 6L,
## NA, NA, NA, NA, NA, 1L, 4L, 4L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 3L, NA, NA, NA, NA, 5L, NA, NA, 3L, NA, 2L, NA, NA,
## NA, NA, NA, 2L, NA, 5L, 2L, NA, NA, 3L, 4L, NA, NA, 1L, 6L,
## 5L, NA, NA, 4L, NA, 6L, NA, 6L, 4L, 1L, 1L, 6L, 5L, 1L, 5L,
## 4L, 3L, 6L, 5L, 5L, 5L, 6L, 6L, 4L, 5L, 2L, 4L, 4L, 2L, 6L,
## 6L, 3L, 2L, 4L, 6L, 4L, 6L, 5L, 4L, 4L, 3L, 6L, 4L, 5L, 6L,
## 3L, 4L, 4L, 6L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 6L, 4L, 4L, 2L, 6L, 3L, 3L, 5L, 2L, 4L, 4L, 5L,
## 2L, 4L, 6L, 5L, 6L, 6L, 6L, 4L, 5L, 4L, 5L, 4L, 5L, 5L, 4L,
## 6L, 5L, 5L, 4L, 4L, 3L, 4L, 5L, 4L, 5L, 5L, 6L, 2L, 6L, 4L,
## 4L, 4L, 3L, 6L, 6L, 5L, 4L, 6L, NA, 5L, 3L, 4L, 4L, 1L, 5L,
## 5L, 6L, 4L, 1L, 3L, 4L, 5L, 5L, 5L, 1L, NA, 5L, 5L, 6L, 3L,
## 5L, 3L, 6L, NA, 6L, 2L, 2L, 4L, 6L, 6L, 5L, 4L, 3L, 4L, 5L,
## 5L, 6L, 4L, 5L, 5L, 5L, 4L, 5L, 5L, 6L, 5L, 4L, 4L, 2L, 5L,
## 3L, 5L, 1L, 6L, 6L, 6L, 4L, 6L, 4L, 4L, 4L, 4L, 5L, 2L, 6L,
## 4L, 4L, 6L, 6L, 6L, 5L, 5L, 5L, 6L, 5L, 6L, 3L, 4L, 5L, 5L,
## 6L, 1L, 6L, 5L, 3L, 5L, 2L, 5L, 2L, 4L, 3L, 5L, 6L, 4L, 6L,
## 5L, 6L, 6L, 5L, 6L, 2L, 3L, 5L, 3L, 5L, 2L, 4L, 1L, 2L, 3L,
## 4L, 3L, 4L, 3L, 6L, 4L, 6L, 5L, NA, NA, NA, NA, 4L, 2L, 1L,
## 1L, 4L, 5L, 5L, 3L, 6L, 4L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, 5L,
## 6L, 5L, 4L, 3L, 5L, NA, NA, 3L, 3L, 2L, 4L, 3L, 5L, 6L, 4L,
## 5L, 5L, 4L, 4L, 6L, 5L, 4L, 5L, 4L, 5L, NA, 6L, 6L, 6L, 5L,
## 6L, 4L, 6L, 2L, 4L, 6L, 5L, 4L, 3L, 4L, 5L, 5L, 5L, 5L, 2L,
## 5L, 6L, 3L, 4L, 6L, 5L, 6L, 4L, 4L, 5L, 3L, 6L, 6L, 4L, 4L,
## 6L, 5L, 4L, 4L, 2L, 3L, 5L, 2L, 4L, 4L, 4L, 4L, 6L, 3L, 4L,
## 6L, 5L, 5L, 5L, 4L, 2L, 6L, 5L, 5L, 5L, 4L, 4L, 4L, 6L, 2L,
## 6L, 4L, 4L, 6L, 4L, 5L, 5L, 6L, 3L, NA, 3L, 5L, NA, NA, 4L,
## NA, 6L, NA, 3L, 7L, 8L, 5L, 4L, 5L, 6L, 4L, 7L, 6L, 5L, 8L,
## 8L, 7L, 4L, 6L, 6L, 3L, 8L, 8L, 4L, 6L, 4L, 3L, 8L, 6L, 7L,
## 7L, 8L, 7L, 5L, 6L, 6L, 3L, 7L, 7L, 5L, 6L, 5L, 4L, 4L, 5L,
## 3L, 4L, 4L, 5L, 6L, 5L, 5L, 2L, 4L, 6L, 6L, 6L, 5L, 4L, 3L,
## 4L, 6L, 3L, 4L, 1L, 5L, 5L, 4L, 5L, 6L, 1L, 4L, 4L, 5L, 3L,
## 5L, 4L, 5L, 5L, 5L, 6L, 1L, 5L, 3L, 6L, 3L, 1L, 2L, 4L, 4L,
## 5L, 5L, 4L, 3L, 4L, 4L, 5L, 3L, 6L, 1L, 4L, 5L, 4L, 4L, 5L,
## 4L, 5L, 5L, 5L, 4L, 3L, 5L, 6L, 5L, 3L, 5L, 3L, 6L, 4L, 5L,
## 5L, 3L, 6L, 2L, 6L, 6L, 3L, 4L, 3L, 4L, 5L, 5L, 5L, 5L, 5L,
## 5L, 4L, 2L, 5L, 5L, 3L, 5L, 3L, 3L, 6L, 5L, 5L, 3L, 2L, 5L,
## 4L, 3L, 3L, 6L, 5L, 4L, 4L, 4L, 4L, 4L, 5L, 5L, 5L, 5L, 4L,
## 6L, 2L, 2L, 3L, 4L, 5L, 3L, 4L, 5L, 4L, 6L, 5L, 5L, 5L, 5L,
## 4L, 5L, 4L, 5L, 2L, 4L, 5L, 5L, 3L, 4L, 3L, 5L, 5L, 5L, 6L,
## 5L, 6L, 2L, 2L, 6L, 5L, NA, 4L, NA, NA, NA, 1L, NA, NA, 5L,
## 4L, NA, NA, NA, 6L, 3L, NA, NA, 3L, NA, NA, NA, NA, NA, 3L,
## NA, 3L, NA, NA, NA, NA, NA, 4L, 6L, NA, 6L, NA, NA, NA, 6L,
## 4L, NA, NA, NA, 4L, NA, NA, 5L, 5L, 4L, NA, NA), PWB_9 = c(6L,
## 4L, 5L, 1L, 4L, 5L, 3L, 6L, 2L, 5L, 1L, 1L, 1L, 2L, 1L, 2L,
## 6L, 5L, 6L, 3L, 2L, 6L, 1L, 1L, 1L, 3L, 1L, 2L, 1L, 2L, 6L,
## 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 5L, 1L, 4L, 1L, 3L, 3L, 2L,
## 1L, 2L, 2L, 2L, 4L, 2L, 3L, 2L, 4L, 2L, 1L, 1L, 1L, 2L, 1L,
## 2L, 2L, 4L, 2L, 1L, 6L, 1L, 2L, 3L, 4L, 2L, 2L, 1L, 2L, 4L,
## 1L, 5L, 1L, 4L, 2L, 5L, 3L, 1L, 1L, 1L, 1L, 1L, 4L, 2L, 1L,
## 3L, 1L, 2L, 1L, 6L, 2L, 5L, 6L, 3L, 2L, 3L, 3L, 2L, 5L, 1L,
## 4L, 1L, 6L, 2L, 2L, 1L, 2L, 2L, 3L, 1L, 1L, 1L, 2L, 1L, 1L,
## 4L, 2L, 1L, 2L, 1L, 6L, 1L, 1L, 2L, 1L, 3L, 3L, 1L, 4L, 1L,
## 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, NA, 1L, 1L, 1L, 2L, NA, NA,
## NA, 4L, 2L, 1L, NA, NA, 2L, 1L, 4L, 2L, 4L, 2L, 1L, 5L, 1L,
## 1L, 1L, 1L, 1L, NA, 1L, NA, 1L, 1L, 3L, 2L, 1L, 6L, 3L, 1L,
## 4L, 5L, 1L, 1L, 2L, 3L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 5L, 3L,
## 1L, 3L, 1L, 2L, 4L, 2L, 2L, 1L, 2L, NA, NA, NA, NA, 2L, 1L,
## 4L, NA, 1L, 3L, 3L, 2L, 1L, 1L, 1L, NA, NA, NA, 3L, 1L, 2L,
## 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, NA, NA, NA, 1L,
## 1L, 3L, NA, 3L, 4L, 5L, 1L, NA, NA, NA, NA, NA, 1L, 5L, NA,
## NA, NA, NA, 1L, NA, 4L, NA, 1L, NA, NA, 1L, NA, 1L, 1L, 2L,
## 1L, 1L, 1L, NA, 1L, 1L, 1L, NA, NA, 1L, 2L, NA, NA, 2L, 4L,
## 1L, 1L, 1L, NA, 1L, 1L, 1L, NA, 5L, 5L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 1L, NA, NA, 1L, 1L, NA, NA, 1L, NA, NA, NA,
## NA, 2L, 4L, NA, 2L, NA, NA, 2L, NA, 2L, 5L, NA, 1L, NA, NA,
## NA, 1L, 2L, NA, NA, 4L, NA, 2L, NA, 3L, NA, NA, 4L, NA, 1L,
## 3L, NA, 1L, NA, NA, NA, 5L, NA, NA, NA, NA, NA, 2L, 1L, 4L,
## NA, 3L, 2L, 2L, NA, 1L, NA, 3L, 1L, NA, 2L, NA, NA, NA, 1L,
## NA, 1L, 4L, NA, 1L, 2L, NA, NA, 1L, 4L, 2L, 3L, 1L, 1L, 3L,
## 1L, NA, NA, NA, NA, 3L, NA, NA, 6L, 1L, NA, NA, 1L, 1L, 1L,
## 4L, NA, NA, NA, 2L, NA, 2L, NA, NA, 5L, NA, 1L, NA, NA, 4L,
## 2L, 1L, 1L, 3L, NA, 6L, NA, 2L, 1L, 1L, NA, 1L, 2L, 5L, 1L,
## NA, NA, NA, NA, 2L, 1L, NA, NA, NA, 1L, 1L, NA, 2L, NA, 2L,
## 4L, NA, 1L, NA, 4L, 2L, NA, 1L, 2L, NA, NA, 1L, NA, 5L, 2L,
## NA, NA, 3L, 2L, 5L, NA, 1L, 1L, 4L, NA, 1L, NA, NA, NA, 5L,
## NA, NA, 5L, NA, 5L, 2L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA, NA, 6L, 2L,
## NA, NA, NA, 2L, 3L, NA, NA, 2L, 4L, 2L, 3L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 4L, 1L, 2L,
## 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 1L, NA, 1L, NA, 1L, 6L, 4L, 4L, 4L, 2L, 1L,
## NA, NA, NA, NA, NA, 6L, 4L, 2L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 1L, NA, NA, NA, NA, 2L, NA, NA, 1L, NA, 1L, NA, NA,
## NA, NA, NA, 5L, NA, 3L, 5L, NA, NA, 3L, 2L, NA, NA, 5L, 2L,
## 2L, NA, NA, 4L, NA, 4L, NA, 4L, 5L, 1L, 2L, 1L, 2L, 1L, 1L,
## 2L, 4L, 1L, 1L, 5L, 1L, 2L, 5L, 2L, 2L, 3L, 1L, 1L, 1L, 1L,
## 3L, 3L, 4L, 6L, 2L, 2L, 2L, 5L, 5L, 1L, 5L, 1L, 3L, 1L, 1L,
## 3L, 1L, 2L, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 2L, 2L, 1L, 2L, 2L, 3L, 3L, 2L, 3L, 1L, 4L, 3L,
## 1L, 4L, 6L, 2L, 3L, 1L, 1L, 2L, 2L, 3L, 1L, 4L, 1L, 4L, 3L,
## 1L, 1L, 2L, 1L, 4L, 2L, 2L, 1L, 1L, 2L, 4L, 2L, 2L, 1L, 6L,
## 1L, 1L, 4L, 4L, 1L, 1L, 3L, 1L, NA, 1L, 1L, 4L, 3L, 1L, 1L,
## 1L, 1L, 1L, 5L, 1L, 2L, 1L, 1L, 2L, 3L, NA, 1L, 2L, 1L, 2L,
## 2L, 1L, 2L, NA, 4L, 2L, 2L, 4L, 1L, 1L, 1L, 2L, 2L, 2L, 5L,
## 5L, 3L, 2L, 1L, 1L, 5L, 2L, 1L, 1L, 3L, 2L, 5L, 4L, 1L, 2L,
## 4L, 1L, 2L, 1L, 1L, 1L, 4L, 2L, 2L, 5L, 2L, 1L, 1L, 4L, 6L,
## 3L, 1L, 6L, 3L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 5L, 2L, 5L,
## 1L, 4L, 6L, 1L, 3L, 5L, 2L, 2L, 2L, 6L, 4L, 2L, 2L, 2L, 4L,
## 2L, 6L, 1L, 1L, 1L, 2L, 4L, 3L, 3L, 2L, 1L, 3L, 4L, 5L, 1L,
## 1L, 3L, 5L, 3L, 6L, 3L, 6L, 5L, NA, NA, NA, NA, 3L, 5L, 1L,
## 1L, 2L, 3L, 5L, 3L, 6L, 3L, 4L, 2L, 1L, 4L, 1L, 1L, 3L, 5L,
## 1L, 2L, 4L, 1L, 4L, NA, NA, 3L, 5L, 5L, 2L, 6L, 1L, 3L, 4L,
## 3L, 1L, 1L, 2L, 6L, 2L, 3L, 1L, 4L, 5L, NA, 2L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 4L, 1L, 1L, 3L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 3L, 1L, 2L, 4L, 2L, 5L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 3L,
## 1L, 2L, 1L, 4L, 2L, 1L, 1L, 3L, 1L, 4L, 2L, 6L, 1L, 1L, 1L,
## 4L, 1L, 1L, 2L, 2L, 3L, 1L, 1L, 1L, 4L, 1L, 2L, 2L, 5L, 2L,
## 3L, 5L, 2L, 1L, 1L, 2L, 3L, 1L, 4L, NA, 2L, 2L, NA, NA, 2L,
## NA, 1L, NA, 3L, 1L, 1L, 1L, 4L, 2L, 1L, 4L, 1L, 1L, 5L, 1L,
## 2L, 3L, 4L, 1L, 6L, 4L, 1L, 1L, 3L, 1L, 6L, 3L, 2L, 1L, 2L,
## 1L, 8L, 7L, 1L, 3L, 1L, 6L, 2L, 1L, 4L, 1L, 1L, 1L, 4L, 2L,
## 2L, 2L, 1L, 4L, 2L, 1L, 2L, 2L, 6L, 1L, 4L, 1L, 1L, 1L, 4L,
## 3L, 1L, 1L, 3L, 1L, 1L, 1L, 4L, 1L, 1L, 5L, 2L, 1L, 1L, 1L,
## 1L, 1L, 2L, 1L, 2L, 1L, 3L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L,
## 1L, 2L, 2L, 6L, 2L, 5L, 5L, 3L, 1L, 1L, 2L, 2L, 2L, 1L, 5L,
## 1L, 1L, 2L, 1L, 1L, 1L, 2L, 3L, 1L, 1L, 2L, 2L, 5L, 3L, 3L,
## 3L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L,
## 1L, 1L, 2L, 1L, 2L, 4L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L,
## 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 3L, 1L, 2L, 2L, 1L,
## 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L,
## 1L, 1L, 2L, 2L, 1L, 3L, 3L, 2L, 3L, 2L, 2L, 2L, 1L, 2L, 1L,
## 1L, 1L, 1L, 1L, 1L, 2L, NA, 1L, NA, NA, NA, 1L, NA, NA, 2L,
## 2L, NA, NA, NA, 4L, 4L, NA, NA, 1L, NA, NA, NA, NA, NA, 2L,
## NA, 2L, NA, NA, NA, NA, NA, 1L, 1L, NA, 1L, NA, NA, NA, 1L,
## 2L, NA, NA, NA, 1L, NA, NA, 2L, 2L, 1L, NA, NA), APSI_1 = c(4L,
## 3L, 3L, 3L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 3L, 3L, 2L, 4L, 2L,
## 2L, 1L, 3L, 3L, 3L, 5L, 3L, 3L, 4L, 3L, 5L, 3L, 3L, 4L, 3L,
## 5L, 5L, 3L, 5L, 3L, 2L, 5L, 3L, 3L, 3L, 5L, 4L, 4L, 3L, 2L,
## 4L, 2L, 4L, 3L, 3L, 3L, 1L, 5L, 4L, 3L, 4L, 3L, 3L, 4L, 5L,
## 3L, 3L, 3L, 5L, 3L, 3L, 3L, 2L, 4L, 2L, 2L, 4L, 3L, 4L, 3L,
## 5L, 3L, 1L, 3L, 4L, 3L, 5L, 5L, 3L, 4L, 5L, 4L, 3L, 5L, 5L,
## 3L, 4L, 4L, 5L, 5L, 4L, 3L, 5L, 3L, 3L, 3L, 1L, 5L, 4L, 3L,
## 4L, 3L, 3L, 4L, 4L, 4L, 3L, 3L, 3L, 1L, 5L, 5L, 3L, 5L, 4L,
## 3L, 5L, 5L, 3L, 4L, 1L, 1L, 2L, 4L, 3L, 4L, 3L, 3L, 2L, 3L,
## 4L, 2L, 2L, 4L, 3L, 5L, 3L, 4L, NA, 3L, 4L, 2L, 3L, NA, NA,
## NA, 5L, 4L, 2L, NA, NA, 1L, 5L, 4L, 4L, 4L, 4L, 2L, 3L, 2L,
## 3L, 4L, 4L, 2L, NA, 3L, NA, 5L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
## 1L, 4L, 5L, 1L, 4L, 4L, 3L, 4L, 5L, 3L, 5L, 4L, 5L, 3L, 3L,
## 3L, 5L, 5L, 4L, 3L, 3L, 5L, 4L, 3L, NA, NA, NA, NA, 4L, 4L,
## NA, NA, 4L, 5L, 3L, 5L, 5L, 3L, 5L, NA, NA, NA, 4L, 3L, 5L,
## 3L, 3L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, 5L, 2L, NA, NA, NA, 5L,
## 4L, 4L, NA, 4L, 4L, 3L, 4L, NA, NA, NA, NA, NA, 2L, 2L, NA,
## NA, NA, NA, 4L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 3L, 4L, 3L,
## 2L, 4L, 5L, NA, 5L, 4L, 3L, NA, NA, 4L, 3L, NA, NA, 3L, 4L,
## 3L, 5L, 5L, NA, 3L, 4L, 4L, NA, 3L, 4L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 1L, NA, NA, 3L, 3L, NA, NA, 5L, NA, NA, NA,
## NA, 3L, 3L, NA, 2L, NA, NA, 3L, NA, 5L, 3L, NA, 3L, NA, NA,
## NA, 3L, 4L, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 5L,
## 2L, NA, 5L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 2L, 3L, 3L,
## NA, 4L, 3L, 5L, NA, 4L, NA, 3L, 4L, NA, 3L, NA, NA, NA, 4L,
## NA, 3L, 2L, NA, 5L, 2L, NA, NA, 3L, 2L, 3L, 2L, 3L, 4L, 3L,
## 2L, NA, NA, NA, NA, 4L, NA, NA, 5L, 4L, NA, NA, 5L, 3L, 5L,
## 2L, NA, NA, NA, 4L, NA, 2L, NA, NA, 2L, NA, 4L, NA, NA, 1L,
## 4L, 5L, 5L, 2L, NA, 1L, NA, 1L, 1L, 5L, NA, 3L, 1L, 5L, 2L,
## NA, NA, NA, NA, 4L, 5L, NA, NA, NA, 3L, 3L, NA, 2L, NA, 4L,
## 3L, NA, 5L, NA, 3L, 4L, NA, 1L, 3L, NA, NA, 4L, NA, 1L, 4L,
## NA, NA, 5L, 5L, 3L, NA, 4L, 4L, 3L, NA, 4L, NA, NA, NA, 4L,
## NA, NA, 4L, NA, 4L, 3L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 4L, 3L,
## NA, NA, NA, 4L, 4L, NA, NA, 4L, 5L, 5L, 2L, 3L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 2L, 3L, 3L,
## 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 4L, NA, 4L, 5L, 3L, 4L, 3L, 4L, 4L,
## NA, NA, NA, NA, NA, 3L, 4L, 4L, NA, NA, NA, NA, NA, NA, 4L,
## NA, NA, 2L, NA, NA, NA, NA, 4L, NA, NA, 3L, NA, 1L, NA, NA,
## NA, NA, NA, 4L, NA, 4L, 3L, NA, NA, 3L, 3L, NA, NA, 3L, 5L,
## 4L, NA, NA, 3L, NA, 4L, NA, 4L, 3L, 5L, 3L, 5L, 3L, 1L, 3L,
## 2L, 2L, 4L, 5L, 4L, 4L, 2L, 5L, 4L, 4L, 3L, 3L, 5L, 5L, 4L,
## 3L, 3L, 2L, 3L, 4L, 5L, 2L, 4L, 4L, 3L, 4L, 3L, 3L, 4L, 5L,
## 4L, 4L, 3L, 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 4L, 5L, 4L, 4L, 4L, 5L, 3L, 3L, 4L, 4L, 4L, 3L, 4L,
## 4L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 4L, 4L, 3L, 4L, 4L,
## 5L, 5L, 3L, 3L, 4L, 4L, 3L, 3L, 4L, 4L, 5L, 5L, 4L, 3L, 3L,
## 3L, 2L, 3L, 3L, 5L, 4L, 3L, 5L, NA, 4L, 3L, 4L, 3L, 5L, 4L,
## 4L, 5L, 4L, 3L, 3L, 4L, 5L, 5L, 3L, 1L, NA, 4L, 4L, 4L, 5L,
## 1L, 4L, 5L, NA, 4L, 3L, 2L, 4L, 3L, 5L, 3L, 2L, 3L, 3L, 4L,
## 4L, 5L, 3L, 4L, 4L, 4L, 4L, 5L, 3L, 5L, 4L, 3L, 4L, 2L, 4L,
## 3L, 4L, 3L, 4L, 5L, 5L, 4L, 5L, 1L, 4L, 3L, 3L, 4L, 5L, 5L,
## 4L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 3L, 2L, 4L, 5L,
## 3L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 3L, 4L, 4L, 4L, 5L,
## 4L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 2L, 5L,
## 5L, 3L, 4L, 4L, 4L, 4L, 5L, 3L, NA, NA, NA, NA, 2L, 4L, 5L,
## 4L, 3L, 4L, 4L, 4L, 5L, 5L, 3L, 4L, 4L, 4L, 3L, 4L, 4L, 3L,
## 4L, 5L, 3L, 3L, 4L, NA, NA, 3L, 4L, 3L, 4L, 5L, 4L, 5L, 4L,
## 4L, 4L, 3L, 4L, 4L, 5L, 4L, 5L, 4L, 4L, NA, 4L, 5L, 4L, 4L,
## 5L, 3L, 5L, 4L, 4L, 5L, 5L, 5L, 4L, 3L, 3L, 3L, 4L, 4L, 1L,
## 4L, 5L, 2L, 4L, 5L, 4L, 3L, 3L, 3L, 4L, 3L, 5L, 3L, 4L, 4L,
## 5L, 3L, 3L, 3L, 3L, 1L, 3L, 3L, 4L, 3L, 3L, 4L, 4L, 3L, 4L,
## 4L, 5L, 4L, 3L, 4L, 4L, 4L, 4L, 4L, 5L, 5L, 3L, 5L, 4L, 2L,
## 4L, 1L, 3L, 5L, 5L, 3L, 4L, 5L, 2L, NA, 3L, 4L, NA, NA, 4L,
## NA, NA, NA, 3L, 6L, 8L, 6L, 4L, 8L, 4L, 5L, 8L, 8L, 5L, 8L,
## 8L, 8L, 5L, 8L, 5L, 5L, 8L, 8L, 8L, 4L, 6L, 7L, 6L, 8L, 8L,
## 8L, 8L, 8L, 8L, 4L, 8L, 5L, 7L, 8L, 4L, 5L, 5L, 3L, 4L, 3L,
## 4L, 3L, 4L, 5L, 5L, 3L, 4L, 4L, 3L, 3L, 3L, 5L, 4L, 2L, 3L,
## 3L, 5L, 3L, 3L, 5L, 4L, 4L, 4L, 4L, 5L, 3L, 4L, 4L, 5L, 3L,
## 5L, 3L, 3L, 4L, 1L, 4L, 1L, 4L, 4L, 5L, 5L, 1L, 3L, 3L, 3L,
## 4L, 2L, 4L, 4L, 2L, 4L, 4L, 3L, 3L, 2L, 2L, 5L, 3L, 4L, 4L,
## 3L, 4L, 2L, 5L, 3L, 1L, 4L, 4L, 4L, 2L, 2L, 2L, 5L, 3L, 4L,
## 4L, 4L, 4L, 2L, 5L, 5L, 3L, 3L, 3L, 3L, 4L, 3L, 4L, 4L, 2L,
## 4L, 3L, 3L, 2L, 4L, 2L, 5L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 2L,
## 2L, 1L, 3L, 4L, 3L, 3L, 2L, 3L, 4L, 4L, 5L, 5L, 4L, 3L, 4L,
## 3L, 4L, 3L, 2L, 3L, 3L, 3L, 1L, 3L, 3L, 1L, 2L, 4L, 4L, 3L,
## 4L, 4L, 3L, 5L, 3L, 3L, 3L, 4L, 2L, 2L, 3L, 3L, 4L, 3L, 4L,
## 3L, 5L, 3L, 5L, 5L, NA, NA, NA, NA, NA, NA, 3L, NA, NA, 3L,
## 4L, NA, NA, NA, 4L, 2L, NA, NA, 3L, NA, NA, NA, NA, NA, 4L,
## NA, 4L, NA, NA, NA, NA, NA, 3L, 5L, NA, 4L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 3L, NA, 4L, NA, NA), APSI_2 = c(4L,
## 2L, 3L, 4L, 4L, 1L, 4L, 2L, 5L, 4L, 5L, 3L, 4L, 2L, 4L, 2L,
## 4L, 1L, 4L, 4L, 4L, 5L, 3L, 3L, 5L, 3L, 5L, 4L, 3L, 3L, 3L,
## 5L, 5L, 4L, 5L, 4L, 2L, 4L, 4L, 5L, 3L, 4L, 4L, 4L, 4L, 4L,
## 4L, 2L, 4L, 3L, 3L, 3L, 2L, 3L, 5L, 3L, 5L, 4L, 3L, 4L, 3L,
## 4L, 3L, 3L, 5L, 3L, 2L, 1L, 4L, 4L, 2L, 2L, 4L, 2L, 4L, 3L,
## 5L, 3L, 1L, 3L, 5L, 3L, 5L, 5L, 3L, 5L, 5L, 2L, 4L, 5L, 5L,
## 3L, 4L, 4L, 4L, 5L, 4L, 3L, 5L, 3L, 4L, 4L, 1L, 5L, 4L, 3L,
## 4L, 4L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 1L, 3L, 5L, 3L, 5L, 3L,
## 3L, 5L, 4L, 3L, 5L, 1L, 1L, 4L, 3L, 4L, 4L, 3L, 4L, 2L, 3L,
## 5L, 2L, 4L, 4L, 2L, 5L, 3L, 5L, NA, 5L, 4L, 3L, 4L, NA, NA,
## NA, 5L, 5L, 4L, NA, NA, 1L, 4L, 3L, 5L, 5L, 4L, 2L, 3L, 3L,
## 3L, 4L, 3L, 3L, NA, 2L, NA, 5L, 3L, 4L, 4L, 3L, 3L, 3L, 3L,
## 3L, 4L, 5L, 1L, 3L, 4L, 3L, 4L, 5L, 5L, 5L, 4L, 3L, 3L, 3L,
## 2L, 5L, 5L, 3L, 3L, 4L, 4L, 5L, 3L, NA, NA, NA, NA, 4L, 4L,
## NA, NA, 5L, 4L, 3L, 4L, 5L, 4L, 5L, NA, NA, NA, 5L, 2L, 4L,
## 3L, 4L, 5L, 5L, 5L, 4L, 3L, 4L, 5L, 3L, 2L, NA, NA, NA, 4L,
## 5L, 3L, NA, 2L, 3L, 4L, 5L, NA, NA, NA, NA, NA, 4L, 2L, NA,
## NA, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 1L, 4L, 5L,
## 2L, 4L, 4L, NA, 5L, 5L, 3L, NA, NA, 3L, 5L, NA, NA, 3L, 4L,
## 2L, 5L, 5L, NA, 4L, 4L, 4L, NA, 3L, 2L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 2L, NA, NA, 3L, 3L, NA, NA, 4L, NA, NA, NA,
## NA, 4L, 2L, NA, 4L, NA, NA, 3L, NA, 4L, 4L, NA, 3L, NA, NA,
## NA, 4L, 4L, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 3L,
## 4L, NA, 5L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 4L, 5L, 3L,
## NA, 4L, 2L, 5L, NA, 4L, NA, 3L, 4L, NA, 3L, NA, NA, NA, 3L,
## NA, 3L, 2L, NA, 5L, 5L, NA, NA, 3L, 2L, 4L, 5L, 3L, 4L, 4L,
## 1L, NA, NA, NA, NA, 4L, NA, NA, 5L, 4L, NA, NA, 5L, 4L, 5L,
## 2L, NA, NA, NA, 4L, NA, 2L, NA, NA, 3L, NA, 4L, NA, NA, 4L,
## 4L, 5L, 4L, 3L, NA, 4L, NA, 3L, 3L, 5L, NA, 3L, 1L, 5L, 4L,
## NA, NA, NA, NA, 4L, 5L, NA, NA, NA, 4L, 3L, NA, 3L, NA, 4L,
## 3L, NA, 4L, NA, 4L, 4L, NA, 1L, 4L, NA, NA, 4L, NA, 2L, 4L,
## NA, NA, 5L, 5L, 4L, NA, 3L, 5L, 4L, NA, 2L, NA, NA, NA, 2L,
## NA, NA, 4L, NA, 4L, 3L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 5L, 5L,
## NA, NA, NA, 3L, 4L, NA, NA, 4L, 5L, 5L, 4L, 5L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 3L, 2L, 5L,
## 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 5L, NA, 4L, 5L, 3L, 4L, 3L, 4L, 3L,
## NA, NA, NA, NA, NA, 2L, 4L, 4L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 2L, NA, NA, NA, NA, 3L, NA, NA, 4L, NA, 1L, NA, NA,
## NA, NA, NA, 3L, NA, 4L, 4L, NA, NA, 3L, 3L, NA, NA, 3L, 5L,
## 4L, NA, NA, 3L, NA, 4L, NA, 5L, 4L, 5L, 3L, 5L, 4L, 4L, 4L,
## 2L, 3L, 5L, 5L, 4L, 3L, 5L, 4L, 4L, 5L, 4L, 3L, 5L, 4L, 5L,
## 5L, 3L, 3L, 3L, 4L, 4L, 5L, 4L, 4L, 3L, 4L, 4L, 3L, 4L, 5L,
## 4L, 5L, 3L, 3L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 5L, 4L, 4L, 4L, 5L, 3L, 3L, 4L, 5L, 4L, 3L, 4L,
## 4L, 4L, 5L, 4L, 5L, 5L, 4L, 3L, 5L, 4L, 4L, 4L, 5L, 4L, 5L,
## 3L, 5L, 4L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 4L, 3L,
## 3L, 2L, 3L, 5L, 5L, 4L, 4L, 5L, NA, 4L, 3L, 4L, 4L, 5L, 4L,
## 4L, 5L, 4L, 3L, 4L, 2L, 5L, 5L, 4L, 1L, NA, 4L, 4L, 5L, 4L,
## 5L, 3L, 5L, NA, 4L, 2L, 3L, 4L, 5L, 5L, 4L, 4L, 3L, 4L, 4L,
## 4L, 5L, 4L, 4L, 4L, 5L, 3L, 5L, 4L, 5L, 4L, 3L, 4L, 2L, 4L,
## 4L, 5L, 2L, 4L, 5L, 5L, 4L, 3L, 4L, 5L, 3L, 4L, 4L, 4L, 5L,
## 5L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 5L, 3L, 4L, 5L,
## 5L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 3L, 3L, 4L, 4L, 4L,
## 4L, 5L, 4L, 5L, 5L, 3L, 4L, 5L, 5L, 4L, 5L, 4L, 5L, 2L, 5L,
## 5L, 4L, 3L, 4L, 4L, 4L, 5L, 3L, NA, NA, NA, NA, 2L, 5L, 5L,
## 4L, 3L, 3L, 5L, 4L, 5L, 5L, 3L, 4L, 4L, 4L, 3L, 4L, 4L, 5L,
## 4L, 5L, 3L, 3L, 5L, NA, NA, 3L, 4L, 3L, 4L, 5L, 4L, 5L, 4L,
## 4L, 4L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 4L, NA, 5L, 5L, 5L, 4L,
## 5L, 3L, 5L, 4L, 4L, 3L, 3L, 3L, 4L, 4L, 3L, 4L, 4L, 4L, 3L,
## 3L, 4L, 4L, 3L, 3L, 5L, 4L, 4L, 3L, 4L, 2L, 5L, 4L, 4L, 4L,
## 5L, 3L, 4L, 3L, 5L, 3L, 3L, 2L, 4L, 4L, 4L, 4L, 4L, 5L, 5L,
## 4L, 5L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 5L, 4L, 3L, 5L, 4L, 3L,
## 5L, 3L, 3L, 5L, 5L, 4L, 3L, 5L, 4L, NA, 3L, 4L, NA, NA, 4L,
## NA, NA, NA, 3L, 6L, 8L, 6L, 3L, 5L, 4L, 4L, 6L, 8L, 5L, 8L,
## 8L, 8L, 4L, 8L, 5L, 5L, 8L, 8L, 6L, 5L, 3L, 1L, 6L, 7L, 6L,
## 8L, 8L, 8L, 7L, 6L, 7L, 5L, 7L, 8L, 5L, 3L, 5L, 4L, 4L, 4L,
## 4L, 4L, 4L, 4L, 5L, 5L, 5L, 4L, 3L, 4L, 5L, 5L, 4L, 2L, 3L,
## 4L, 5L, 3L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 3L, 2L, 4L, 5L, 4L,
## 5L, 3L, 4L, 4L, 5L, 5L, 1L, 4L, 3L, 5L, 4L, 1L, 4L, 3L, 3L,
## 4L, 4L, 5L, 1L, 2L, 4L, 4L, 3L, 5L, 2L, 2L, 4L, 3L, 4L, 4L,
## 4L, 4L, 2L, 4L, 5L, 1L, 4L, 4L, 4L, 3L, 2L, 4L, 5L, 4L, 4L,
## 3L, 4L, 3L, 3L, 4L, 5L, 4L, 5L, 4L, 4L, 5L, 3L, 4L, 2L, 2L,
## 4L, 3L, 5L, 5L, 4L, 2L, 5L, 5L, 5L, 4L, 2L, 4L, 3L, 4L, 3L,
## 3L, 2L, 2L, 5L, 4L, 3L, 4L, 4L, 4L, 4L, 5L, 5L, 4L, 5L, 4L,
## 5L, 4L, 4L, 2L, 3L, 4L, 2L, 1L, 2L, 3L, 2L, 4L, 3L, 3L, 4L,
## 4L, 4L, 4L, 5L, 3L, 3L, 4L, 4L, 2L, 4L, 3L, 4L, 4L, 4L, 3L,
## 5L, 5L, 4L, 5L, 5L, NA, NA, NA, NA, NA, NA, 4L, NA, NA, 3L,
## 4L, NA, NA, NA, 5L, 3L, NA, NA, 3L, NA, NA, NA, NA, NA, 3L,
## NA, 4L, NA, NA, NA, NA, NA, 3L, 5L, NA, 4L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 5L, NA, 4L, NA, NA), APSI_3 = c(2L,
## 5L, 3L, 4L, 3L, 5L, 4L, 4L, 4L, 4L, 5L, 3L, 4L, 2L, 3L, 4L,
## 3L, 4L, 2L, 5L, 2L, 5L, 3L, 4L, 4L, 4L, 5L, 3L, 4L, 4L, 3L,
## 5L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 4L, 5L, 2L,
## 4L, 3L, 3L, 4L, 3L, 2L, 2L, 4L, 4L, 4L, 3L, 4L, 4L, 4L, 4L,
## 4L, 3L, 3L, 5L, 4L, 3L, 1L, 4L, 4L, 2L, 4L, 4L, 3L, 3L, 3L,
## 5L, 3L, 1L, 3L, 4L, 2L, 3L, 5L, 4L, 4L, 5L, 3L, 4L, 5L, 4L,
## 4L, 4L, 4L, 3L, 5L, 4L, 3L, 5L, 3L, 4L, 3L, 2L, 5L, 4L, 3L,
## 4L, 3L, 5L, 3L, 4L, 4L, 4L, 3L, 3L, 1L, 5L, 5L, 3L, 4L, 5L,
## 4L, 4L, 4L, 4L, 4L, 1L, 1L, 4L, 4L, 4L, 5L, 4L, 4L, 4L, 4L,
## 5L, 2L, 4L, 5L, 4L, 5L, 4L, 5L, NA, 2L, 4L, 4L, 4L, NA, NA,
## NA, 5L, 5L, 3L, NA, NA, 4L, 5L, 4L, 4L, 3L, 4L, 5L, 4L, 4L,
## 4L, 4L, 5L, 4L, NA, 4L, NA, 5L, 4L, 3L, 4L, 3L, 3L, 5L, 4L,
## 4L, 5L, 5L, 3L, 4L, 5L, 4L, 4L, 5L, 5L, 5L, 4L, 5L, 3L, 5L,
## 5L, 5L, 5L, 5L, 4L, 4L, 5L, 5L, 3L, NA, NA, NA, NA, 5L, 4L,
## NA, NA, 4L, 4L, 3L, 5L, 4L, 5L, 5L, NA, NA, NA, 4L, 5L, 5L,
## 3L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 5L, 4L, 4L, NA, NA, NA, 5L,
## 5L, 4L, NA, 4L, 3L, 4L, 4L, NA, NA, NA, NA, NA, 4L, 3L, NA,
## NA, NA, NA, 4L, NA, 5L, NA, 2L, NA, NA, 5L, NA, 3L, 4L, 5L,
## 3L, 4L, 5L, NA, 5L, 4L, 4L, NA, NA, 5L, 5L, NA, NA, 3L, 4L,
## 4L, 5L, 5L, NA, 4L, 4L, 4L, NA, 2L, 3L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 3L, NA, NA, 4L, 4L, NA, NA, 5L, NA, NA, NA,
## NA, 4L, 4L, NA, 4L, NA, NA, 2L, NA, 4L, 4L, NA, 4L, NA, NA,
## NA, 4L, 4L, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 5L,
## 4L, NA, 5L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 4L, 5L, 3L,
## NA, 4L, 5L, 5L, NA, 4L, NA, 3L, 4L, NA, 4L, NA, NA, NA, 4L,
## NA, 4L, 2L, NA, 5L, 4L, NA, NA, 5L, 2L, 4L, 3L, 4L, 5L, 3L,
## 3L, NA, NA, NA, NA, 4L, NA, NA, 5L, 4L, NA, NA, 5L, 2L, 5L,
## 4L, NA, NA, NA, 4L, NA, 5L, NA, NA, 3L, NA, 4L, NA, NA, 1L,
## 3L, 4L, 4L, 4L, NA, 4L, NA, 3L, 5L, 5L, NA, 4L, 2L, 5L, 4L,
## NA, NA, NA, NA, 4L, 5L, NA, NA, NA, 4L, 5L, NA, 4L, NA, 5L,
## 5L, NA, 4L, NA, 3L, 4L, NA, 4L, 4L, NA, NA, 5L, NA, 4L, 4L,
## NA, NA, 5L, 5L, 3L, NA, 1L, 5L, 5L, NA, 2L, NA, NA, NA, 5L,
## NA, NA, 5L, NA, 4L, 2L, NA, NA, NA, 5L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 4L, 5L,
## NA, NA, NA, 3L, 4L, NA, NA, 4L, 5L, 5L, 4L, 4L, 4L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 4L, 3L, 3L,
## 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 4L, NA, 5L, 5L, 3L, 3L, 3L, 2L, 3L,
## NA, NA, NA, NA, NA, 4L, 4L, 4L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 3L, NA, NA, NA, NA, 4L, NA, NA, 4L, NA, 3L, NA, NA,
## NA, NA, NA, 3L, NA, 4L, 4L, NA, NA, 3L, 3L, NA, NA, 3L, 5L,
## 4L, NA, NA, 3L, NA, 4L, NA, 4L, 3L, 5L, 5L, 5L, 5L, 4L, 3L,
## 5L, 3L, 5L, 5L, 4L, 5L, 5L, 5L, 4L, 4L, 3L, 2L, 5L, 5L, 5L,
## 4L, 3L, 4L, 3L, 4L, 4L, 5L, 4L, 5L, 2L, 4L, 4L, 3L, 4L, 5L,
## 4L, 4L, 4L, 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 2L, 4L, 5L, 4L, 5L, 5L, 3L, 3L, 4L, 3L, 5L, 3L, 4L,
## 4L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 2L, 4L, 5L, 4L,
## 4L, 4L, 3L, 3L, 3L, 4L, 5L, 5L, 4L, 3L, 4L, 4L, 4L, 4L, 5L,
## 4L, 4L, 3L, 3L, 5L, 4L, 5L, 5L, NA, 4L, 3L, 3L, 3L, 5L, 4L,
## 4L, 5L, 5L, 3L, 3L, 4L, 2L, 5L, 4L, 1L, NA, 4L, 5L, 4L, 4L,
## 5L, 4L, 5L, NA, 4L, 3L, 2L, 4L, 5L, 5L, 3L, 3L, 4L, 3L, 4L,
## 4L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 3L, 3L, 3L, 4L,
## 4L, 4L, 4L, 4L, 5L, 5L, 4L, 5L, 3L, 4L, 3L, 5L, 2L, 4L, 5L,
## 4L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 4L, 4L, 5L, 5L, 4L, 4L, 4L,
## 5L, 5L, 5L, 5L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 4L, 3L, 4L,
## 4L, 5L, 4L, 5L, 5L, 3L, 4L, 3L, 5L, 4L, 5L, 4L, 4L, 3L, 5L,
## 5L, 3L, 4L, 3L, 4L, 4L, 5L, 3L, NA, NA, NA, NA, 3L, 2L, 4L,
## 5L, 3L, 3L, 5L, 4L, 5L, 4L, 3L, 4L, 1L, 4L, 3L, 4L, 3L, 4L,
## 4L, 5L, 3L, 4L, 3L, NA, NA, 3L, 4L, 3L, 4L, 5L, 4L, 5L, 3L,
## 4L, 3L, 5L, 3L, 5L, 4L, 4L, 3L, 4L, 4L, NA, 5L, 5L, 5L, 4L,
## 4L, 1L, 5L, 4L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 5L, 5L, 4L, 3L,
## 4L, 5L, 5L, 4L, 3L, 5L, 5L, 4L, 3L, 3L, 3L, 5L, 4L, 4L, 3L,
## 5L, 4L, 3L, 3L, 2L, 5L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 4L, 5L,
## 5L, 3L, 4L, 4L, 5L, 5L, 4L, 1L, 4L, 2L, 5L, 2L, 5L, 3L, 3L,
## 4L, 4L, 3L, 5L, 4L, 4L, 5L, 5L, 4L, NA, 4L, 4L, NA, NA, 4L,
## NA, NA, NA, 3L, 4L, 1L, 3L, 4L, 3L, 1L, 5L, 3L, 1L, 5L, 1L,
## 1L, 3L, 3L, 1L, 4L, 4L, 1L, 1L, 3L, 2L, 4L, 3L, 7L, 3L, 3L,
## 1L, 8L, 1L, 5L, 3L, 1L, 5L, 2L, 1L, 4L, 4L, 4L, 3L, 3L, 3L,
## 4L, 5L, 4L, 4L, 4L, 5L, 3L, 4L, 5L, 4L, 3L, 5L, 4L, 4L, 3L,
## 5L, 5L, 3L, 3L, 5L, 4L, 4L, 3L, 4L, 5L, 3L, 4L, 5L, 2L, 3L,
## 5L, 4L, 4L, 4L, 5L, 4L, 1L, 5L, 4L, 5L, 4L, 2L, 4L, 3L, 4L,
## 4L, 3L, 1L, 4L, 4L, 3L, 3L, 4L, 5L, 4L, 2L, 4L, 4L, 4L, 4L,
## 3L, 4L, 5L, 5L, 4L, 1L, 4L, 4L, 4L, 4L, 5L, 2L, 5L, 4L, 4L,
## 5L, 5L, 4L, 4L, 4L, 5L, 4L, 4L, 2L, 4L, 4L, 4L, 2L, 5L, 4L,
## 5L, 3L, 2L, 4L, 4L, 1L, 5L, 5L, 5L, 4L, 3L, 4L, 3L, 2L, 2L,
## 1L, 4L, 2L, 4L, 2L, 3L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 5L,
## 5L, 4L, 1L, 2L, 4L, 4L, 2L, 2L, 5L, 4L, 3L, 5L, 3L, 4L, 4L,
## 4L, 4L, 4L, 5L, 4L, 5L, 4L, 3L, 2L, 3L, 4L, 3L, 4L, 3L, 5L,
## 5L, 5L, 3L, 2L, 3L, NA, NA, NA, NA, NA, NA, 5L, NA, NA, 2L,
## 4L, NA, NA, NA, 5L, 4L, NA, NA, 4L, NA, NA, NA, NA, NA, 2L,
## NA, 3L, NA, NA, NA, NA, NA, 3L, 5L, NA, 3L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 5L, NA, 4L, NA, NA), APSI_4 = c(3L,
## 4L, 3L, 3L, 3L, 5L, 4L, 4L, 5L, 4L, 5L, 3L, 3L, 2L, 4L, 2L,
## 5L, 3L, 4L, 3L, 4L, 5L, 3L, 1L, 3L, 2L, 5L, 3L, 4L, 4L, 3L,
## 4L, 4L, 4L, 5L, 4L, 2L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 2L, 4L,
## 4L, 4L, 4L, 4L, 3L, 3L, 1L, 5L, 3L, 3L, 5L, 3L, 4L, 4L, 4L,
## 2L, 3L, 3L, 5L, 3L, 4L, 3L, 3L, 3L, 2L, 4L, 4L, 3L, 4L, 3L,
## 5L, 3L, 1L, 3L, 4L, 2L, 3L, 5L, 4L, 4L, 5L, 3L, 4L, 5L, 5L,
## 3L, 5L, 5L, 3L, 5L, 4L, 3L, 5L, 3L, 4L, 3L, 2L, 5L, 4L, 3L,
## 4L, 3L, 5L, 3L, 4L, 4L, 3L, 2L, 3L, 1L, 2L, 5L, 3L, 5L, 5L,
## 4L, 4L, 4L, 4L, 4L, 1L, 1L, 4L, 5L, 3L, 4L, 3L, 4L, 3L, 3L,
## 4L, 3L, 2L, 5L, 4L, 5L, 3L, 3L, NA, 3L, 4L, 3L, 3L, NA, NA,
## NA, 4L, 4L, 3L, NA, NA, 2L, 4L, 4L, 4L, 3L, 3L, 3L, 2L, 3L,
## 2L, 4L, 5L, 4L, NA, 4L, NA, 5L, 3L, 3L, 4L, 3L, 3L, 5L, 4L,
## 3L, 5L, 5L, 1L, 4L, 3L, 4L, 4L, 4L, 3L, 1L, 3L, 5L, 3L, 3L,
## 2L, 5L, 5L, 5L, 4L, 4L, 4L, 4L, 3L, NA, NA, NA, NA, 4L, 4L,
## NA, NA, 4L, 4L, 3L, 5L, 4L, 4L, 5L, NA, NA, NA, 5L, 4L, 4L,
## 4L, 3L, 4L, 5L, 4L, 4L, 2L, 5L, 5L, 5L, 2L, NA, NA, NA, 3L,
## 5L, 3L, NA, 3L, 5L, 3L, 2L, NA, NA, NA, NA, NA, 3L, 4L, NA,
## NA, NA, NA, 5L, NA, 4L, NA, 4L, NA, NA, 4L, NA, 2L, 4L, 4L,
## 5L, 5L, 3L, NA, 1L, 4L, 2L, NA, NA, 3L, 4L, NA, NA, 3L, 5L,
## 3L, 5L, 5L, NA, 4L, 3L, 3L, NA, 2L, 4L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 1L, NA, NA, 3L, 3L, NA, NA, 4L, NA, NA, NA,
## NA, 3L, 2L, NA, 4L, NA, NA, 2L, NA, 3L, 2L, NA, 5L, NA, NA,
## NA, 3L, 4L, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 5L,
## 4L, NA, 2L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 1L, 4L, 3L,
## NA, 4L, 5L, 5L, NA, 4L, NA, 3L, 4L, NA, 3L, NA, NA, NA, 4L,
## NA, 3L, 3L, NA, 4L, 4L, NA, NA, 4L, 3L, 3L, 2L, 4L, 4L, 4L,
## 4L, NA, NA, NA, NA, 4L, NA, NA, 5L, 4L, NA, NA, 4L, 5L, 5L,
## 5L, NA, NA, NA, 4L, NA, 3L, NA, NA, 2L, NA, 4L, NA, NA, 2L,
## 4L, 5L, 4L, 2L, NA, 2L, NA, 1L, 1L, 5L, NA, 3L, 2L, 5L, 4L,
## NA, NA, NA, NA, 2L, 5L, NA, NA, NA, 2L, 5L, NA, 2L, NA, 5L,
## 3L, NA, 5L, NA, 3L, 5L, NA, 4L, 3L, NA, NA, 3L, NA, 3L, 5L,
## NA, NA, 5L, 5L, 2L, NA, 4L, 4L, 5L, NA, 3L, NA, NA, NA, 1L,
## NA, NA, 3L, NA, 3L, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 3L, 5L,
## NA, NA, NA, 3L, 4L, NA, NA, 4L, 5L, 5L, 4L, 5L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 3L, 3L, 3L,
## 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 2L, NA, 5L, 5L, 3L, 4L, 3L, 4L, 4L,
## NA, NA, NA, NA, NA, 1L, 4L, 4L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 3L, NA, NA, NA, NA, 4L, NA, NA, 2L, NA, 1L, NA, NA,
## NA, NA, NA, 5L, NA, 4L, 3L, NA, NA, 3L, 3L, NA, NA, 3L, 5L,
## 4L, NA, NA, 3L, NA, 4L, NA, 3L, 4L, 5L, 3L, 5L, 4L, 1L, 5L,
## 2L, 2L, 5L, 5L, 4L, 5L, 3L, 5L, 4L, 5L, 4L, 3L, 5L, 5L, 4L,
## 5L, 3L, 3L, 5L, 4L, 5L, 5L, 4L, 3L, 3L, 4L, 3L, 4L, 4L, 5L,
## 4L, 5L, 3L, 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 5L, 3L, 4L, 5L, 5L, 3L, 3L, 4L, 4L, 4L, 3L, 4L,
## 4L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 3L, 3L, 5L,
## 5L, 5L, 3L, 3L, 2L, 4L, 1L, 5L, 4L, 5L, 4L, 5L, 4L, 4L, 4L,
## 4L, 1L, 3L, 3L, 5L, 4L, 4L, 5L, NA, 4L, 1L, 4L, 4L, 5L, 4L,
## 4L, 5L, 4L, 3L, 3L, 3L, 5L, 5L, 4L, 1L, NA, 4L, 4L, 5L, 4L,
## 5L, 5L, 5L, NA, 3L, 4L, 2L, 4L, 5L, 5L, 4L, 2L, 3L, 4L, 4L,
## 4L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 3L, 4L, 4L,
## 3L, 5L, 2L, 5L, 4L, 5L, 4L, 4L, 4L, 5L, 3L, 3L, 4L, 4L, 5L,
## 5L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 3L, 5L, 5L, 5L,
## 5L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 5L,
## 5L, 5L, 2L, 4L, 5L, 4L, 4L, 5L, 5L, 4L, 5L, 3L, 5L, 2L, 5L,
## 5L, 4L, 4L, 4L, 4L, 5L, 5L, 3L, NA, NA, NA, NA, 4L, 5L, 5L,
## 4L, 4L, 4L, 5L, 3L, 5L, 5L, 3L, 4L, 4L, 4L, 4L, 4L, 3L, 5L,
## 4L, 5L, 4L, 4L, 4L, NA, NA, 3L, 5L, 3L, 4L, 5L, 4L, 5L, 4L,
## 4L, 4L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, NA, 5L, 5L, 4L, 3L,
## 5L, 4L, 3L, 4L, 4L, 3L, 3L, 3L, 3L, 3L, 5L, 4L, 3L, 5L, 1L,
## 4L, 5L, 2L, 4L, 5L, 4L, 5L, 5L, 3L, 4L, 3L, 5L, 2L, 4L, 4L,
## 5L, 4L, 2L, 3L, 3L, 1L, 4L, 1L, 3L, 4L, 3L, 4L, 3L, 2L, 4L,
## 4L, 5L, 4L, 3L, 5L, 4L, 4L, 4L, 3L, 5L, 5L, 3L, 4L, 5L, 2L,
## 5L, 4L, 2L, 5L, 4L, 3L, 4L, 4L, 2L, NA, 3L, 4L, NA, NA, 4L,
## NA, NA, NA, 3L, 8L, 8L, 5L, 5L, 5L, 5L, 4L, 8L, 8L, 5L, 1L,
## 8L, 8L, 5L, 8L, 6L, 5L, 8L, 7L, 8L, 7L, 5L, 5L, 7L, 7L, 7L,
## 8L, 8L, 7L, 7L, 6L, 7L, 4L, 7L, 8L, 5L, 5L, 5L, 3L, 2L, 3L,
## 4L, 1L, 4L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 3L, 5L, 4L, 1L, 3L,
## 4L, 5L, 1L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 3L, 3L, 4L, 5L, 3L,
## 5L, 4L, 4L, 4L, 5L, 5L, 1L, 4L, 5L, 5L, 4L, 1L, 2L, 4L, 4L,
## 4L, 2L, 4L, 3L, 2L, 4L, 4L, 3L, 4L, 2L, 3L, 4L, 3L, 4L, 3L,
## 3L, 3L, 2L, 4L, 4L, 1L, 4L, 1L, 3L, 3L, 2L, 3L, 4L, 4L, 3L,
## 5L, 4L, 5L, 2L, 5L, 4L, 3L, 4L, 3L, 3L, 3L, 3L, 2L, 4L, 3L,
## 5L, 3L, 5L, 5L, 4L, 4L, 4L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 3L,
## 3L, 4L, 2L, 5L, 4L, 3L, 4L, 4L, 4L, 4L, 2L, 5L, 4L, 5L, 3L,
## 5L, 3L, 3L, 2L, 3L, 4L, 2L, 1L, 3L, 4L, 4L, 4L, 4L, 3L, 4L,
## 5L, 4L, 2L, 5L, 3L, 3L, 4L, 4L, 2L, 2L, 2L, 3L, 4L, 3L, 3L,
## 5L, 5L, 3L, 3L, 5L, NA, NA, NA, NA, NA, NA, 4L, NA, NA, 3L,
## 4L, NA, NA, NA, 5L, 2L, NA, NA, 4L, NA, NA, NA, NA, NA, 4L,
## NA, 2L, NA, NA, NA, NA, NA, 3L, 5L, NA, 4L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 5L, NA, 4L, NA, NA), APSI_5 = c(5L,
## 2L, 3L, 5L, 5L, 5L, 4L, 2L, 3L, 4L, 4L, 3L, 4L, 2L, 4L, 3L,
## 3L, 4L, 3L, 5L, 4L, 5L, 3L, 4L, 4L, 4L, 5L, 4L, 3L, 4L, 5L,
## 5L, 5L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 4L, 3L,
## 4L, 3L, 4L, 5L, 3L, 3L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
## 4L, 3L, 3L, 5L, 5L, 2L, 3L, 4L, 4L, 2L, 3L, 4L, 3L, 4L, 3L,
## 5L, 3L, 1L, 3L, 4L, 3L, 3L, 4L, 4L, 4L, 5L, 4L, 5L, 5L, 4L,
## 5L, 4L, 4L, 4L, 5L, 4L, 3L, 5L, 3L, 4L, 3L, 2L, 4L, 4L, 3L,
## 4L, 3L, 5L, 4L, 4L, 5L, 3L, 3L, 3L, 1L, 5L, 5L, 3L, 5L, 4L,
## 5L, 5L, 5L, 3L, 4L, 1L, 1L, 4L, 4L, 3L, 5L, 4L, 4L, 4L, 5L,
## 4L, 5L, 4L, 5L, 4L, 5L, 5L, 5L, NA, 4L, 5L, 4L, 4L, NA, NA,
## NA, 5L, 5L, 5L, NA, NA, 3L, 4L, 4L, 4L, 2L, 4L, 5L, 3L, 4L,
## 4L, 4L, 4L, 5L, NA, 4L, NA, 5L, 4L, 4L, 4L, 3L, 3L, 3L, 5L,
## 5L, 5L, 5L, 2L, 3L, 5L, 4L, 4L, 5L, 5L, 5L, 4L, 4L, 3L, 3L,
## 4L, 5L, 5L, 4L, 5L, 4L, 5L, 5L, 3L, NA, NA, NA, NA, 5L, 4L,
## NA, NA, 5L, 3L, 4L, 5L, 4L, 5L, 5L, NA, NA, NA, 4L, 4L, 5L,
## 4L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 5L, 5L, 3L, NA, NA, NA, 5L,
## 5L, 4L, NA, 3L, 4L, 4L, 4L, NA, NA, NA, NA, NA, 4L, 5L, NA,
## NA, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 5L, NA, 3L, 4L, 5L,
## 3L, 4L, 5L, NA, 5L, 5L, 4L, NA, NA, 5L, 5L, NA, NA, 3L, 3L,
## 4L, 5L, 5L, NA, 5L, 4L, 3L, NA, 2L, 3L, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 5L, NA, NA, 4L, 4L, NA, NA, 5L, NA, NA, NA,
## NA, 4L, 2L, NA, 4L, NA, NA, 3L, NA, 4L, 5L, NA, 3L, NA, NA,
## NA, 4L, 4L, NA, NA, 4L, NA, 4L, NA, 1L, NA, NA, 4L, NA, 5L,
## 2L, NA, 5L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 3L, 5L, 3L,
## NA, 4L, 5L, 4L, NA, 4L, NA, 3L, 4L, NA, 4L, NA, NA, NA, 5L,
## NA, 4L, 3L, NA, 5L, 4L, NA, NA, 5L, 2L, 5L, 3L, 4L, 5L, 4L,
## 2L, NA, NA, NA, NA, 4L, NA, NA, 5L, 4L, NA, NA, 5L, 2L, 5L,
## 5L, NA, NA, NA, 4L, NA, 5L, NA, NA, 3L, NA, 4L, NA, NA, 1L,
## 4L, 5L, 4L, 4L, NA, 4L, NA, 4L, 5L, 5L, NA, 4L, 1L, 5L, 4L,
## NA, NA, NA, NA, 4L, 5L, NA, NA, NA, 4L, 5L, NA, 3L, NA, 5L,
## 5L, NA, 4L, NA, 3L, 4L, NA, 4L, 4L, NA, NA, 5L, NA, 5L, 4L,
## NA, NA, 5L, 5L, 2L, NA, 5L, 5L, 3L, NA, 3L, NA, NA, NA, 3L,
## NA, NA, 2L, NA, 4L, 4L, NA, NA, NA, 5L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 4L, 5L,
## NA, NA, NA, 4L, 4L, NA, NA, 4L, 5L, 5L, 4L, 1L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 1L, 2L, 4L,
## 4L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 5L, NA, 4L, NA, 5L, 5L, 3L, 3L, 3L, 4L, 5L,
## NA, NA, NA, NA, NA, 2L, 4L, 4L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 3L, NA, NA, NA, NA, 4L, NA, NA, 5L, NA, 4L, NA, NA,
## NA, NA, NA, 4L, NA, 4L, 4L, NA, NA, 3L, 3L, NA, NA, 3L, 5L,
## 4L, NA, NA, 3L, NA, 4L, NA, 5L, 4L, 5L, 5L, 5L, 5L, 5L, 4L,
## 5L, 3L, 5L, 5L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, 3L, 5L, 4L, 5L,
## 5L, 4L, 4L, 4L, 4L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 5L, 4L, 5L,
## 4L, 2L, 3L, 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 2L, 4L, 5L, 4L, 5L, 5L, 3L, 3L, 5L, 3L, 4L, 3L, 4L,
## 4L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 3L, 4L, 4L, 2L, 4L, 3L, 4L,
## 5L, 5L, 3L, 4L, 4L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 5L,
## 3L, 2L, 3L, 4L, 5L, 4L, 5L, 5L, NA, 4L, 5L, 4L, 4L, 5L, 4L,
## 4L, 5L, 4L, 3L, 3L, 4L, 4L, 5L, 5L, 1L, NA, 4L, 4L, 5L, 5L,
## 5L, 4L, 5L, NA, 1L, 3L, 2L, 4L, 4L, 5L, 3L, 3L, 5L, 3L, 4L,
## 4L, 4L, 4L, 4L, 5L, 5L, 4L, 5L, 3L, 5L, 4L, 4L, 4L, 3L, 4L,
## 4L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 4L, 4L, 3L, 5L, 4L, 5L, 5L,
## 4L, 4L, 5L, 5L, 5L, 3L, 4L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 4L,
## 5L, 5L, 5L, 5L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 4L, 3L, 4L,
## 3L, 5L, 5L, 5L, 5L, 1L, 4L, 3L, 4L, 4L, 5L, 3L, 4L, 3L, 5L,
## 5L, 4L, 4L, 4L, 4L, 4L, 5L, 3L, NA, NA, NA, NA, 4L, 4L, 5L,
## 4L, 4L, 3L, 4L, 4L, 5L, 5L, 3L, 4L, 4L, 4L, 3L, 4L, 3L, 4L,
## 4L, 4L, 3L, 4L, 4L, NA, NA, 3L, 4L, 3L, 4L, 5L, 4L, 5L, 3L,
## 4L, 4L, 4L, 3L, 4L, 4L, 4L, 3L, 4L, 4L, NA, 5L, 5L, 5L, 4L,
## 4L, 4L, 5L, 5L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 5L, 4L, 3L,
## 4L, 5L, 5L, 4L, 4L, 5L, 5L, 5L, 4L, 4L, 3L, 5L, 4L, 3L, 4L,
## 5L, 4L, 4L, 3L, 3L, 5L, 4L, 4L, 4L, 4L, 3L, 4L, 5L, 3L, 5L,
## 4L, 5L, 4L, 4L, 4L, 5L, 4L, 2L, 5L, 5L, 5L, 2L, 3L, 5L, 2L,
## 5L, 3L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, NA, 4L, 4L, NA, NA, 4L,
## NA, NA, NA, 3L, 7L, 6L, 8L, 7L, 5L, 5L, 6L, 8L, 8L, 5L, 8L,
## 8L, 8L, 7L, 6L, 6L, 3L, 8L, 7L, 6L, 4L, 5L, 6L, 8L, 7L, 5L,
## 8L, 8L, 7L, 8L, 7L, 6L, 8L, 8L, 7L, 6L, 5L, 5L, 4L, 4L, 3L,
## 4L, 5L, 4L, 4L, 4L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 2L, 3L,
## 5L, 5L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 3L, 4L, 4L, 4L, 3L,
## 5L, 3L, 5L, 4L, 5L, 5L, 1L, 4L, 4L, 5L, 5L, 1L, 4L, 4L, 5L,
## 5L, 4L, 5L, 5L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 4L,
## 4L, 4L, 4L, 5L, 4L, 1L, 3L, 4L, 4L, 4L, 3L, 4L, 5L, 4L, 4L,
## 5L, 4L, 4L, 4L, 5L, 4L, 4L, 4L, 2L, 4L, 5L, 4L, 4L, 5L, 4L,
## 4L, 4L, 4L, 2L, 5L, 4L, 5L, 5L, 5L, 3L, 3L, 4L, 3L, 4L, 2L,
## 4L, 3L, 3L, 5L, 5L, 3L, 4L, 4L, 4L, 5L, 5L, 5L, 4L, 4L, 5L,
## 5L, 4L, 3L, 2L, 3L, 4L, 2L, 3L, 5L, 3L, 4L, 5L, 4L, 3L, 4L,
## 3L, 4L, 4L, 4L, 5L, 2L, 4L, 4L, 3L, 3L, 4L, 4L, 4L, 4L, 5L,
## 5L, 5L, 4L, 4L, 5L, NA, NA, NA, NA, NA, NA, 5L, NA, NA, 4L,
## 4L, NA, NA, NA, 4L, 4L, NA, NA, 4L, NA, NA, NA, NA, NA, 4L,
## NA, 4L, NA, NA, NA, NA, NA, 3L, 5L, NA, 4L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 5L, NA, 4L, NA, NA), APSI_6 = c(2L,
## 3L, 3L, 4L, 2L, 3L, 4L, 4L, 1L, 4L, 2L, 3L, 3L, 3L, 2L, 5L,
## 3L, 4L, 2L, 3L, 4L, 5L, 3L, 3L, 3L, 4L, 1L, 3L, 3L, 2L, 5L,
## 2L, 1L, 4L, 1L, 2L, 4L, 2L, 2L, 3L, 3L, 1L, 3L, 3L, 3L, 4L,
## 2L, 3L, 2L, 4L, 3L, 3L, 5L, 3L, 1L, 3L, 1L, 2L, 2L, 3L, 3L,
## 4L, 3L, 3L, 5L, 3L, 3L, 3L, 3L, 2L, 2L, 4L, 2L, 3L, 2L, 3L,
## 1L, 3L, 1L, 3L, 3L, 5L, 3L, 2L, 3L, 3L, 3L, 3L, 1L, 1L, 1L,
## 4L, 3L, 2L, 3L, 5L, 2L, 3L, 5L, 3L, 2L, 2L, 1L, 1L, 4L, 3L,
## 2L, 4L, 5L, 2L, 2L, 2L, 2L, 3L, 3L, 1L, 1L, 1L, 3L, 1L, 2L,
## 2L, 3L, 1L, 3L, 1L, 5L, 5L, 4L, 3L, 3L, 4L, 3L, 2L, 4L, 3L,
## 2L, 3L, 2L, 1L, 4L, 2L, 4L, 4L, NA, 1L, 2L, 3L, 2L, NA, NA,
## NA, 1L, 3L, 4L, NA, NA, 3L, 2L, 2L, 2L, 5L, 2L, 5L, 3L, 4L,
## 4L, 2L, 1L, 2L, NA, 3L, NA, 1L, 3L, 4L, 2L, 3L, 3L, 3L, 3L,
## 4L, 5L, 2L, 5L, 4L, 3L, 4L, 4L, 2L, 3L, 3L, 2L, 1L, 3L, 3L,
## 4L, 1L, 1L, 2L, 3L, 2L, 2L, 5L, 3L, NA, NA, NA, NA, 3L, 3L,
## NA, NA, 1L, 1L, 4L, 3L, 1L, 4L, 1L, NA, NA, NA, 4L, 3L, 2L,
## 3L, 2L, 2L, 3L, 1L, 1L, 2L, 2L, 1L, 1L, 4L, NA, NA, NA, 3L,
## 3L, 2L, NA, 5L, 2L, 2L, 2L, NA, NA, NA, NA, NA, 3L, 3L, NA,
## NA, NA, NA, 3L, NA, 2L, NA, 4L, NA, NA, 1L, NA, 4L, 2L, 3L,
## 4L, 3L, 1L, NA, 2L, 3L, 3L, NA, NA, 3L, 4L, NA, NA, 3L, 3L,
## 4L, 1L, 1L, NA, 3L, 2L, 2L, NA, 4L, 4L, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 5L, NA, NA, 4L, 3L, NA, NA, 3L, NA, NA, NA,
## NA, 3L, 4L, NA, 4L, NA, NA, 4L, NA, 3L, 4L, NA, 3L, NA, NA,
## NA, 4L, 2L, NA, NA, 4L, NA, 2L, NA, 2L, NA, NA, 4L, NA, 2L,
## 3L, NA, 2L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 5L, 1L, 2L,
## NA, 2L, 2L, 2L, NA, 2L, NA, 5L, 1L, NA, 3L, NA, NA, NA, 2L,
## NA, 4L, 4L, NA, 3L, 4L, NA, NA, 2L, 4L, 4L, 3L, 2L, 1L, 2L,
## 5L, NA, NA, NA, NA, 4L, NA, NA, 5L, 3L, NA, NA, 1L, 2L, 1L,
## 5L, NA, NA, NA, 2L, NA, 3L, NA, NA, 3L, NA, 2L, NA, NA, 5L,
## 3L, 1L, 3L, 4L, NA, 3L, NA, 4L, 5L, 1L, NA, 3L, 1L, 5L, 4L,
## NA, NA, NA, NA, 2L, 1L, NA, NA, NA, 2L, 2L, NA, 3L, NA, 4L,
## 4L, NA, 1L, NA, 3L, 2L, NA, 5L, 1L, NA, NA, 2L, NA, 5L, 4L,
## NA, NA, 2L, 5L, 4L, NA, 3L, 3L, 3L, NA, 4L, NA, NA, NA, 4L,
## NA, NA, 5L, NA, 4L, 3L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 3L, 1L,
## NA, NA, NA, 3L, 4L, NA, NA, 1L, 1L, 1L, 2L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 3L, 3L, 2L,
## 2L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 5L, NA, 2L, 5L, 3L, 2L, 3L, 2L, 3L,
## NA, NA, NA, NA, NA, 4L, 3L, 1L, NA, NA, NA, NA, NA, NA, 2L,
## NA, NA, 4L, NA, NA, NA, NA, 3L, NA, NA, 2L, NA, 5L, NA, NA,
## NA, NA, NA, 3L, NA, 2L, 5L, NA, NA, 3L, 3L, NA, NA, 3L, 3L,
## 2L, NA, NA, 3L, NA, 4L, NA, 4L, 4L, 5L, 5L, 3L, 3L, 4L, 3L,
## 4L, 3L, 3L, 1L, 4L, 2L, 4L, 3L, 2L, 2L, 3L, 1L, 3L, 1L, 4L,
## 3L, 4L, 5L, 5L, 2L, 4L, 1L, 4L, 5L, 3L, 4L, 3L, 5L, 2L, 1L,
## 1L, 3L, 3L, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 1L, 2L, 3L, 2L, 1L, 3L, 3L, 3L, 2L, 4L, 3L, 2L,
## 2L, 4L, 5L, 2L, 3L, 1L, 1L, 3L, 2L, 2L, 2L, 2L, 1L, 4L, 1L,
## 1L, 3L, 2L, 4L, 4L, 4L, 4L, 3L, 2L, 1L, 3L, 1L, 2L, 1L, 5L,
## 4L, 5L, 3L, 3L, 1L, 2L, 3L, 1L, NA, 4L, 5L, 3L, 2L, 1L, 2L,
## 5L, 1L, 2L, 3L, 4L, 4L, 1L, 1L, 1L, 5L, NA, 2L, 2L, 1L, 1L,
## 2L, 2L, 5L, NA, 3L, 2L, 2L, 3L, 1L, 2L, 2L, 5L, 4L, 2L, 4L,
## 4L, 1L, 4L, 4L, 2L, 1L, 3L, 1L, 3L, 1L, 2L, 4L, 4L, 4L, 3L,
## 4L, 2L, 3L, 1L, 1L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 4L, 5L,
## 1L, 4L, 3L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 4L, 1L, 2L, 4L,
## 2L, 4L, 5L, 3L, 1L, 2L, 2L, 2L, 2L, 1L, 5L, 3L, 4L, 1L, 5L,
## 1L, 5L, 3L, 1L, 2L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 1L, 3L, 1L,
## 1L, 3L, 1L, 3L, 4L, 3L, 5L, 2L, NA, NA, NA, NA, 3L, 3L, 1L,
## 1L, 4L, 3L, 1L, 4L, 1L, 5L, 3L, 2L, 2L, 4L, 3L, 2L, 3L, 4L,
## 3L, 1L, 3L, 3L, 4L, NA, NA, 3L, 3L, 3L, 2L, 1L, 2L, 1L, 3L,
## 2L, 3L, 2L, 4L, 4L, 3L, 4L, 1L, 4L, 4L, NA, 1L, 1L, 2L, 2L,
## 1L, 4L, 1L, 4L, 4L, 3L, 1L, 3L, 1L, 2L, 4L, 2L, 3L, 4L, 5L,
## 3L, 3L, 3L, 2L, 2L, 4L, 3L, 4L, 3L, 2L, 3L, 2L, 3L, 2L, 4L,
## 1L, 2L, 1L, 3L, 1L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 1L, 4L, 2L,
## 5L, 3L, 3L, 2L, 3L, 3L, 2L, 2L, 1L, 3L, 2L, 3L, 3L, 2L, 3L,
## 2L, 1L, 3L, 1L, 1L, 3L, 3L, 1L, 3L, NA, 3L, 2L, NA, NA, 1L,
## NA, NA, NA, 3L, 7L, 8L, 6L, 5L, 8L, 7L, 6L, 8L, 8L, 5L, 8L,
## 7L, 7L, 5L, 8L, 5L, 5L, 8L, 8L, 6L, 6L, 6L, 6L, 6L, 7L, 7L,
## 8L, 8L, 7L, 8L, 7L, 6L, 5L, 7L, 7L, 5L, 1L, 3L, 4L, 4L, 2L,
## 4L, 4L, 2L, 3L, 1L, 3L, 1L, 2L, 5L, 1L, 3L, 1L, 2L, 5L, 3L,
## 3L, 1L, 5L, 2L, 1L, 4L, 2L, 3L, 5L, 1L, 3L, 4L, 2L, 1L, 4L,
## 1L, 4L, 1L, 2L, 2L, 1L, 5L, 2L, 2L, 5L, 1L, 5L, 4L, 3L, 3L,
## 4L, 4L, 2L, 3L, 4L, 2L, 1L, 3L, 3L, 4L, 3L, 2L, 2L, 2L, 2L,
## 3L, 2L, 3L, 2L, 2L, 1L, 3L, 3L, 2L, 2L, 4L, 4L, 3L, 5L, 3L,
## 3L, 3L, 4L, 4L, 2L, 1L, 3L, 2L, 5L, 3L, 3L, 3L, 2L, 2L, 3L,
## 2L, 2L, 2L, 2L, 2L, 4L, 1L, 2L, 5L, 4L, 2L, 3L, 5L, 2L, 3L,
## 4L, 5L, 3L, 1L, 2L, 3L, 4L, 2L, 3L, 3L, 2L, 1L, 2L, 2L, 4L,
## 1L, 2L, 3L, 4L, 4L, 2L, 3L, 5L, 2L, 3L, 3L, 3L, 2L, 2L, 2L,
## 2L, 2L, 2L, 2L, 4L, 3L, 3L, 3L, 4L, 4L, 4L, 2L, 2L, 4L, 2L,
## 3L, 1L, 3L, 2L, 1L, NA, NA, NA, NA, NA, NA, 3L, NA, NA, 3L,
## 2L, NA, NA, NA, 2L, 3L, NA, NA, 3L, NA, NA, NA, NA, NA, 3L,
## NA, 3L, NA, NA, NA, NA, NA, 3L, 1L, NA, 1L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 3L, NA, 3L, NA, NA), APSI_7 = c(1L,
## 4L, 3L, 3L, 1L, 4L, 4L, 3L, 3L, 4L, 5L, 3L, 3L, 4L, 4L, 4L,
## 2L, 1L, 3L, 3L, 4L, 5L, 3L, 2L, 5L, 3L, 5L, 3L, 4L, 5L, 4L,
## 3L, 5L, 4L, 5L, 4L, 2L, 4L, 4L, 3L, 3L, 3L, 3L, 4L, 1L, 3L,
## 4L, 4L, 4L, 5L, 3L, 4L, 2L, 4L, 5L, 4L, 5L, 3L, 4L, 4L, 4L,
## 3L, 3L, 3L, 5L, 4L, 2L, 1L, 4L, 3L, 2L, 3L, 4L, 3L, 3L, 3L,
## 5L, 3L, 1L, 3L, 4L, 3L, 5L, 5L, 3L, 4L, 4L, 5L, 4L, 5L, 4L,
## 3L, 4L, 4L, 4L, 5L, 4L, 3L, 5L, 3L, 3L, 4L, 2L, 5L, 4L, 3L,
## 4L, 3L, 5L, 4L, 4L, 4L, 3L, 3L, 3L, 1L, 4L, 5L, 3L, 4L, 2L,
## 3L, 3L, 4L, 3L, 4L, 1L, 1L, 4L, 4L, 4L, 4L, 2L, 5L, 2L, 3L,
## 4L, 3L, 4L, 5L, 3L, 3L, 4L, 3L, NA, 3L, 5L, 3L, 4L, NA, NA,
## NA, 2L, 4L, 3L, NA, NA, 4L, 3L, 5L, 3L, 4L, 4L, 5L, 3L, 3L,
## 4L, 4L, 5L, 4L, NA, 3L, NA, 5L, 5L, 2L, 4L, 3L, 3L, 3L, 5L,
## 3L, 4L, 5L, 5L, 3L, 4L, 4L, 4L, 5L, 2L, 5L, 4L, 4L, 3L, 3L,
## 3L, 5L, 4L, 4L, 3L, 5L, 4L, 5L, 3L, NA, NA, NA, NA, 4L, 4L,
## NA, NA, 5L, 5L, 3L, 4L, 5L, 3L, 5L, NA, NA, NA, 5L, 3L, 5L,
## 4L, 5L, 4L, 5L, 4L, 4L, 4L, 5L, 5L, 5L, 4L, NA, NA, NA, 4L,
## 4L, 4L, NA, 2L, 4L, 4L, 5L, NA, NA, NA, NA, NA, 2L, 4L, NA,
## NA, NA, NA, 4L, NA, 4L, NA, 4L, NA, NA, 5L, NA, 3L, 4L, 3L,
## 4L, 5L, 4L, NA, 1L, 4L, 4L, NA, NA, 5L, 3L, NA, NA, 3L, 1L,
## 2L, 5L, 5L, NA, 4L, 4L, 4L, NA, 2L, 2L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 1L, NA, NA, 4L, 4L, NA, NA, 5L, NA, NA, NA,
## NA, 3L, 4L, NA, 2L, NA, NA, 4L, NA, 4L, 3L, NA, 5L, NA, NA,
## NA, 2L, 4L, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 5L,
## 2L, NA, 5L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 1L, 4L, 4L,
## NA, 4L, 5L, 5L, NA, 4L, NA, 3L, 4L, NA, 4L, NA, NA, NA, 4L,
## NA, 4L, 3L, NA, 4L, 3L, NA, NA, 4L, 3L, 4L, 3L, 5L, 5L, 3L,
## 4L, NA, NA, NA, NA, 4L, NA, NA, 5L, 4L, NA, NA, 5L, 5L, 5L,
## 5L, NA, NA, NA, 4L, NA, 4L, NA, NA, 4L, NA, 2L, NA, NA, 4L,
## 4L, 5L, 4L, 2L, NA, 2L, NA, 2L, 1L, 5L, NA, 3L, 2L, 5L, 5L,
## NA, NA, NA, NA, 3L, 5L, NA, NA, NA, 4L, 5L, NA, 3L, NA, 4L,
## 4L, NA, 4L, NA, 3L, 5L, NA, 2L, 4L, NA, NA, 4L, NA, 4L, 4L,
## NA, NA, 2L, 5L, 4L, NA, 4L, 3L, 3L, NA, 4L, NA, NA, NA, 3L,
## NA, NA, 1L, NA, 3L, 3L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 4L, 5L,
## NA, NA, NA, 4L, 4L, NA, NA, 4L, 5L, 5L, 4L, 5L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 3L, 3L, 3L,
## 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 2L, NA, 4L, NA, 5L, 5L, 3L, 4L, 3L, 2L, 4L,
## NA, NA, NA, NA, NA, 3L, 4L, 4L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 4L, NA, NA, NA, NA, 3L, NA, NA, 3L, NA, 1L, NA, NA,
## NA, NA, NA, 5L, NA, 4L, 3L, NA, NA, 3L, 3L, NA, NA, 4L, 5L,
## 4L, NA, NA, 3L, NA, 4L, NA, 3L, 5L, 5L, 4L, 5L, 4L, 1L, 4L,
## 3L, 2L, 5L, 5L, 4L, 5L, 4L, 5L, 4L, 5L, 5L, 1L, 5L, 4L, 4L,
## 3L, 3L, 2L, 3L, 4L, 5L, 5L, 4L, 5L, 3L, 4L, 3L, 3L, 4L, 5L,
## 4L, 4L, 3L, 3L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 4L, 5L, 3L, 4L, 5L, 5L, 3L, 3L, 5L, 5L, 4L, 3L, 4L,
## 5L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 4L, 3L, 4L, 3L, 4L, 4L, 2L,
## 5L, 5L, 3L, 4L, 4L, 4L, 3L, 4L, 5L, 5L, 3L, 5L, 4L, 5L, 5L,
## 3L, 3L, 3L, 4L, 4L, 4L, 4L, 5L, NA, 4L, 1L, 4L, 4L, 5L, 4L,
## 4L, 5L, 3L, 3L, 3L, 4L, 4L, 5L, 4L, 1L, NA, 4L, 4L, 5L, 5L,
## 5L, 4L, 5L, NA, 5L, 3L, 2L, 4L, 5L, 5L, 3L, 3L, 3L, 3L, 4L,
## 4L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 3L, 4L, 4L, 3L, 4L, 4L, 4L,
## 4L, 4L, 2L, 4L, 4L, 5L, 4L, 3L, 4L, 4L, 3L, 4L, 4L, 4L, 5L,
## 5L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 5L, 5L, 5L, 5L,
## 4L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 3L, 5L, 4L, 4L, 4L, 5L, 4L,
## 5L, 5L, 4L, 3L, 5L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 3L, 5L,
## 5L, 4L, 4L, 3L, 4L, 5L, 5L, 2L, NA, NA, NA, NA, 3L, 1L, 5L,
## 4L, 3L, 4L, 5L, 4L, 5L, 5L, 3L, 4L, 3L, 4L, 3L, 4L, 4L, 4L,
## 4L, 5L, 5L, 4L, 3L, NA, NA, 3L, 4L, 3L, 5L, 4L, 4L, 5L, 4L,
## 4L, 4L, 5L, 5L, 3L, 4L, 4L, 4L, 4L, 4L, NA, 5L, 5L, 3L, 4L,
## 5L, 4L, 4L, 3L, 5L, 4L, 5L, 4L, 3L, 3L, 4L, 3L, 3L, 5L, 3L,
## 4L, 5L, 2L, 4L, 4L, 4L, 5L, 5L, 3L, 4L, 4L, 5L, 3L, 4L, 3L,
## 5L, 4L, 3L, 3L, 3L, 1L, 4L, 2L, 4L, 4L, 3L, 5L, 4L, 5L, 3L,
## 3L, 5L, 4L, 3L, 5L, 3L, 4L, 3L, 3L, 5L, 4L, 3L, 5L, 4L, 3L,
## 4L, 4L, 2L, 5L, 4L, 4L, 4L, 3L, 2L, NA, 3L, 4L, NA, NA, 4L,
## NA, NA, NA, 3L, 8L, 8L, 5L, 5L, 8L, 4L, 4L, 8L, 8L, 5L, 1L,
## 6L, 8L, 5L, 8L, 6L, 6L, 8L, 6L, 3L, 5L, 3L, 6L, 7L, 7L, 8L,
## 8L, 8L, 7L, 7L, 6L, 5L, 7L, 7L, 8L, 4L, 5L, 5L, 4L, 4L, 3L,
## 4L, 3L, 5L, 3L, 5L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 4L, 3L, 3L,
## 4L, 5L, 1L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 3L, 4L, 3L, 4L, 3L,
## 5L, 3L, 4L, 4L, 5L, 5L, 1L, 4L, 4L, 5L, 5L, 2L, 2L, 4L, 3L,
## 5L, 2L, 4L, 5L, 2L, 5L, 4L, 3L, 5L, 3L, 2L, 5L, 4L, 4L, 4L,
## 3L, 3L, 4L, 4L, 3L, 1L, 4L, 4L, 3L, 4L, 5L, 2L, 3L, 4L, 4L,
## 5L, 3L, 5L, 3L, 5L, 5L, 4L, 4L, 2L, 3L, 4L, 3L, 2L, 4L, 2L,
## 3L, 3L, 4L, 5L, 5L, 4L, 5L, 3L, 5L, 4L, 4L, 4L, 3L, 3L, 2L,
## 3L, 3L, 3L, 4L, 4L, 3L, 2L, 4L, 4L, 3L, 4L, 5L, 4L, 4L, 3L,
## 4L, 4L, 3L, 2L, 3L, 4L, 2L, 4L, 4L, 3L, 3L, 2L, 4L, 3L, 4L,
## 2L, 4L, 3L, 4L, 3L, 3L, 4L, 4L, 4L, 2L, 1L, 3L, 4L, 4L, 5L,
## 2L, 5L, 3L, 3L, 3L, NA, NA, NA, NA, NA, NA, 2L, NA, NA, 3L,
## 4L, NA, NA, NA, 4L, 3L, NA, NA, 2L, NA, NA, NA, NA, NA, 3L,
## NA, 2L, NA, NA, NA, NA, NA, 3L, 5L, NA, 4L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 4L, NA, 3L, NA, NA), APSI_8 = c(3L,
## 1L, 3L, 3L, 2L, 5L, 4L, 3L, 3L, 4L, 5L, 3L, 4L, 2L, 5L, 3L,
## 1L, 1L, 4L, 3L, 5L, 5L, 3L, 2L, 5L, 2L, 3L, 3L, 2L, 4L, 5L,
## 5L, 4L, 4L, 5L, 3L, 2L, 4L, 5L, 3L, 3L, 3L, 4L, 4L, 4L, 4L,
## 4L, 1L, 3L, 3L, 3L, 4L, 2L, 4L, 3L, 2L, 5L, 3L, 4L, 4L, 5L,
## 2L, 3L, 3L, 5L, 3L, 5L, 3L, 3L, 4L, 2L, 2L, 4L, 4L, 3L, 3L,
## 5L, 3L, 1L, 3L, 3L, 2L, 5L, 5L, 3L, 5L, 2L, 3L, 5L, 5L, 4L,
## 2L, 4L, 4L, 3L, 5L, 4L, 3L, 5L, 3L, 4L, 3L, 2L, 5L, 4L, 3L,
## 4L, 2L, 5L, 4L, 4L, 4L, 4L, 3L, 3L, 1L, 3L, 5L, 3L, 4L, 4L,
## 3L, 3L, 3L, 4L, 4L, 1L, 1L, 4L, 4L, 3L, 3L, 3L, 3L, 2L, 1L,
## 5L, 4L, 4L, 5L, 3L, 2L, 4L, 3L, NA, 5L, 4L, 4L, 4L, NA, NA,
## NA, 5L, 4L, 4L, NA, NA, 3L, 2L, 4L, 4L, 3L, 4L, 2L, 3L, 2L,
## 4L, 3L, 5L, 2L, NA, 4L, NA, 4L, 4L, 2L, 4L, 3L, 3L, 3L, 5L,
## 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 3L, 5L, 2L, 3L,
## 3L, 5L, 4L, 5L, 3L, 5L, 3L, 5L, 3L, NA, NA, NA, NA, 4L, 3L,
## NA, NA, 4L, 4L, 3L, 5L, 5L, 3L, 5L, NA, NA, NA, 5L, 4L, 4L,
## 4L, 4L, 4L, 5L, 5L, 4L, 3L, 5L, 5L, 5L, 3L, NA, NA, NA, 3L,
## 5L, 3L, NA, 3L, 4L, 3L, 5L, NA, NA, NA, NA, NA, 4L, 4L, NA,
## NA, NA, NA, 4L, NA, 4L, NA, 4L, NA, NA, 5L, NA, 4L, 4L, 4L,
## 4L, 5L, 3L, NA, 4L, 4L, 2L, NA, NA, 5L, 3L, NA, NA, 3L, 4L,
## 2L, 5L, 5L, NA, 5L, 4L, 3L, NA, 2L, 4L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 1L, NA, NA, 4L, 3L, NA, NA, 3L, NA, NA, NA,
## NA, 3L, 2L, NA, 4L, NA, NA, 2L, NA, 3L, 2L, NA, 5L, NA, NA,
## NA, 3L, 4L, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 5L,
## 4L, NA, 5L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 2L, 5L, 3L,
## NA, 4L, 5L, 5L, NA, 4L, NA, 3L, 4L, NA, 4L, NA, NA, NA, 4L,
## NA, 4L, 2L, NA, 4L, 3L, NA, NA, 4L, 1L, 2L, 5L, 5L, 4L, 3L,
## 1L, NA, NA, NA, NA, 4L, NA, NA, 5L, 4L, NA, NA, 5L, 5L, 5L,
## 4L, NA, NA, NA, 4L, NA, 2L, NA, NA, 4L, NA, 2L, NA, NA, 5L,
## 4L, 5L, 4L, 2L, NA, 2L, NA, 1L, 1L, 5L, NA, 3L, 3L, 5L, 1L,
## NA, NA, NA, NA, 3L, 4L, NA, NA, NA, 4L, 5L, NA, 3L, NA, 4L,
## 4L, NA, 5L, NA, 3L, 5L, NA, 2L, 4L, NA, NA, 3L, NA, 1L, 4L,
## NA, NA, 2L, 2L, 3L, NA, 4L, 4L, 3L, NA, 2L, NA, NA, NA, 2L,
## NA, NA, 2L, NA, 4L, 2L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 5L, 5L,
## NA, NA, NA, 4L, 4L, NA, NA, 4L, 5L, 5L, 4L, 5L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 2L, 4L, 3L,
## 4L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 3L, NA, 5L, 5L, 3L, 4L, 3L, 2L, 4L,
## NA, NA, NA, NA, NA, 3L, 4L, 3L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 1L, NA, NA, NA, NA, 3L, NA, NA, 3L, NA, 2L, NA, NA,
## NA, NA, NA, 4L, NA, 4L, 4L, NA, NA, 3L, 4L, NA, NA, 3L, 5L,
## 4L, NA, NA, 3L, NA, 4L, NA, 5L, 4L, 5L, 3L, 5L, 3L, 3L, 5L,
## 2L, 2L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 1L, 5L, 4L, 5L,
## 3L, 3L, 1L, 3L, 4L, 5L, 5L, 4L, 4L, 3L, 4L, 3L, 4L, 4L, 5L,
## 4L, 5L, 3L, 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 2L, 5L, 3L, 4L, 5L, 5L, 3L, 3L, 4L, 4L, 5L, 3L, 4L,
## 5L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 4L, 2L, 5L,
## 5L, 4L, 3L, 4L, 4L, 4L, 3L, 3L, 4L, 4L, 3L, 5L, 4L, 4L, 5L,
## 4L, 4L, 3L, 5L, 5L, 4L, 4L, 5L, NA, 4L, 3L, 4L, 4L, 5L, 5L,
## 5L, 5L, 4L, 3L, 3L, 3L, 5L, 5L, 3L, 1L, NA, 4L, 4L, 5L, 3L,
## 5L, 3L, 5L, NA, 4L, 3L, 2L, 4L, 5L, 5L, 4L, 3L, 3L, 3L, 4L,
## 4L, 5L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 4L, 3L, 3L, 3L, 4L,
## 3L, 5L, 4L, 5L, 5L, 5L, 4L, 5L, 4L, 3L, 3L, 5L, 4L, 4L, 5L,
## 5L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 5L, 4L, 4L,
## 5L, 5L, 5L, 5L, 4L, 4L, 4L, 4L, 5L, 5L, 3L, 4L, 4L, 4L, 5L,
## 5L, 5L, 4L, 3L, 5L, 3L, 4L, 5L, 5L, 4L, 5L, 3L, 5L, 2L, 5L,
## 5L, 3L, 4L, 4L, 4L, 5L, 5L, 3L, NA, NA, NA, NA, 3L, 3L, 3L,
## 5L, 4L, 4L, 5L, 4L, 5L, 5L, 3L, 4L, 4L, 4L, 3L, 4L, 4L, 4L,
## 4L, 5L, 3L, 4L, 5L, NA, NA, 3L, 4L, 3L, 4L, 5L, 4L, 5L, 4L,
## 4L, 4L, 2L, 5L, 5L, 5L, 3L, 4L, 4L, 4L, NA, 5L, 5L, 2L, 5L,
## 5L, 5L, 3L, 2L, 3L, 3L, 4L, 2L, 4L, 2L, 4L, 3L, 4L, 4L, 1L,
## 4L, 4L, 2L, 4L, 4L, 4L, 5L, 3L, 2L, 4L, 4L, 5L, 1L, 2L, 4L,
## 5L, 3L, 3L, 3L, 3L, 1L, 4L, 2L, 3L, 4L, 3L, 5L, 3L, 1L, 4L,
## 4L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 5L, 5L, 5L, 2L, 5L, 4L, 2L,
## 5L, 5L, 3L, 5L, 4L, 5L, 4L, 5L, 2L, NA, 4L, 4L, NA, NA, 5L,
## NA, NA, NA, 3L, 8L, 8L, 8L, 4L, 5L, 6L, 4L, 8L, 8L, 5L, 8L,
## 7L, 6L, 5L, 8L, 5L, 5L, 8L, 8L, 7L, 7L, 6L, 5L, 6L, 7L, 8L,
## 8L, 8L, 7L, 5L, 5L, 7L, 5L, 7L, 8L, 5L, 5L, 4L, 4L, 4L, 3L,
## 4L, 3L, 4L, 3L, 5L, 3L, 4L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 3L,
## 4L, 5L, 3L, 4L, 5L, 4L, 5L, 4L, 5L, 5L, 3L, 3L, 4L, 5L, 3L,
## 5L, 4L, 3L, 4L, 5L, 5L, 1L, 4L, 3L, 5L, 3L, 2L, 4L, 4L, 3L,
## 5L, 3L, 3L, 3L, 2L, 4L, 3L, 3L, 3L, 2L, 2L, 3L, 3L, 5L, 3L,
## 2L, 3L, 2L, 4L, 3L, 1L, 3L, 4L, 2L, 4L, 4L, 1L, 4L, 4L, 4L,
## 1L, 4L, 5L, 2L, 5L, 4L, 3L, 4L, 2L, 3L, 3L, 3L, 2L, 5L, 2L,
## 5L, 4L, 4L, 5L, 4L, 4L, 5L, 3L, 5L, 2L, 5L, 5L, 4L, 3L, 2L,
## 3L, 5L, 2L, 5L, 5L, 4L, 2L, 3L, 4L, 3L, 5L, 5L, 4L, 4L, 5L,
## 3L, 3L, 3L, 2L, 2L, 4L, 2L, 3L, 3L, 4L, 1L, 2L, 4L, 3L, 4L,
## 4L, 4L, 2L, 4L, 2L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 4L, 2L, 5L,
## 4L, 5L, 3L, 2L, 5L, NA, NA, NA, NA, NA, NA, 3L, NA, NA, 2L,
## 4L, NA, NA, NA, 4L, 2L, NA, NA, 3L, NA, NA, NA, NA, NA, 3L,
## NA, 2L, NA, NA, NA, NA, NA, 3L, 5L, NA, 4L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 4L, NA, 3L, NA, NA), HAPPI.1_1 = c(7L,
## 1L, 7L, 4L, 6L, 3L, 4L, 7L, 6L, 5L, 7L, 6L, 4L, 5L, 6L, 4L,
## 5L, 3L, 7L, 5L, 3L, 6L, 6L, 5L, 6L, 4L, 7L, 5L, 6L, 6L, 3L,
## 7L, 5L, 4L, 5L, 4L, 6L, 7L, 5L, 7L, 5L, 4L, 5L, 5L, 6L, 4L,
## 5L, 4L, 6L, 7L, 4L, 5L, 4L, 4L, 6L, 6L, 7L, 5L, 5L, 6L, 4L,
## 3L, 7L, 4L, 7L, 3L, 5L, 7L, 5L, 7L, 1L, 5L, 5L, 3L, 6L, 4L,
## 7L, 4L, 7L, 7L, 5L, 3L, 4L, 4L, 4L, 5L, 5L, 5L, 5L, 7L, 7L,
## 4L, 5L, 6L, 5L, 7L, 7L, 4L, 7L, 4L, 5L, 4L, 3L, 7L, 7L, 6L,
## 4L, 5L, 5L, 4L, 6L, 7L, 5L, 2L, 5L, 1L, 3L, 4L, 2L, 7L, 5L,
## 5L, 6L, 6L, 4L, 6L, 1L, 1L, 6L, 6L, 6L, 6L, 5L, 4L, 6L, 6L,
## 6L, 7L, 5L, 7L, 1L, 7L, 4L, 5L, NA, 7L, 6L, 4L, 5L, NA, NA,
## NA, 6L, 5L, 4L, NA, NA, 5L, 4L, 5L, 6L, 6L, 6L, 7L, 4L, 3L,
## 5L, 7L, 7L, 6L, NA, 3L, NA, 6L, 3L, 5L, 6L, 5L, 6L, 7L, 5L,
## 2L, 5L, 7L, 2L, 5L, 5L, 3L, 4L, 6L, 6L, 5L, 6L, 4L, 5L, 4L,
## 6L, 7L, 5L, 5L, 5L, 5L, 6L, 6L, 1L, NA, NA, NA, NA, 5L, 7L,
## NA, NA, NA, 5L, 7L, 5L, 5L, 7L, 7L, NA, NA, NA, 5L, 4L, 7L,
## 4L, 6L, 6L, 6L, 6L, 7L, 5L, 7L, 6L, 6L, 4L, NA, NA, NA, 4L,
## 5L, 5L, NA, 1L, 5L, 6L, 6L, NA, NA, NA, NA, NA, 4L, 6L, NA,
## NA, NA, NA, 5L, NA, 6L, NA, 3L, NA, NA, 5L, NA, 2L, 6L, 4L,
## 4L, 7L, 6L, NA, 7L, 7L, 4L, NA, NA, 7L, 1L, NA, NA, 4L, 7L,
## 5L, 6L, 7L, NA, 5L, 7L, 6L, NA, 4L, 4L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 3L, NA, NA, 5L, 4L, NA, NA, 7L, NA, NA, NA,
## NA, 4L, 3L, NA, 5L, NA, NA, 6L, NA, 4L, 7L, NA, 4L, NA, NA,
## NA, 4L, 5L, NA, NA, 4L, NA, 5L, NA, 6L, NA, NA, 5L, NA, 4L,
## 2L, NA, 7L, NA, NA, NA, 7L, NA, NA, NA, NA, NA, 2L, 6L, 4L,
## NA, 6L, 5L, 7L, NA, 6L, NA, 3L, 7L, NA, 4L, NA, NA, NA, 5L,
## NA, 4L, 3L, NA, 7L, 1L, NA, NA, 7L, 4L, 6L, 4L, 5L, 6L, 5L,
## 3L, NA, NA, NA, NA, 5L, NA, NA, 7L, 4L, NA, NA, 4L, 4L, 7L,
## 4L, NA, NA, NA, 6L, NA, 4L, NA, NA, 3L, NA, 5L, NA, NA, 3L,
## 5L, 6L, 6L, 5L, NA, 3L, NA, 3L, 1L, 7L, NA, 5L, 4L, 5L, 5L,
## NA, NA, NA, NA, 6L, 7L, NA, NA, NA, 6L, 4L, NA, 4L, NA, 5L,
## 4L, NA, 6L, NA, 6L, 5L, NA, 1L, 6L, NA, NA, 6L, NA, 6L, 7L,
## NA, NA, 4L, 6L, 7L, NA, 6L, 5L, 7L, NA, 2L, NA, NA, NA, 3L,
## NA, NA, 4L, NA, 5L, 5L, NA, NA, NA, 6L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 7L, 7L,
## NA, NA, NA, 5L, 4L, NA, NA, 6L, 6L, 7L, 7L, 7L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 3L, 4L, 7L,
## 6L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 5L, NA, 1L, NA, 7L, 7L, 5L, 5L, 4L, 6L, 6L,
## NA, NA, NA, NA, NA, 6L, 5L, 6L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 5L, NA, NA, NA, NA, 6L, NA, NA, 7L, NA, 3L, NA, NA,
## NA, NA, NA, 4L, NA, 7L, 3L, NA, NA, 4L, 5L, NA, NA, 1L, 7L,
## 5L, NA, NA, 7L, NA, 5L, NA, 7L, 3L, 4L, 2L, 5L, 5L, 3L, 6L,
## 5L, 4L, 5L, 7L, 6L, 7L, 7L, 4L, 7L, 7L, 5L, 4L, 6L, 7L, 5L,
## 4L, 3L, 4L, 4L, 7L, 6L, 5L, 7L, 6L, 5L, 4L, 5L, 5L, 6L, 6L,
## 6L, 4L, 5L, 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 7L, 7L, 4L, 6L, 4L, 4L, 3L, 6L, 6L, 6L, 5L, 7L,
## 5L, 5L, 4L, 6L, 5L, 7L, 5L, 5L, 7L, 6L, 7L, 6L, 7L, 3L, 7L,
## 6L, 6L, 6L, 7L, 5L, 4L, 5L, 6L, 5L, 6L, 5L, 7L, 4L, 6L, 6L,
## 4L, 3L, 4L, 4L, 7L, 7L, 3L, 7L, NA, 6L, 4L, 5L, 4L, 7L, 6L,
## 2L, 6L, 5L, 1L, 6L, 3L, 4L, 6L, 5L, 4L, NA, 5L, 6L, 7L, 6L,
## 5L, 5L, 6L, NA, 4L, 6L, 5L, 6L, 6L, 6L, 7L, 4L, 4L, 5L, 5L,
## 5L, 7L, 5L, 6L, 6L, 5L, 4L, 4L, 5L, 6L, 6L, 7L, 7L, 2L, 3L,
## 6L, 6L, 5L, 7L, 7L, 7L, 4L, 4L, 7L, 3L, 6L, 4L, 4L, 6L, 7L,
## 7L, 5L, 7L, 7L, 7L, 6L, 4L, 5L, 7L, 5L, 7L, 5L, 7L, 5L, 4L,
## 7L, 5L, 5L, 6L, 7L, 6L, 6L, 6L, 6L, 7L, 4L, 5L, 5L, 4L, 5L,
## 6L, NA, 7L, 7L, 6L, 3L, 7L, 5L, 5L, 5L, 7L, 4L, 6L, 4L, 7L,
## 6L, 6L, 6L, 6L, 6L, 6L, 4L, 6L, NA, NA, NA, NA, 5L, 5L, 7L,
## 4L, 5L, 5L, 6L, 6L, 7L, 7L, 5L, 6L, 6L, 5L, 4L, 5L, 5L, 6L,
## 7L, 6L, 5L, 4L, 5L, NA, NA, 7L, 7L, 4L, 5L, 7L, 6L, 6L, 7L,
## 3L, 7L, 5L, 4L, 5L, 6L, 5L, 7L, 6L, 7L, NA, 6L, 4L, 6L, 6L,
## 4L, 6L, 6L, 6L, 5L, 7L, 6L, 6L, 7L, 5L, 6L, 6L, 4L, 5L, 4L,
## 6L, 6L, 3L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 4L, 5L, 4L, 6L, 6L,
## 7L, 6L, 7L, 4L, 7L, 3L, 4L, 5L, 7L, 5L, 5L, 4L, 6L, 7L, 5L,
## 6L, 6L, 6L, 6L, 6L, 5L, 6L, 6L, 7L, 4L, 7L, 5L, 4L, 5L, 5L,
## 6L, 3L, 4L, 5L, 7L, 6L, 6L, 7L, 4L, NA, NA, 6L, NA, NA, 6L,
## NA, NA, NA, 6L, 5L, 7L, 6L, 5L, 4L, 4L, 4L, 4L, 2L, 5L, 5L,
## 5L, 8L, 4L, 2L, 4L, 5L, 3L, 3L, 7L, 3L, 5L, 4L, 7L, 3L, 3L,
## 4L, 8L, 4L, 2L, 7L, 4L, 4L, 7L, 4L, 5L, 6L, 6L, 7L, 5L, 6L,
## 4L, 5L, 5L, 5L, 7L, 6L, 6L, 4L, 6L, 6L, 4L, 7L, 7L, 3L, 4L,
## 3L, 7L, 4L, 4L, 7L, 6L, 6L, 5L, 2L, 6L, 1L, 3L, 5L, 4L, 6L,
## 6L, 4L, 5L, 5L, 5L, 7L, 4L, 6L, 5L, 6L, 6L, 1L, 7L, 5L, 6L,
## 6L, 1L, 6L, 7L, 4L, 6L, 5L, 6L, 7L, 3L, 4L, 7L, 5L, 6L, 7L,
## 5L, 6L, 5L, 5L, 6L, 3L, 5L, 5L, 6L, 6L, 3L, 3L, 7L, 7L, 6L,
## 4L, 5L, 7L, 5L, 5L, 5L, 4L, 5L, 5L, 5L, 6L, 5L, 6L, 6L, 6L,
## 6L, 6L, 6L, 5L, 5L, 1L, 7L, 5L, 5L, 5L, 6L, 6L, 3L, 6L, 5L,
## 5L, 2L, 6L, 7L, 5L, 3L, 5L, 5L, 4L, 6L, 4L, 7L, 6L, 5L, 5L,
## 7L, 5L, 7L, 4L, 6L, 6L, 5L, 2L, 5L, 4L, 4L, 6L, 6L, 7L, 6L,
## 5L, 5L, 7L, 6L, 5L, 6L, 6L, 6L, 6L, 5L, 6L, 6L, 5L, 6L, 6L,
## 4L, 7L, 6L, 6L, 6L, NA, NA, NA, NA, NA, NA, 3L, NA, NA, 5L,
## 6L, NA, NA, NA, 6L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 6L,
## NA, 5L, NA, NA, NA, NA, NA, 6L, 6L, NA, 6L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, NA), HAPPI.2_1 = c(7L,
## 2L, 7L, 3L, 5L, 1L, 5L, 4L, 6L, 5L, 7L, 4L, 4L, 5L, 5L, 3L,
## 4L, 2L, 5L, 5L, 2L, 6L, 6L, 5L, 6L, 4L, 5L, 5L, 6L, 5L, 3L,
## 6L, 5L, 5L, 6L, 5L, 6L, 7L, 5L, 7L, 4L, 5L, 5L, 5L, 6L, 4L,
## 4L, 5L, 6L, 6L, 4L, 5L, 3L, 5L, 6L, 5L, 7L, 5L, 5L, 6L, 5L,
## 3L, 6L, 3L, 6L, 3L, 4L, 7L, 4L, 6L, 1L, 3L, 4L, 3L, 5L, 4L,
## 6L, 5L, 7L, 6L, 7L, 3L, 4L, 5L, 4L, 5L, 5L, 5L, 4L, 7L, 5L,
## 4L, 6L, 6L, 4L, 7L, 7L, 4L, 7L, 4L, 4L, 4L, 4L, 6L, 7L, 5L,
## 4L, 3L, 4L, 3L, 6L, 6L, 6L, 2L, 4L, 1L, 1L, 5L, 1L, 7L, 6L,
## 5L, 7L, 6L, 2L, 6L, 1L, 1L, 6L, 6L, 6L, 7L, 5L, 2L, 5L, 5L,
## 7L, 7L, 4L, 6L, 1L, 7L, 2L, 5L, NA, 7L, 7L, 5L, 4L, NA, NA,
## NA, 6L, 4L, 4L, NA, NA, 6L, 4L, 7L, 7L, 4L, 6L, 5L, 3L, 2L,
## 5L, 7L, 6L, 6L, NA, 3L, NA, 6L, 4L, 5L, 5L, 5L, 6L, 7L, 4L,
## 2L, 5L, 7L, 5L, 5L, 4L, 4L, 2L, 6L, 6L, 6L, 5L, 3L, 5L, 4L,
## 7L, 7L, 5L, 5L, 5L, 5L, 6L, 6L, 1L, NA, NA, NA, NA, 4L, 7L,
## NA, NA, NA, 4L, 6L, 5L, 5L, 7L, 6L, NA, NA, NA, 5L, 4L, 6L,
## 2L, 7L, 6L, 5L, 6L, 6L, 4L, 6L, 6L, 7L, 3L, NA, NA, NA, 4L,
## 3L, 3L, NA, 1L, 6L, 5L, 6L, NA, NA, NA, NA, NA, 3L, 4L, NA,
## NA, NA, NA, 5L, NA, 7L, NA, 2L, NA, NA, 4L, NA, 3L, 6L, 4L,
## 4L, 7L, 7L, NA, 7L, 7L, 6L, NA, NA, 7L, 2L, NA, NA, 6L, 6L,
## 3L, 5L, 7L, NA, 5L, 6L, 6L, NA, 4L, 2L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 1L, NA, NA, 4L, 5L, NA, NA, 6L, NA, NA, NA,
## NA, 3L, 3L, NA, 3L, NA, NA, 6L, NA, 3L, 7L, NA, 1L, NA, NA,
## NA, 3L, 5L, NA, NA, 3L, NA, 5L, NA, 6L, NA, NA, 4L, NA, 3L,
## 5L, NA, 6L, NA, NA, NA, 7L, NA, NA, NA, NA, NA, 1L, 7L, 4L,
## NA, 6L, 7L, 6L, NA, 6L, NA, 1L, 6L, NA, 3L, NA, NA, NA, 2L,
## NA, 4L, 2L, NA, 7L, 1L, NA, NA, 7L, 2L, 6L, 3L, 4L, 5L, 4L,
## 2L, NA, NA, NA, NA, 5L, NA, NA, 7L, 5L, NA, NA, 3L, 4L, 7L,
## 3L, NA, NA, NA, 6L, NA, 5L, NA, NA, 2L, NA, 4L, NA, NA, 2L,
## 5L, 6L, 5L, 4L, NA, 2L, NA, 2L, 1L, 7L, NA, 6L, 5L, 7L, 2L,
## NA, NA, NA, NA, 6L, 6L, NA, NA, NA, 6L, 5L, NA, 4L, NA, 5L,
## 3L, NA, 5L, NA, 5L, 5L, NA, 1L, 4L, NA, NA, 4L, NA, 4L, 7L,
## NA, NA, 3L, 6L, 6L, NA, 6L, 4L, 1L, NA, 3L, NA, NA, NA, 6L,
## NA, NA, 1L, NA, 4L, 5L, NA, NA, NA, 5L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, 7L, 6L,
## NA, NA, NA, 5L, 4L, NA, NA, 7L, 6L, 7L, 6L, 4L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, 6L, 4L, 7L,
## 6L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, NA,
## NA, NA, NA, NA, 6L, NA, 2L, NA, 6L, 7L, 2L, 5L, 7L, 6L, 6L,
## NA, NA, NA, NA, NA, 4L, 5L, 5L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 4L, NA, NA, NA, NA, 6L, NA, NA, 7L, NA, 2L, NA, NA,
## NA, NA, NA, 5L, NA, 7L, 4L, NA, NA, 4L, 4L, NA, NA, 3L, 5L,
## 7L, NA, NA, 7L, NA, 4L, NA, 7L, 4L, 4L, 4L, 6L, 6L, 3L, 6L,
## 4L, 4L, 5L, 7L, 6L, 4L, 7L, 4L, 7L, 7L, 4L, 1L, 7L, 6L, 6L,
## 2L, 2L, 5L, 3L, 7L, 7L, 4L, 7L, 5L, 5L, 1L, 5L, 7L, 6L, 4L,
## 5L, 5L, 5L, 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 7L, 4L, 3L, 5L, 4L, 4L, 3L, 4L, 6L, 6L, 5L, 7L,
## 5L, 5L, 7L, 4L, 4L, 7L, 6L, 4L, 6L, 6L, 7L, 7L, 7L, 3L, 7L,
## 5L, 6L, 6L, 7L, 5L, 3L, 4L, 6L, 5L, 5L, 3L, 7L, 5L, 5L, 5L,
## 5L, 6L, 3L, 3L, 7L, 7L, 3L, 7L, NA, 5L, 1L, 5L, 3L, 7L, 6L,
## 3L, 6L, 7L, 1L, 6L, 3L, 4L, 5L, 5L, 4L, NA, 5L, 6L, 5L, 6L,
## 5L, 5L, 7L, NA, 2L, 6L, 5L, 5L, 5L, 6L, 7L, 4L, 4L, 5L, 5L,
## 5L, 6L, 4L, 6L, 6L, 6L, 3L, 4L, 5L, 6L, 7L, 7L, 7L, 3L, 3L,
## 4L, 6L, 5L, 7L, 7L, 7L, 3L, 3L, 7L, 4L, 5L, 4L, 4L, 5L, 7L,
## 6L, 5L, 7L, 7L, 7L, 6L, 4L, 4L, 7L, 5L, 7L, 5L, 7L, 4L, 5L,
## 7L, 6L, 7L, 6L, 6L, 6L, 6L, 6L, 5L, 7L, 3L, 5L, 5L, 6L, 5L,
## 7L, NA, 7L, 6L, 6L, 3L, 4L, 6L, 6L, 5L, 7L, 4L, 7L, 4L, 7L,
## 6L, 6L, 6L, 5L, 6L, 5L, 2L, 5L, NA, NA, NA, NA, 4L, 5L, 7L,
## 4L, 4L, 5L, 6L, 5L, 7L, 7L, 5L, 6L, 6L, 4L, 4L, 6L, 4L, 4L,
## 7L, 7L, 6L, 4L, 5L, NA, NA, 6L, 6L, 1L, 5L, 7L, 7L, 7L, 5L,
## 4L, 7L, 5L, 4L, 6L, 6L, 5L, 6L, 5L, 7L, NA, 5L, 6L, 5L, 4L,
## 4L, 4L, 6L, 4L, 7L, 7L, 6L, 7L, 6L, 6L, 6L, 5L, 4L, 3L, 4L,
## 6L, 5L, 3L, 6L, 4L, 6L, 5L, 7L, 6L, 5L, 5L, 6L, 3L, 5L, 5L,
## 7L, 6L, 5L, 4L, 6L, 1L, 3L, 4L, 7L, 5L, 5L, 5L, 6L, 7L, 5L,
## 3L, 7L, 5L, 7L, 6L, 6L, 5L, 4L, 7L, 3L, 6L, 4L, 4L, 5L, 4L,
## 7L, 3L, 3L, 2L, 7L, 5L, 5L, 7L, 3L, NA, NA, 6L, NA, NA, 6L,
## NA, NA, NA, 6L, 6L, 6L, 6L, 5L, 7L, 7L, 4L, 6L, 7L, 5L, 5L,
## 4L, 6L, 4L, 8L, 5L, 5L, 8L, 7L, 4L, 6L, 5L, 7L, 8L, 7L, 7L,
## 6L, 8L, 5L, 7L, 4L, 6L, 5L, 3L, 6L, 4L, 5L, 6L, 7L, 5L, 6L,
## 3L, 4L, 5L, 3L, 7L, 6L, 5L, 5L, 5L, 5L, 3L, 7L, 7L, 6L, 3L,
## 3L, 7L, 1L, 3L, 7L, 5L, 6L, 5L, 3L, 6L, 1L, 3L, 7L, 4L, 6L,
## 5L, 5L, 5L, 5L, 5L, 5L, 4L, 6L, 5L, 7L, 6L, 3L, 7L, 5L, 7L,
## 5L, 1L, 5L, 7L, 4L, 6L, 6L, 5L, 7L, 1L, 4L, 7L, 6L, 6L, 6L,
## 4L, 6L, 4L, 4L, 5L, 7L, 5L, 5L, 6L, 6L, 2L, 3L, 7L, 6L, 6L,
## 3L, 6L, 7L, 4L, 4L, 6L, 3L, 5L, 4L, 6L, 4L, 5L, 5L, 5L, 7L,
## 5L, 5L, 6L, 5L, 6L, 1L, 7L, 4L, 4L, 4L, 5L, 4L, 3L, 6L, 5L,
## 4L, 2L, 5L, 6L, 4L, 4L, 4L, 5L, 4L, 4L, 3L, 7L, 6L, 4L, 5L,
## 6L, 5L, 7L, 4L, 5L, 3L, 5L, 1L, 5L, 3L, 4L, 5L, 5L, 6L, 5L,
## 4L, 5L, 7L, 5L, 4L, 6L, 6L, 6L, 6L, 4L, 6L, 5L, 4L, 5L, 7L,
## 3L, 7L, 6L, 6L, 4L, NA, NA, NA, NA, NA, NA, 2L, NA, NA, 4L,
## 6L, NA, NA, NA, 6L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 5L,
## NA, 4L, NA, NA, NA, NA, NA, 7L, 6L, NA, 5L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, NA), HAPPI.3_1 = c(7L,
## 3L, 4L, 5L, 6L, 2L, 5L, 3L, 2L, 5L, 7L, 1L, 4L, 4L, 4L, 6L,
## 2L, 5L, 3L, 3L, 7L, 7L, 1L, 4L, 2L, 4L, 4L, 2L, 5L, 2L, 3L,
## 2L, 1L, 6L, 2L, 7L, 3L, 7L, 2L, 1L, 4L, 4L, 3L, 4L, 2L, 5L,
## 3L, 2L, 2L, 7L, 4L, 1L, 5L, 4L, 5L, 4L, 1L, 2L, 4L, 3L, 4L,
## 6L, 3L, 4L, 4L, 4L, 3L, 7L, 2L, 6L, 1L, 5L, 3L, 6L, 6L, 4L,
## 1L, 3L, 7L, 6L, 1L, 3L, 3L, 4L, 5L, 1L, 2L, 4L, 4L, 1L, 1L,
## 3L, 2L, 4L, 4L, 7L, 1L, 4L, 7L, 4L, 3L, 3L, 5L, 5L, 1L, 3L,
## 4L, 4L, 6L, 4L, 1L, 1L, 6L, 5L, 5L, 1L, 5L, 7L, 3L, 1L, 2L,
## 4L, 3L, 4L, 5L, 5L, 1L, 1L, 4L, 2L, 1L, 2L, 4L, 3L, 1L, 4L,
## 1L, 3L, 3L, 1L, 6L, 1L, 6L, 2L, NA, 1L, 2L, 6L, 4L, NA, NA,
## NA, 2L, 5L, 5L, NA, NA, 3L, 4L, 5L, 2L, 4L, 1L, 4L, 5L, 4L,
## 4L, 1L, 1L, 4L, NA, 6L, NA, 1L, 2L, 4L, 3L, 4L, 5L, 1L, 5L,
## 5L, 5L, 1L, 5L, 4L, 4L, 5L, 7L, 1L, 2L, 5L, 2L, 2L, 4L, 6L,
## 3L, 1L, 2L, 2L, 5L, 4L, 6L, 5L, 3L, NA, NA, NA, NA, 4L, 1L,
## NA, NA, NA, 5L, 5L, 2L, 5L, 1L, 3L, NA, NA, NA, 5L, 5L, 1L,
## 5L, 4L, 4L, 5L, 2L, 1L, 2L, 2L, 1L, 1L, 3L, NA, NA, NA, 4L,
## 3L, 3L, NA, 3L, 3L, 5L, 2L, NA, NA, NA, NA, NA, 3L, 6L, NA,
## NA, NA, NA, 1L, NA, 4L, NA, 7L, NA, NA, 5L, NA, 3L, 3L, 4L,
## 2L, 6L, 3L, NA, 1L, 1L, 4L, NA, NA, 1L, 2L, NA, NA, 6L, 1L,
## 7L, 1L, 1L, NA, 2L, 1L, 2L, NA, 5L, 4L, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 3L, NA, NA, 5L, 4L, NA, NA, 1L, NA, NA, NA,
## NA, 5L, 6L, NA, 5L, NA, NA, 2L, NA, 4L, 7L, NA, 5L, NA, NA,
## NA, 5L, 3L, NA, NA, 5L, NA, 5L, NA, 5L, NA, NA, 4L, NA, 5L,
## 2L, NA, 1L, NA, NA, NA, 7L, NA, NA, NA, NA, NA, 2L, 6L, 2L,
## NA, 5L, 3L, 5L, NA, 2L, NA, 7L, 6L, NA, 4L, NA, NA, NA, 4L,
## NA, 6L, 6L, NA, 3L, 7L, NA, NA, 2L, 4L, 4L, 5L, 4L, 2L, 4L,
## 6L, NA, NA, NA, NA, 4L, NA, NA, 7L, 4L, NA, NA, 5L, 5L, 1L,
## 7L, NA, NA, NA, 2L, NA, 6L, NA, NA, 5L, NA, 3L, NA, NA, 5L,
## 3L, 1L, 5L, 4L, NA, 2L, NA, 7L, 7L, 2L, NA, 2L, 5L, 4L, 5L,
## NA, NA, NA, NA, 2L, 3L, NA, NA, NA, 2L, 7L, NA, 4L, NA, 2L,
## 5L, NA, 1L, NA, 4L, 4L, NA, 7L, 1L, NA, NA, 2L, NA, 6L, 2L,
## NA, NA, 4L, 1L, 4L, NA, 2L, 2L, 4L, NA, 6L, NA, NA, NA, 4L,
## NA, NA, 5L, NA, 5L, 3L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, 7L, 1L,
## NA, NA, NA, 4L, 4L, NA, NA, 5L, 7L, 1L, 1L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, 4L, 6L, 1L,
## 2L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 5L, NA, 1L, NA, 2L, 7L, 4L, 4L, 4L, 5L, 6L,
## NA, NA, NA, NA, NA, 6L, 5L, 4L, NA, NA, NA, NA, NA, NA, 4L,
## NA, NA, 7L, NA, NA, NA, NA, 3L, NA, NA, 4L, NA, 1L, NA, NA,
## NA, NA, NA, 5L, NA, 4L, 6L, NA, NA, 4L, 4L, NA, NA, 5L, 4L,
## 2L, NA, NA, 7L, NA, 4L, NA, 5L, 5L, 4L, 5L, 2L, 2L, 4L, 1L,
## 6L, 7L, 5L, 1L, 5L, 4L, 1L, 4L, 2L, 4L, 2L, 4L, 4L, 1L, 4L,
## 2L, 4L, 4L, 1L, 2L, 1L, 3L, 4L, 3L, 5L, 4L, 3L, 7L, 5L, 1L,
## 1L, 7L, 6L, 4L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 3L, 1L, 5L, 4L, 5L, 4L, 3L, 5L, 5L, 4L, 5L, 1L,
## 5L, 5L, 6L, 2L, 4L, 1L, 6L, 3L, 4L, 1L, 4L, 1L, 1L, 3L, 1L,
## 1L, 1L, 3L, 2L, 5L, 3L, 5L, 4L, 2L, 3L, 4L, 6L, 5L, 3L, 4L,
## 4L, 5L, 4L, 6L, 1L, 1L, 5L, 1L, NA, 3L, 1L, 5L, 5L, 2L, 5L,
## 5L, 2L, 2L, 4L, 1L, 4L, 3L, 2L, 4L, 4L, NA, 5L, 5L, 1L, 4L,
## 3L, 1L, 4L, NA, 1L, 2L, 5L, 4L, 1L, 2L, 1L, 5L, 5L, 2L, 5L,
## 5L, 2L, 5L, 2L, 3L, 4L, 3L, 3L, 4L, 5L, 1L, 4L, 4L, 4L, 6L,
## 4L, 3L, 7L, 7L, 4L, 1L, 5L, 5L, 1L, 5L, 3L, 2L, 3L, 4L, 7L,
## 1L, 4L, 7L, 1L, 1L, 2L, 5L, 6L, 7L, 3L, 1L, 3L, 7L, 2L, 6L,
## 1L, 6L, 6L, 4L, 5L, 2L, 4L, 3L, 5L, 4L, 5L, 4L, 6L, 4L, 7L,
## 1L, NA, 1L, 2L, 2L, 2L, 4L, 4L, 3L, 3L, 1L, 4L, 1L, 3L, 4L,
## 4L, 6L, 6L, 5L, 6L, 3L, 4L, 4L, NA, NA, NA, NA, 4L, 5L, 7L,
## 4L, 2L, 4L, 5L, 5L, 3L, 4L, 5L, 6L, 1L, 5L, 7L, 4L, 6L, 6L,
## 2L, 4L, 5L, 4L, 7L, NA, NA, 5L, 6L, 4L, 1L, 1L, 6L, 6L, 4L,
## 3L, 5L, 4L, 4L, 6L, 4L, 5L, 2L, 5L, 4L, NA, 5L, 1L, 2L, 2L,
## 4L, 3L, 1L, 4L, 2L, 1L, 1L, 4L, 1L, 4L, 6L, 2L, 4L, 3L, 5L,
## 3L, 1L, 6L, 5L, 4L, 6L, 2L, 5L, 1L, 2L, 2L, 4L, 3L, 2L, 4L,
## 1L, 2L, 1L, 4L, 1L, 1L, 5L, 2L, 1L, 5L, 4L, 3L, 1L, 1L, 3L,
## 4L, 5L, 1L, 3L, 4L, 3L, 5L, 3L, 1L, 5L, 2L, 4L, 4L, 4L, 4L,
## 1L, 2L, 4L, 2L, 1L, 3L, 2L, 1L, 4L, NA, NA, 2L, NA, NA, 2L,
## NA, NA, NA, 6L, 6L, 6L, 7L, 4L, 5L, 7L, 5L, 6L, 6L, 5L, 6L,
## 3L, 6L, 5L, 6L, 6L, 4L, 8L, 7L, 5L, 5L, 5L, 5L, 7L, 7L, 7L,
## 5L, 8L, 6L, 7L, 3L, 8L, 5L, 5L, 8L, 4L, 1L, 1L, 2L, 5L, 3L,
## 3L, 5L, 2L, 4L, 6L, 4L, 3L, 5L, 4L, 3L, 6L, 1L, 1L, 5L, 4L,
## 5L, 1L, 1L, 5L, 2L, 3L, 5L, 5L, 5L, 2L, 4L, 4L, 2L, 3L, 1L,
## 2L, 4L, 4L, 5L, 3L, 1L, 4L, 5L, 1L, 4L, 4L, 5L, 2L, 4L, 1L,
## 2L, 6L, 3L, 1L, 3L, 2L, 1L, 4L, 2L, 6L, 3L, 2L, 2L, 2L, 1L,
## 3L, 1L, 3L, 1L, 2L, 4L, 6L, 6L, 2L, 2L, 5L, 5L, 5L, 3L, 2L,
## 2L, 2L, 1L, 5L, 4L, 1L, 3L, 2L, 6L, 2L, 3L, 2L, 4L, 1L, 2L,
## 2L, 3L, 1L, 2L, 2L, 7L, 1L, 3L, 3L, 5L, 3L, 2L, 4L, 4L, 4L,
## 4L, 6L, 4L, 1L, 3L, 4L, 3L, 5L, 3L, 2L, 5L, 3L, 6L, 4L, 4L,
## 1L, 3L, 1L, 4L, 2L, 4L, 4L, 3L, 2L, 6L, 2L, 3L, 5L, 1L, 5L,
## 3L, 3L, 2L, 3L, 6L, 1L, 2L, 2L, 3L, 3L, 3L, 3L, 5L, 3L, 2L,
## 2L, 1L, 3L, 5L, 1L, NA, NA, NA, NA, NA, NA, 6L, NA, NA, 3L,
## 1L, NA, NA, NA, 5L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 2L,
## NA, 3L, NA, NA, NA, NA, NA, 6L, 1L, NA, 5L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, NA), HAPPI.4_1 = c(7L,
## 4L, 6L, 4L, 6L, 2L, 4L, 7L, 6L, 5L, 7L, 6L, 4L, 4L, 7L, 3L,
## 7L, 1L, 3L, 2L, 2L, 7L, 6L, 5L, 5L, 4L, 5L, 5L, 5L, 6L, 6L,
## 6L, 5L, 5L, 4L, 4L, 5L, 7L, 5L, 7L, 4L, 4L, 4L, 4L, 6L, 3L,
## 5L, 3L, 4L, 6L, 4L, 6L, 2L, 4L, 6L, 4L, 7L, 5L, 3L, 5L, 4L,
## 6L, 5L, 3L, 7L, 4L, 7L, 4L, 5L, 6L, 2L, 2L, 4L, 3L, 5L, 4L,
## 7L, 5L, 7L, 6L, 6L, 3L, 3L, 4L, 3L, 7L, 6L, 4L, 5L, 7L, 7L,
## 4L, 6L, 5L, 5L, 7L, 6L, 4L, 7L, 4L, 4L, 5L, 1L, 6L, 7L, 4L,
## 4L, 4L, 3L, 5L, 6L, 7L, 5L, 3L, 5L, 1L, 4L, 1L, 2L, 7L, 6L,
## 4L, 5L, 3L, 3L, 4L, 1L, 1L, 4L, 6L, 5L, 7L, 4L, 4L, 3L, 3L,
## 6L, 2L, 3L, 6L, 1L, 6L, 3L, 4L, NA, 7L, 6L, 2L, 4L, NA, NA,
## NA, 6L, 3L, 3L, NA, NA, 4L, 4L, 5L, 6L, 3L, 3L, 7L, 5L, 2L,
## 3L, 7L, 5L, 6L, NA, 3L, NA, 5L, 4L, 4L, 5L, 6L, 5L, 7L, 4L,
## 3L, 5L, 7L, 2L, 4L, 2L, 6L, 7L, 7L, 6L, 5L, 5L, 4L, 5L, 3L,
## 6L, 7L, 6L, 5L, 4L, 4L, 6L, 5L, 2L, NA, NA, NA, NA, 5L, 7L,
## NA, NA, NA, 4L, 5L, 4L, 5L, 7L, 6L, NA, NA, NA, 5L, 3L, 6L,
## 3L, 3L, 5L, 5L, 6L, 7L, 2L, 3L, 6L, 5L, 4L, NA, NA, NA, 4L,
## 6L, 2L, NA, 1L, 4L, 5L, 4L, NA, NA, NA, NA, NA, 2L, 4L, NA,
## NA, NA, NA, 5L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 2L, 5L, 3L,
## 2L, 3L, 5L, NA, 7L, 7L, 3L, NA, NA, 7L, 1L, NA, NA, 4L, 7L,
## 4L, 6L, 7L, NA, 5L, 3L, 4L, NA, 3L, 4L, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 1L, NA, NA, 3L, 4L, NA, NA, 6L, NA, NA, NA,
## NA, 3L, 2L, NA, 2L, NA, NA, 6L, NA, 4L, 5L, NA, 4L, NA, NA,
## NA, 2L, 4L, NA, NA, 4L, NA, 4L, NA, 3L, NA, NA, 4L, NA, 5L,
## 5L, NA, 6L, NA, NA, NA, 7L, NA, NA, NA, NA, NA, 1L, 7L, 6L,
## NA, 5L, 7L, 6L, NA, 5L, NA, 3L, 7L, NA, 3L, NA, NA, NA, 3L,
## NA, 4L, 2L, NA, 7L, 1L, NA, NA, 6L, 2L, 5L, 3L, 4L, 6L, 4L,
## 2L, NA, NA, NA, NA, 4L, NA, NA, 7L, 4L, NA, NA, 2L, 3L, 7L,
## 3L, NA, NA, NA, 6L, NA, 2L, NA, NA, 2L, NA, 5L, NA, NA, 1L,
## 3L, 7L, 5L, 3L, NA, 1L, NA, 2L, 1L, 6L, NA, 5L, 2L, 7L, 2L,
## NA, NA, NA, NA, 6L, 4L, NA, NA, NA, 5L, 5L, NA, 4L, NA, 4L,
## 2L, NA, 6L, NA, 4L, 5L, NA, 2L, 3L, NA, NA, 6L, NA, 3L, 7L,
## NA, NA, 3L, 7L, 6L, NA, 6L, 4L, 7L, NA, 2L, NA, NA, NA, 2L,
## NA, NA, 7L, NA, 3L, 2L, NA, NA, NA, 5L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA, NA, 6L, 4L,
## NA, NA, NA, 4L, 4L, NA, NA, 6L, 7L, 7L, 7L, 1L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 2L, 4L, 4L,
## 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 5L, NA, 1L, NA, 7L, 7L, 4L, 6L, 5L, 6L, 7L,
## NA, NA, NA, NA, NA, 4L, 5L, 4L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 4L, NA, NA, NA, NA, 5L, NA, NA, 6L, NA, 6L, NA, NA,
## NA, NA, NA, 7L, NA, 4L, 4L, NA, NA, 4L, 4L, NA, NA, 4L, 6L,
## 4L, NA, NA, 7L, NA, 5L, NA, 7L, 2L, 4L, 2L, 4L, 6L, 2L, 5L,
## 4L, 2L, 4L, 7L, 5L, 5L, 6L, 5L, 6L, 4L, 4L, 4L, 4L, 6L, 4L,
## 1L, 4L, 4L, 1L, 7L, 6L, 3L, 7L, 4L, 4L, 5L, 4L, 7L, 4L, 6L,
## 5L, 5L, 5L, 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 4L, 7L, 6L, 2L, 6L, 3L, 4L, 3L, 5L, 6L, 4L, 5L, 4L,
## 6L, 5L, 7L, 4L, 6L, 7L, 6L, 3L, 5L, 5L, 4L, 7L, 7L, 2L, 7L,
## 6L, 6L, 6L, 6L, 5L, 3L, 4L, 6L, 5L, 6L, 5L, 7L, 4L, 5L, 4L,
## 4L, 1L, 2L, 1L, 7L, 7L, 4L, 7L, NA, 2L, 1L, 5L, 3L, 7L, 6L,
## 5L, 1L, 5L, 1L, 6L, 3L, 3L, 5L, 3L, 4L, NA, 6L, 7L, 7L, 2L,
## 5L, 4L, 6L, NA, 1L, 7L, 5L, 5L, 7L, 6L, 7L, 5L, 5L, 6L, 5L,
## 5L, 7L, 3L, 6L, 6L, 6L, 3L, 2L, 3L, 7L, 5L, 4L, 6L, 3L, 2L,
## 6L, 7L, 6L, 7L, 7L, 7L, 2L, 6L, 6L, 5L, 6L, 5L, 3L, 4L, 7L,
## 7L, 5L, 7L, 7L, 7L, 6L, 4L, 4L, 7L, 4L, 7L, 5L, 7L, 2L, 5L,
## 6L, 6L, 6L, 6L, 7L, 4L, 5L, 5L, 6L, 7L, 4L, 5L, 5L, 7L, 6L,
## 6L, NA, 7L, 7L, 6L, 2L, 4L, 7L, 6L, 5L, 7L, 4L, 5L, 4L, 4L,
## 7L, 6L, 6L, 5L, 6L, 6L, 6L, 4L, NA, NA, NA, NA, 5L, 5L, 7L,
## 5L, 5L, 6L, 5L, 5L, 6L, 5L, 5L, 6L, 6L, 5L, 3L, 5L, 6L, 4L,
## 6L, 5L, 4L, 3L, 7L, NA, NA, 5L, 6L, 4L, 5L, 7L, 6L, 6L, 4L,
## 4L, 4L, 3L, 4L, 4L, 6L, 5L, 6L, 5L, 7L, NA, 7L, 4L, 6L, 5L,
## 5L, 7L, 7L, 5L, 6L, 6L, 7L, 6L, 5L, 5L, 7L, 4L, 4L, 5L, 2L,
## 5L, 6L, 2L, 5L, 7L, 6L, 6L, 6L, 6L, 5L, 4L, 5L, 4L, 4L, 4L,
## 7L, 5L, 7L, 4L, 6L, 7L, 3L, 1L, 7L, 6L, 6L, 4L, 5L, 7L, 5L,
## 4L, 7L, 6L, 6L, 4L, 5L, 5L, 5L, 7L, 5L, 6L, 4L, 4L, 5L, 4L,
## 7L, 2L, 3L, 6L, 7L, 6L, 5L, 7L, 5L, NA, NA, 7L, NA, NA, 4L,
## NA, NA, NA, 6L, 4L, 6L, 6L, 4L, 7L, 6L, 4L, 5L, 6L, 5L, 6L,
## 3L, 7L, 5L, 6L, 5L, 2L, 8L, 7L, 5L, 5L, 4L, 4L, 6L, 7L, 7L,
## 5L, 8L, 5L, 7L, 4L, 5L, 5L, 3L, 7L, 4L, 6L, 6L, 6L, 5L, 6L,
## 3L, 4L, 5L, 5L, 7L, 6L, 6L, 4L, 4L, 5L, 1L, 7L, 7L, 1L, 2L,
## 4L, 7L, 1L, 3L, 7L, 2L, 6L, 5L, 5L, 1L, 1L, 3L, 5L, 3L, 6L,
## 5L, 4L, 3L, 6L, 5L, 7L, 4L, 7L, 4L, 6L, 2L, 2L, 4L, 3L, 7L,
## 6L, 2L, 3L, 3L, 4L, 6L, 2L, 4L, 6L, 2L, 4L, 6L, 5L, 6L, 6L,
## 4L, 6L, 5L, 4L, 5L, 5L, 2L, 4L, 5L, 5L, 2L, 5L, 7L, 5L, 5L,
## 2L, 5L, 4L, 3L, 5L, 3L, 4L, 3L, 7L, 6L, 6L, 4L, 6L, 4L, 6L,
## 7L, 4L, 5L, 4L, 5L, 2L, 6L, 4L, 4L, 3L, 5L, 4L, 6L, 4L, 4L,
## 3L, 1L, 4L, 7L, 6L, 3L, 3L, 5L, 5L, 3L, 5L, 5L, 7L, 5L, 4L,
## 7L, 4L, 7L, 4L, 7L, 3L, 5L, 1L, 4L, 3L, 1L, 4L, 4L, 6L, 5L,
## 4L, 6L, 6L, 5L, 3L, 6L, 6L, 5L, 3L, 4L, 4L, 5L, 5L, 6L, 6L,
## 3L, 4L, 4L, 5L, 4L, NA, NA, NA, NA, NA, NA, 1L, NA, NA, 5L,
## 6L, NA, NA, NA, 3L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 5L,
## NA, 4L, NA, NA, NA, NA, NA, 4L, 6L, NA, 3L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, NA), Q36_1 = c(7L,
## 5L, 6L, 4L, 6L, 4L, 4L, 4L, 6L, 5L, 7L, 6L, 4L, 4L, 7L, 3L,
## 7L, 1L, 3L, 4L, 3L, 7L, 6L, 5L, 5L, 4L, 6L, 5L, 5L, 6L, 6L,
## 6L, 5L, 5L, 4L, 3L, 5L, 7L, 4L, 7L, 4L, 4L, 4L, 4L, 5L, 3L,
## 3L, 3L, 4L, 6L, 4L, 6L, 2L, 4L, 6L, 4L, 7L, 5L, 3L, 6L, 4L,
## 6L, 5L, 4L, 7L, 4L, 5L, 7L, 5L, 6L, 3L, 2L, 4L, 3L, 5L, 4L,
## 7L, 4L, 7L, 6L, 7L, 3L, 3L, 4L, 3L, 7L, 6L, 4L, 5L, 7L, 7L,
## 4L, 6L, 5L, 5L, 7L, 6L, 4L, 7L, 4L, 3L, 4L, 1L, 6L, 7L, 3L,
## 4L, 4L, 3L, 5L, 6L, 7L, 5L, 3L, 5L, 1L, 4L, 1L, 1L, 7L, 7L,
## 4L, 5L, 2L, 5L, 4L, 1L, 1L, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), RES.1 = c(12L,
## 12L, 8L, 4L, 12L, 8L, 8L, 5L, 10L, 8L, 10L, 6L, 5L, 6L, 6L,
## 6L, 6L, 5L, 8L, 6L, 8L, 10L, 11L, 5L, 6L, 7L, 3L, 8L, 7L,
## 10L, 6L, 8L, 7L, 4L, 6L, 8L, 10L, 6L, 7L, 12L, 10L, 6L, 6L,
## 8L, 7L, 12L, 4L, 10L, 7L, 10L, 6L, 8L, 10L, 8L, 7L, 10L,
## 10L, 10L, 8L, 11L, 8L, 11L, 8L, 6L, 7L, 4L, 11L, 2L, 6L,
## 12L, 12L, 12L, 5L, 6L, 8L, 8L, 10L, 5L, 12L, 6L, 12L, 5L,
## 2L, 8L, 4L, 10L, 10L, 8L, 8L, 6L, 12L, 4L, 10L, 7L, 4L, 12L,
## 5L, 3L, 12L, 6L, 10L, 6L, 2L, 8L, 12L, 8L, 6L, 6L, 4L, 8L,
## 8L, 10L, 7L, 6L, 6L, 1L, 3L, 2L, 2L, 6L, 8L, 7L, 10L, 11L,
## 7L, 7L, 1L, 1L, 8L, 8L, 7L, 11L, 8L, 8L, 7L, 12L, 10L, 4L,
## 4L, 11L, 4L, 8L, 10L, 8L, NA, 11L, 10L, 3L, 7L, NA, NA, NA,
## 8L, 10L, 5L, NA, NA, 10L, 10L, 12L, 10L, 8L, 10L, 8L, 10L,
## 5L, 2L, 12L, 8L, 10L, NA, 8L, NA, 1L, 5L, 5L, 8L, 8L, 8L,
## 12L, 11L, 6L, 11L, 12L, 3L, 6L, 7L, 6L, 12L, 10L, 10L, 7L,
## 7L, 5L, 10L, 4L, 12L, 12L, 8L, 10L, 6L, 5L, 8L, 7L, 5L, NA,
## NA, NA, NA, 6L, 10L, NA, NA, NA, NA, 6L, 8L, 7L, 5L, 10L,
## NA, NA, NA, 10L, 11L, 12L, 8L, 10L, 11L, 8L, 3L, 6L, 6L,
## 10L, 10L, 6L, 7L, NA, NA, NA, 1L, 12L, 6L, NA, 1L, 10L, 8L,
## 10L, NA, NA, NA, NA, NA, 3L, 5L, NA, NA, NA, NA, 10L, NA,
## 3L, NA, 4L, NA, NA, 4L, NA, 2L, 8L, 12L, 2L, 7L, 6L, NA,
## 11L, 11L, 4L, NA, NA, 12L, 3L, NA, NA, 6L, 12L, 10L, 12L,
## 6L, NA, 8L, 6L, 8L, NA, 7L, 12L, NA, NA, NA, NA, NA, NA,
## 6L, NA, NA, 3L, NA, NA, 7L, 5L, NA, NA, 11L, NA, NA, NA,
## NA, 8L, 4L, NA, 12L, NA, NA, 7L, NA, 7L, 12L, NA, 7L, NA,
## NA, NA, 2L, 3L, NA, NA, 3L, NA, 6L, NA, 4L, NA, NA, 6L, NA,
## 4L, 7L, NA, 10L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 3L,
## 12L, 6L, NA, 8L, 10L, 6L, NA, 7L, NA, 5L, 12L, NA, 5L, NA,
## NA, NA, 8L, NA, 6L, 6L, NA, 12L, 2L, NA, NA, 11L, 4L, 7L,
## 8L, 5L, 10L, 8L, 5L, NA, NA, NA, NA, 5L, NA, NA, 7L, 5L,
## NA, NA, 6L, 8L, 12L, 6L, NA, NA, NA, 7L, NA, 5L, NA, NA,
## 3L, NA, 8L, NA, NA, 12L, 12L, 10L, 6L, 8L, NA, 8L, NA, 7L,
## 4L, 7L, NA, 5L, 6L, 7L, 3L, NA, NA, NA, NA, 8L, 5L, NA, NA,
## NA, 5L, 6L, NA, 10L, NA, 8L, 6L, NA, 8L, NA, 6L, 8L, NA,
## 2L, 8L, NA, NA, 10L, NA, 12L, 11L, NA, NA, 4L, 10L, 10L,
## NA, 6L, 12L, 2L, NA, 8L, NA, NA, NA, 2L, NA, NA, 6L, NA,
## 4L, 7L, NA, NA, NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 6L, NA, NA, NA, 12L, 12L, NA, NA, NA,
## 6L, 6L, NA, NA, 10L, 12L, 8L, 10L, 12L, 4L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 10L, 4L, 12L, 6L,
## 8L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA,
## NA, NA, NA, 10L, NA, 12L, NA, 7L, 6L, 6L, 6L, 5L, 7L, 12L,
## NA, NA, NA, NA, NA, 12L, 8L, 12L, NA, NA, NA, NA, NA, NA,
## 5L, NA, NA, 4L, NA, NA, NA, NA, 10L, NA, NA, 8L, NA, 7L,
## NA, NA, NA, NA, NA, 7L, NA, 10L, 6L, NA, NA, 1L, 3L, NA,
## NA, 5L, 10L, 10L, NA, NA, 6L, NA, 5L, NA, 12L, 10L, 10L,
## 3L, 12L, 4L, 7L, 8L, 6L, 5L, 10L, 10L, 7L, 6L, 10L, 2L, 7L,
## 11L, 6L, 11L, 12L, 10L, 7L, 3L, 4L, 6L, 2L, 10L, 11L, 4L,
## 12L, 7L, 8L, 6L, 7L, 8L, 11L, 10L, 7L, 11L, 8L, 4L, 1L, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 11L, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 6L, 12L,
## 6L, 10L, 6L, 6L, 3L, 6L, 10L, 6L, 8L, 8L, 6L, 8L, 4L, 8L,
## 10L, 10L, 8L, 6L, 8L, 6L, 6L, 8L, 11L, 3L, 10L, 8L, 7L, 8L,
## 8L, 6L, 8L, 6L, 12L, 8L, 11L, 8L, 10L, 6L, 10L, 10L, 7L,
## 3L, 12L, 6L, 12L, 10L, 8L, 12L, NA, 10L, 6L, 8L, 3L, 11L,
## 10L, 8L, 12L, 7L, 5L, 10L, 10L, 12L, 8L, 8L, 6L, NA, 6L,
## 10L, 8L, 4L, 10L, 7L, 12L, NA, 3L, 8L, 7L, 6L, 10L, 7L, 12L,
## 6L, 5L, 8L, 8L, 8L, 8L, 4L, 12L, 10L, 10L, 6L, 6L, 10L, 11L,
## 10L, 6L, 6L, 4L, 7L, 8L, 11L, 6L, 12L, 12L, 12L, 3L, 6L,
## 8L, NA, 10L, 11L, 8L, 6L, 12L, 8L, 7L, 12L, 10L, 12L, 6L,
## 7L, 10L, 12L, 8L, 12L, 8L, 5L, 5L, 3L, 11L, 11L, 7L, 12L,
## 8L, 10L, 7L, 10L, 8L, 8L, 7L, 8L, NA, 8L, 11L, 7L, NA, 11L,
## 10L, 10L, 3L, 5L, 6L, 5L, 7L, 8L, 12L, 11L, 6L, 12L, 6L,
## 6L, 10L, 10L, 5L, 8L, 4L, 7L, NA, NA, NA, NA, 7L, 3L, 11L,
## 6L, 7L, 7L, 10L, 7L, 12L, 12L, 6L, 8L, 11L, 6L, 12L, 12L,
## 5L, 7L, 8L, 8L, 7L, 7L, 7L, NA, NA, 10L, 8L, 1L, 7L, 7L,
## 10L, 10L, 4L, 6L, 6L, 7L, 5L, 4L, 10L, 3L, 10L, 8L, 12L,
## NA, 11L, 7L, 11L, 6L, 12L, 6L, 10L, 4L, 6L, 12L, 7L, 7L,
## 6L, 7L, 1L, 8L, 8L, 8L, 4L, 11L, 11L, 11L, 8L, 11L, 8L, 10L,
## 10L, 10L, 6L, 8L, 11L, 7L, 11L, 7L, 11L, 8L, 8L, 6L, 10L,
## 12L, 5L, 8L, 11L, 7L, 5L, 4L, 10L, 11L, 5L, 10L, 10L, 8L,
## 8L, 11L, 8L, 10L, 8L, 11L, 8L, 10L, 8L, 7L, 10L, 5L, 10L,
## 7L, 7L, 11L, 12L, 7L, 8L, 11L, 4L, NA, NA, 10L, NA, NA, 8L,
## NA, NA, NA, 6L, 7L, 4L, 5L, 5L, 8L, 7L, 5L, 7L, 7L, 5L, 6L,
## 6L, 7L, 5L, 7L, 6L, 5L, 8L, 7L, 5L, 6L, 5L, 4L, 8L, 7L, 7L,
## 8L, 8L, 5L, 8L, 4L, 4L, 5L, 6L, 8L, 4L, 8L, 7L, 8L, 6L, 8L,
## 8L, 6L, 8L, 8L, 10L, 12L, 11L, 6L, 10L, 10L, 6L, 12L, 10L,
## 3L, 12L, 8L, 12L, 6L, 3L, 11L, 10L, 10L, 8L, 8L, 12L, 5L,
## 10L, 7L, 12L, 10L, 8L, 7L, 8L, 6L, 10L, 8L, 6L, 10L, 7L,
## 12L, 4L, 12L, 6L, 4L, 10L, 5L, 8L, 10L, 10L, 7L, 6L, 10L,
## 10L, 11L, 11L, 8L, 10L, 11L, 8L, 6L, 7L, 8L, 10L, 6L, 10L,
## 3L, 7L, 6L, 11L, 8L, 2L, 8L, 12L, 6L, 8L, 5L, 11L, 8L, 8L,
## 8L, 6L, 7L, 6L, 10L, 8L, 10L, 8L, 10L, 4L, 10L, 8L, 7L, 10L,
## 8L, 8L, 4L, 8L, 5L, 5L, 6L, 10L, 10L, 12L, 8L, 10L, 11L,
## 4L, 6L, 11L, 11L, 12L, 12L, 10L, 4L, 10L, 11L, 11L, 5L, 10L,
## 10L, 7L, 7L, 10L, 11L, 8L, 7L, 5L, 12L, 5L, 7L, 6L, 8L, 10L,
## 6L, 8L, 7L, 8L, 5L, 10L, 8L, 6L, 6L, 10L, 10L, 6L, 8L, 10L,
## 10L, 10L, 12L, 7L, 11L, 7L, 6L, 6L, NA, NA, NA, NA, NA, NA,
## 2L, NA, NA, 7L, 10L, NA, NA, NA, 10L, 5L, NA, NA, NA, NA,
## NA, NA, NA, NA, 8L, NA, 6L, NA, NA, NA, NA, NA, 12L, NA,
## NA, 12L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 8L,
## NA, NA, NA, NA), RES.2 = c(11L, 11L, 8L, 7L, 11L, 8L, 7L,
## 5L, 8L, 8L, 9L, 6L, 5L, 6L, 4L, 5L, 8L, 5L, 7L, 6L, 8L, 9L,
## 9L, 5L, 5L, 6L, 5L, 8L, 8L, 8L, 5L, 9L, 8L, 5L, 6L, 7L, 9L,
## 9L, 8L, 11L, 9L, 9L, 7L, 7L, 8L, 11L, 9L, 8L, 8L, 6L, 6L,
## 8L, 8L, 8L, 6L, 9L, 9L, 2L, 8L, 9L, 11L, 11L, 8L, 6L, 5L,
## 4L, 3L, 11L, 6L, 11L, 11L, 11L, 4L, 6L, 7L, 8L, 8L, 6L, 11L,
## 6L, 9L, 7L, 7L, 9L, 5L, 10L, 9L, 8L, 8L, 6L, 11L, 3L, 9L,
## 6L, 4L, 11L, 4L, 8L, 11L, 6L, 9L, 4L, 3L, 10L, 11L, 5L, 6L,
## 6L, 5L, 6L, 9L, 9L, 7L, 4L, 6L, 1L, 6L, 2L, 4L, 7L, 6L, 7L,
## 9L, 10L, 8L, 6L, 1L, 1L, 8L, 9L, 7L, 9L, 7L, 9L, 6L, 11L,
## 8L, 5L, 10L, 9L, 8L, 10L, 9L, 7L, NA, 8L, 10L, 4L, 7L, NA,
## NA, NA, 7L, 9L, 6L, NA, NA, 9L, 9L, 11L, 9L, 8L, 10L, 9L,
## 9L, 6L, 4L, 10L, 8L, 9L, NA, 8L, NA, 2L, 4L, 4L, 8L, 8L,
## 8L, 11L, 10L, 3L, 10L, 11L, 2L, 7L, 6L, 6L, 8L, 9L, 9L, 7L,
## 6L, 5L, 7L, 5L, 9L, 7L, 6L, 10L, 6L, 7L, 9L, 9L, 5L, NA,
## NA, NA, NA, 7L, 9L, NA, NA, NA, NA, 9L, 10L, 10L, 5L, 8L,
## NA, NA, NA, 10L, 9L, 10L, 8L, 8L, 8L, 8L, 7L, 7L, 6L, 9L,
## 10L, 9L, 7L, NA, NA, NA, 4L, 7L, 7L, NA, 1L, 8L, 8L, 8L,
## NA, NA, NA, NA, NA, 4L, 6L, NA, NA, NA, NA, 10L, NA, 4L,
## NA, 4L, NA, NA, 4L, NA, 1L, 8L, 11L, 3L, 6L, 5L, NA, 11L,
## 10L, 4L, NA, NA, 11L, 3L, NA, NA, 9L, 7L, 8L, 10L, 7L, NA,
## 7L, 7L, 9L, NA, 9L, 11L, NA, NA, NA, NA, NA, NA, 5L, NA,
## NA, 3L, NA, NA, 8L, 5L, NA, NA, 11L, NA, NA, NA, NA, 8L,
## 5L, NA, 7L, NA, NA, 7L, NA, 7L, 11L, NA, 9L, NA, NA, NA,
## 2L, 6L, NA, NA, 5L, NA, 6L, NA, 6L, NA, NA, 7L, NA, 4L, 6L,
## NA, 6L, NA, NA, NA, 6L, NA, NA, NA, NA, NA, 2L, 9L, 6L, NA,
## 7L, 9L, 6L, NA, 7L, NA, 5L, 11L, NA, 5L, NA, NA, NA, 8L,
## NA, 6L, 6L, NA, 10L, 7L, NA, NA, 9L, 3L, 7L, 9L, 6L, 10L,
## 6L, 4L, NA, NA, NA, NA, 6L, NA, NA, 10L, 5L, NA, NA, 6L,
## 6L, 11L, 7L, NA, NA, NA, 9L, NA, 5L, NA, NA, 4L, NA, 7L,
## NA, NA, 10L, 10L, 10L, 6L, 6L, NA, 6L, NA, 7L, 3L, 7L, NA,
## 7L, 6L, 7L, 4L, NA, NA, NA, NA, 7L, 5L, NA, NA, NA, 6L, 7L,
## NA, 9L, NA, 6L, 6L, NA, 9L, NA, 6L, 9L, NA, 4L, 7L, NA, NA,
## 8L, NA, 11L, 9L, NA, NA, 10L, 8L, 8L, NA, 5L, 9L, 4L, NA,
## 4L, NA, NA, NA, 8L, NA, NA, 5L, NA, 4L, 7L, NA, NA, NA, 5L,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, NA, 5L, 11L, NA, NA, NA, 7L, 6L, NA, NA, 8L, 8L,
## 7L, 9L, 11L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 2L, NA, 11L, 6L, 11L, 8L, 7L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 8L, NA, NA, NA, NA, NA, NA, 9L, NA, 11L,
## NA, 7L, 6L, 6L, 8L, 11L, 9L, 11L, NA, NA, NA, NA, NA, 8L,
## 7L, 8L, NA, NA, NA, NA, NA, NA, 5L, NA, NA, 6L, NA, NA, NA,
## NA, 9L, NA, NA, 11L, NA, 2L, NA, NA, NA, NA, NA, 8L, NA,
## 9L, 7L, NA, NA, 1L, 4L, NA, NA, 4L, 9L, 9L, NA, NA, 6L, NA,
## 7L, NA, 10L, 8L, 9L, 4L, 11L, 9L, 7L, 7L, 7L, 5L, 9L, 9L,
## 8L, 6L, 11L, 5L, 7L, 10L, 8L, 8L, 11L, 9L, 7L, 3L, 4L, 7L,
## 3L, 9L, 9L, 8L, 11L, 7L, 10L, 6L, 6L, 10L, 9L, 10L, 7L, 9L,
## 8L, 4L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 10L,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## 3L, 5L, 11L, 6L, 9L, 7L, 6L, 3L, 6L, 8L, 8L, 6L, 10L, 6L,
## 5L, 4L, 8L, 11L, 10L, 8L, 7L, 8L, 8L, 6L, 8L, 11L, 3L, 9L,
## 9L, 8L, 9L, 8L, 6L, 5L, 4L, 11L, 8L, 9L, 9L, 9L, 6L, 7L,
## 8L, 8L, 6L, 11L, 8L, 10L, 10L, 6L, 11L, NA, 9L, 4L, 7L, 3L,
## 10L, 8L, 11L, 11L, 6L, 6L, 9L, 8L, 11L, 8L, 6L, 5L, NA, 8L,
## 10L, 8L, 6L, 8L, 8L, 5L, NA, 7L, 4L, 7L, 7L, 9L, 8L, 11L,
## 6L, 6L, 8L, 7L, 9L, 8L, 3L, 11L, 9L, 9L, 6L, 7L, 11L, 11L,
## 8L, 6L, 5L, 5L, 7L, 8L, 10L, 10L, 8L, 11L, 11L, 3L, 5L, 6L,
## NA, 9L, 9L, 6L, 7L, 10L, 6L, 8L, 11L, 9L, 11L, 6L, 5L, 8L,
## 10L, 7L, 11L, 5L, 6L, 8L, 8L, 10L, 9L, 7L, 11L, 8L, 9L, 11L,
## 8L, 6L, 9L, 8L, 8L, NA, 8L, 8L, 6L, NA, 11L, 8L, 9L, 3L,
## 7L, 8L, 8L, 7L, 5L, 9L, 11L, 6L, 11L, 6L, 6L, 9L, 9L, 5L,
## 7L, 5L, 7L, NA, NA, NA, NA, 6L, 3L, 11L, 8L, 6L, 7L, 8L,
## 6L, 10L, 10L, 6L, 9L, 9L, 5L, 11L, 9L, 6L, 5L, 9L, 8L, 6L,
## 7L, 8L, NA, NA, 8L, 9L, 1L, 6L, 6L, 9L, 9L, 4L, 5L, 7L, 6L,
## 5L, 5L, 9L, 5L, 9L, 8L, 11L, NA, 9L, 6L, 9L, 7L, 11L, 8L,
## 8L, 7L, 9L, 11L, 6L, 9L, 5L, 8L, 4L, 7L, 9L, 7L, 4L, 8L,
## 9L, 8L, 8L, 9L, 8L, 10L, 9L, 8L, 6L, 6L, 10L, 6L, 9L, 8L,
## 9L, 8L, 10L, 6L, 8L, 11L, 4L, 6L, 10L, 7L, 9L, 3L, 9L, 11L,
## 6L, 6L, 9L, 8L, 9L, 10L, 9L, 9L, 10L, 9L, 5L, 9L, 8L, 8L,
## 9L, 4L, 11L, 7L, 7L, 10L, 11L, 8L, 7L, 9L, 5L, NA, NA, 9L,
## NA, NA, 8L, NA, NA, NA, 6L, 6L, 4L, 7L, 6L, 7L, 7L, 6L, 6L,
## 6L, 5L, 5L, 5L, 7L, 5L, 8L, 6L, 4L, 8L, 7L, 7L, 7L, 5L, 7L,
## 4L, 7L, 7L, 8L, 8L, 5L, 7L, 5L, 5L, 5L, 6L, 8L, 5L, 9L, 8L,
## 8L, 6L, 9L, 5L, 4L, 8L, 9L, 9L, 11L, 9L, 6L, 8L, 7L, 8L,
## 10L, 10L, 6L, 11L, 6L, 11L, 4L, 3L, 10L, 9L, 8L, 7L, 11L,
## 11L, 6L, 8L, 6L, 11L, 9L, 8L, 8L, 6L, 8L, 8L, 8L, 5L, 10L,
## 8L, 5L, 6L, 11L, 6L, 6L, 9L, 5L, 8L, 8L, 5L, 7L, 7L, 11L,
## 9L, 9L, 9L, 7L, 9L, 9L, 8L, 7L, 8L, 8L, 7L, 7L, 9L, 4L, 5L,
## 7L, 9L, 7L, 4L, 7L, 10L, 7L, 8L, 6L, 9L, 7L, 8L, 8L, 8L,
## 7L, 6L, 9L, 8L, 10L, 8L, 9L, 5L, 9L, 8L, 9L, 9L, 5L, 8L,
## 3L, 8L, 7L, 5L, 7L, 8L, 6L, 7L, 8L, 9L, 7L, 5L, 6L, 10L,
## 10L, 9L, 6L, 8L, 4L, 9L, 7L, 10L, 6L, 8L, 6L, 8L, 7L, 10L,
## 10L, 7L, 7L, 5L, 9L, 7L, 6L, 8L, 8L, 10L, 6L, 7L, 7L, 9L,
## 5L, 8L, 9L, 6L, 6L, 8L, 9L, 7L, 9L, 9L, 10L, 8L, 10L, 10L,
## 10L, 6L, 8L, 11L, NA, NA, NA, NA, NA, NA, 2L, NA, NA, 7L,
## 10L, NA, NA, NA, 8L, 6L, NA, NA, NA, NA, NA, NA, NA, NA,
## 7L, NA, 6L, NA, NA, NA, NA, NA, 11L, NA, NA, 11L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 8L, NA, NA, NA, NA),
## RES.3 = c(11L, 11L, 8L, 5L, 11L, 8L, 4L, 3L, 8L, 8L, 9L,
## 6L, 5L, 6L, 4L, 4L, 9L, 5L, 5L, 6L, 8L, 11L, 7L, 3L, 5L,
## 6L, 6L, 8L, 8L, 8L, 4L, 8L, 8L, 4L, 6L, 8L, 8L, 11L, 8L,
## 11L, 9L, 9L, 7L, 7L, 8L, 11L, 9L, 9L, 8L, 11L, 6L, 8L, 9L,
## 8L, 7L, 9L, 9L, 9L, 8L, 9L, 11L, 11L, 6L, 6L, 4L, 4L, 6L,
## 1L, 6L, 11L, 11L, 11L, 4L, 6L, 8L, 8L, 8L, 6L, 11L, 6L, 9L,
## 5L, 6L, 10L, 6L, 8L, 9L, 9L, 7L, 6L, 11L, 5L, 9L, 5L, 3L,
## 11L, 5L, 6L, 11L, 6L, 9L, 6L, 3L, 10L, 11L, 6L, 6L, 6L, 2L,
## 6L, 7L, 9L, 8L, 4L, 6L, 1L, 5L, 3L, 3L, 7L, 6L, 7L, 9L, 10L,
## 6L, 4L, 1L, 1L, 8L, 9L, 7L, 9L, 7L, 8L, 7L, 11L, 9L, 6L,
## 3L, 10L, 4L, 10L, 7L, 9L, NA, 11L, 10L, 3L, 6L, NA, NA, NA,
## 7L, 10L, 5L, NA, NA, 9L, 8L, 11L, 9L, 8L, 10L, 9L, 9L, 6L,
## 4L, 11L, 8L, 8L, NA, 8L, NA, 11L, 6L, 3L, 8L, 8L, 8L, 11L,
## 10L, 5L, 10L, 11L, 4L, 7L, 6L, 6L, 11L, 9L, 9L, 6L, 6L, 5L,
## 7L, 5L, 10L, 8L, 6L, 9L, 6L, 5L, 9L, 8L, 3L, NA, NA, NA,
## NA, 7L, 9L, NA, NA, NA, NA, 8L, 10L, 8L, 5L, 8L, NA, NA,
## NA, 9L, 9L, 10L, 5L, 8L, 6L, 8L, 5L, 7L, 6L, 11L, 9L, 9L,
## 7L, NA, NA, NA, 4L, 8L, 7L, NA, 1L, 9L, 9L, 10L, NA, NA,
## NA, NA, NA, 5L, 6L, NA, NA, NA, NA, 9L, NA, 5L, NA, 4L, NA,
## NA, 5L, NA, 4L, 7L, 11L, 3L, 5L, 5L, NA, 11L, 10L, 4L, NA,
## NA, 11L, 2L, NA, NA, 9L, 9L, 10L, 8L, 7L, NA, 5L, 7L, 8L,
## NA, 7L, 11L, NA, NA, NA, NA, NA, NA, 7L, NA, NA, 3L, NA,
## NA, 9L, 5L, NA, NA, 10L, NA, NA, NA, NA, 8L, 5L, NA, 7L,
## NA, NA, 7L, NA, 6L, 11L, NA, 8L, NA, NA, NA, 2L, 5L, NA,
## NA, 5L, NA, 6L, NA, 6L, NA, NA, 7L, NA, 3L, 6L, NA, 6L, NA,
## NA, NA, 6L, NA, NA, NA, NA, NA, 4L, 11L, 6L, NA, 7L, 8L,
## 5L, NA, 7L, NA, 7L, 11L, NA, 5L, NA, NA, NA, 8L, NA, 6L,
## 5L, NA, 11L, 10L, NA, NA, 9L, 5L, 8L, 9L, 5L, 9L, 7L, 5L,
## NA, NA, NA, NA, 5L, NA, NA, 7L, 4L, NA, NA, 6L, 6L, 11L,
## 7L, NA, NA, NA, 9L, NA, 5L, NA, NA, 6L, NA, 7L, NA, NA, 11L,
## 10L, 11L, 7L, 5L, NA, 6L, NA, 6L, 3L, 7L, NA, 7L, 6L, 4L,
## 5L, NA, NA, NA, NA, 8L, 4L, NA, NA, NA, 6L, 7L, NA, 10L,
## NA, 6L, 6L, NA, 10L, NA, 6L, 7L, NA, 6L, 9L, NA, NA, 8L,
## NA, 11L, 3L, NA, NA, 7L, 8L, 7L, NA, 5L, 10L, 4L, NA, 4L,
## NA, NA, NA, 4L, NA, NA, 4L, NA, 4L, 3L, NA, NA, NA, 5L, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA,
## NA, NA, 4L, 11L, NA, NA, NA, 7L, 7L, NA, NA, 8L, 6L, 7L,
## 9L, 11L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, 9L, 4L, 11L, 8L, 9L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 6L, NA, NA, NA, NA, NA, NA, 9L, NA, 10L,
## NA, 7L, 6L, 6L, 8L, 6L, 8L, 11L, NA, NA, NA, NA, NA, 7L,
## 7L, 7L, NA, NA, NA, NA, NA, NA, 5L, NA, NA, 6L, NA, NA, NA,
## NA, 9L, NA, NA, 9L, NA, 2L, NA, NA, NA, NA, NA, 8L, NA, 10L,
## 8L, NA, NA, 1L, 2L, NA, NA, 2L, 8L, 9L, NA, NA, 7L, NA, 7L,
## NA, 11L, 8L, 9L, 5L, 11L, 6L, 7L, 7L, 7L, 4L, 11L, 9L, 8L,
## 7L, 9L, 3L, 7L, 10L, 8L, 7L, 11L, 10L, 7L, 4L, 6L, 6L, 3L,
## 8L, 10L, 6L, 11L, 9L, 3L, 6L, 5L, 6L, 10L, 9L, 4L, 10L, 8L,
## 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 10L,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## 3L, 4L, 11L, 6L, 10L, 7L, 6L, 3L, 6L, 6L, 7L, 6L, 9L, 6L,
## 7L, 5L, 8L, 9L, 7L, 9L, 6L, 8L, 7L, 6L, 8L, 11L, 2L, 10L,
## 7L, 7L, 9L, 8L, 6L, 7L, 5L, 11L, 9L, 9L, 6L, 9L, 6L, 8L,
## 7L, 8L, 5L, 11L, 8L, 9L, 9L, 8L, 11L, NA, 10L, 3L, 8L, 3L,
## 10L, 8L, 11L, 11L, 6L, 11L, 9L, 8L, 11L, 8L, 8L, 6L, NA,
## 7L, 11L, 8L, 6L, 8L, 7L, 8L, NA, 3L, 9L, 8L, 8L, 9L, 8L,
## 11L, 5L, 7L, 8L, 7L, 9L, 8L, 3L, 11L, 9L, 9L, 6L, 7L, 11L,
## 9L, 9L, 6L, 4L, 4L, 8L, 8L, 10L, 6L, 9L, 11L, 11L, 4L, 3L,
## 8L, NA, 9L, 9L, 6L, 6L, 10L, 4L, 7L, 11L, 9L, 11L, 6L, 5L,
## 10L, 10L, 8L, 11L, 7L, 4L, 9L, 2L, 10L, 10L, 7L, 9L, 6L,
## 10L, 11L, 8L, 6L, 8L, 7L, 8L, NA, 5L, 10L, 6L, NA, 9L, 8L,
## 9L, 2L, 5L, 8L, 9L, 7L, 5L, 10L, 10L, 5L, 11L, 8L, 6L, 10L,
## 9L, 5L, 6L, 9L, 9L, NA, NA, NA, NA, 6L, 5L, 11L, 5L, 6L,
## 7L, 8L, 6L, 1L, 11L, 6L, 7L, 9L, 5L, 11L, 9L, 5L, 5L, 7L,
## 8L, 6L, 7L, 5L, NA, NA, 8L, 8L, 1L, 8L, 8L, 9L, 8L, 4L, 5L,
## 7L, 7L, 3L, 9L, 9L, 6L, 9L, 8L, 11L, NA, 9L, 6L, 9L, 7L,
## 11L, 4L, 8L, 8L, 6L, 11L, 9L, 7L, 8L, 8L, 6L, 9L, 6L, 7L,
## 2L, 8L, 10L, 8L, 8L, 9L, 10L, 10L, 9L, 9L, 6L, 6L, 10L, 4L,
## 9L, 8L, 10L, 8L, 11L, 6L, 8L, 11L, 5L, 8L, 11L, 4L, 9L, 5L,
## 10L, 11L, 6L, 6L, 10L, 8L, 7L, 10L, 8L, 9L, 9L, 11L, 7L,
## 8L, 8L, 8L, 10L, 4L, 9L, 2L, 7L, 10L, 11L, 8L, 9L, 10L, 7L,
## NA, NA, 9L, NA, NA, 8L, NA, NA, NA, 6L, 7L, 6L, 6L, 7L, 6L,
## 7L, 4L, 8L, 6L, 5L, 6L, 7L, 7L, 4L, 7L, 6L, 3L, 8L, 8L, 6L,
## 6L, 5L, 7L, 6L, 6L, 6L, 7L, 8L, 5L, 8L, 4L, 5L, 5L, 6L, 8L,
## 5L, 7L, 7L, 8L, 6L, 9L, 7L, 5L, 9L, 6L, 9L, 11L, 9L, 6L,
## 7L, 8L, 8L, 9L, 9L, 5L, 11L, 8L, 11L, 3L, 3L, 10L, 10L, 8L,
## 8L, 11L, 11L, 11L, 8L, 6L, 11L, 9L, 8L, 8L, 8L, 7L, 8L, 8L,
## 6L, 11L, 7L, 8L, 6L, 6L, 6L, 6L, 10L, 10L, 9L, 7L, 11L, 7L,
## 8L, 9L, 9L, 10L, 10L, 8L, 9L, 7L, 7L, 9L, 8L, 8L, 4L, 8L,
## 9L, 5L, 6L, 6L, 9L, 9L, 3L, 6L, 10L, 7L, 8L, 6L, 10L, 8L,
## 9L, 6L, 7L, 7L, 6L, 9L, 8L, 10L, 8L, 9L, 5L, 9L, 9L, 8L,
## 9L, 6L, 8L, 4L, 6L, 6L, 6L, 7L, 9L, 9L, 6L, 8L, 8L, 5L, 5L,
## 7L, 10L, 9L, 1L, 11L, 9L, 5L, 9L, 9L, 10L, 4L, 8L, 7L, 7L,
## 8L, 9L, 10L, 9L, 7L, 6L, 9L, 8L, 6L, 8L, 8L, 10L, 8L, 7L,
## 7L, 11L, 4L, 8L, 10L, 5L, 7L, 8L, 9L, 7L, 9L, 8L, 10L, 7L,
## 11L, 7L, 10L, 6L, 6L, 11L, NA, NA, NA, NA, NA, NA, 2L, NA,
## NA, 7L, 10L, NA, NA, NA, 5L, 6L, NA, NA, NA, NA, NA, NA,
## NA, NA, 8L, NA, 6L, NA, NA, NA, NA, NA, 11L, NA, NA, 10L,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 8L, NA, NA, NA,
## NA), SDQI_1 = c(1L, 1L, 6L, 5L, 8L, 4L, 5L, 2L, 7L, 7L, 7L,
## 5L, 4L, 3L, 5L, 5L, 4L, 3L, 5L, 4L, 2L, 8L, 7L, 4L, 5L, 5L,
## 8L, 4L, 5L, NA, 4L, 8L, 7L, 5L, 7L, 7L, 4L, 8L, 6L, 4L, 5L,
## 7L, 7L, 5L, 7L, 4L, 6L, 5L, 6L, 7L, 5L, 6L, 4L, 5L, 6L, 5L,
## 8L, 6L, 4L, 5L, 4L, 5L, 4L, 4L, 8L, 4L, 1L, 8L, 6L, 5L, 3L,
## 4L, 7L, 3L, 6L, 5L, 8L, 5L, 3L, 4L, 7L, 4L, 8L, 3L, 5L, 7L,
## 6L, 6L, 6L, 8L, 7L, 3L, 6L, 5L, 5L, 8L, 7L, 5L, 8L, 5L, 5L,
## 5L, 2L, 6L, 7L, 5L, 5L, 5L, 4L, 7L, 6L, 5L, 4L, 3L, 5L, 1L,
## 8L, 8L, 3L, 7L, 5L, 5L, 7L, 8L, 5L, NA, 1L, 1L, 6L, 5L, 5L,
## 6L, 4L, 7L, 4L, 5L, 7L, 5L, 6L, 8L, 3L, 7L, 5L, 7L, NA, 8L,
## 7L, 5L, 5L, NA, NA, NA, 7L, 7L, 4L, NA, NA, 4L, 6L, 5L, 7L,
## 4L, 7L, 5L, 4L, 4L, 5L, 7L, 7L, 7L, NA, 5L, NA, 8L, 5L, 4L,
## 6L, 4L, 1L, 5L, 6L, 5L, 8L, 6L, 2L, 5L, 7L, 5L, 3L, 7L, 6L,
## 6L, 5L, 5L, 5L, 5L, 6L, 6L, 7L, 5L, 5L, 4L, 7L, 6L, 5L, NA,
## NA, NA, NA, 7L, 5L, NA, NA, NA, NA, 5L, NA, NA, 4L, 7L, NA,
## NA, NA, 5L, 6L, 8L, 5L, 8L, 7L, 6L, 8L, 7L, 7L, 7L, 8L, 8L,
## 5L, NA, NA, NA, 6L, 8L, 3L, NA, 3L, 6L, 7L, 4L, 7L, 8L, NA,
## 6L, 3L, 5L, 4L, NA, NA, 4L, 7L, 6L, 3L, 7L, 7L, 1L, 8L, 6L,
## 4L, 4L, 3L, 7L, 6L, 4L, 6L, 7L, 6L, 8L, 8L, 5L, 5L, NA, 8L,
## 3L, 5L, 7L, 6L, 1L, 4L, 8L, 8L, 7L, 4L, 6L, 5L, 5L, 7L, 6L,
## 6L, NA, 7L, 4L, 4L, 4L, 5L, 6L, 7L, 1L, 8L, 4L, 4L, 3L, NA,
## NA, 6L, 4L, 5L, 8L, 5L, 5L, 5L, 1L, 7L, 6L, 4L, 5L, 6L, 5L,
## 5L, 6L, 6L, 2L, 5L, 4L, 5L, 5L, 4L, 6L, 4L, 6L, 7L, 7L, 6L,
## 5L, 8L, 5L, 1L, 5L, 4L, NA, 7L, 7L, 5L, 8L, 7L, NA, 6L, 7L,
## 8L, 8L, 2L, 8L, 5L, NA, 5L, 8L, 6L, 7L, 6L, NA, 4L, 8L, NA,
## 5L, 6L, 7L, NA, 5L, 8L, 2L, 7L, 2L, 6L, 8L, 7L, 6L, 5L, 4L,
## 6L, 5L, 7L, 6L, 3L, 3L, 8L, 8L, 5L, 7L, 6L, 4L, NA, 6L, 5L,
## 6L, NA, 2L, 4L, 8L, 5L, 8L, 5L, 6L, 5L, 5L, 4L, 5L, 4L, 4L,
## 7L, 6L, 6L, NA, 7L, 6L, 7L, 6L, 4L, 4L, 3L, 8L, 5L, 1L, 4L,
## NA, 4L, 4L, 8L, 3L, 6L, 4L, NA, NA, 6L, 7L, 6L, 3L, 8L, 7L,
## 5L, 4L, 7L, 3L, 3L, 4L, 5L, 5L, NA, 5L, 6L, 5L, 2L, 6L, 5L,
## 7L, 4L, 6L, 4L, 8L, 8L, 1L, 8L, 6L, 2L, 8L, 8L, 6L, 7L, 4L,
## 6L, 8L, 6L, 7L, 5L, 7L, 8L, 7L, 8L, 6L, 5L, NA, NA, 5L, 4L,
## NA, NA, 7L, 8L, NA, 5L, 6L, 8L, 5L, 5L, 7L, 6L, 8L, 7L, 8L,
## 7L, 8L, 6L, 8L, 8L, 8L, 6L, 7L, 7L, 6L, 7L, 5L, 8L, 8L, 8L,
## 6L, 7L, 8L, 7L, 7L, 6L, 5L, 6L, 5L, 2L, 6L, 6L, 5L, 8L, 6L,
## 4L, 4L, 5L, 3L, 5L, 6L, 5L, 5L, 7L, 5L, 7L, 3L, 7L, 8L, 5L,
## 8L, 5L, 5L, 4L, 8L, 6L, 8L, 5L, 8L, 5L, 8L, 2L, 4L, 5L, 8L,
## 4L, 5L, 4L, 7L, 6L, 2L, NA, 3L, 5L, 7L, 2L, 7L, 5L, 7L, 1L,
## 8L, 5L, 7L, NA, 6L, NA, NA, 3L, 5L, NA, 6L, 5L, 5L, 1L, 8L,
## 5L, NA, 3L, 4L, 7L, 8L, 6L, 5L, 6L, NA, 6L, 6L, 6L, 8L, 6L,
## 4L, 4L, 5L, 8L, 6L, 6L, 4L, 8L, 7L, 6L, 7L, 3L, 6L, 6L, 3L,
## 7L, 8L, 5L, 4L, 5L, 6L, 4L, 7L, 6L, 5L, 8L, 8L, 7L, 4L, 6L,
## 6L, 3L, 8L, 8L, 4L, 6L, 4L, 3L, 8L, 6L, 7L, 7L, 8L, 7L, 5L,
## 6L, 6L, 3L, 7L, 7L, 5L, 7L, 6L, 4L, 5L, NA, NA, NA, 8L, NA,
## NA, NA, NA, 4L, NA, NA, 8L, 3L, NA, NA, 7L, NA, 4L, NA, 8L,
## NA, NA, NA, NA, NA, 8L, 6L, NA, NA, NA, NA, 8L, 8L, NA, NA,
## NA, NA, NA, NA, NA, NA, 7L, NA, 6L, 6L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 8L, NA, 6L, NA, 3L, NA, NA, NA, NA, NA, NA,
## 7L, NA, NA, 5L, 5L, NA, NA, 4L, 7L, 5L, 4L, NA, 7L, 5L, 4L,
## 6L, 5L, 8L, 5L, 6L, 5L, 5L, 8L, 7L, 8L, 8L, 7L, 5L, 6L, 6L,
## 5L, 4L, 8L, 4L, 8L, 8L, 6L, 7L, 5L, 3L, 7L, 4L, 5L, 4L, 7L,
## 6L, 7L, 6L, 5L, 8L, 4L, 1L, 4L, 4L, 6L, 7L, 4L, 8L, NA, 7L,
## 8L, 5L, 5L, 8L, 6L, 7L, 8L, 7L, 1L, 8L, 6L, 5L, 7L, 4L, 4L,
## NA, 5L, 7L, 7L, 4L, 8L, 5L, 6L, NA, 5L, 4L, 3L, 5L, 5L, 7L,
## 8L, 3L, 4L, 5L, 6L, 6L, 7L, 3L, 7L, 5L, 6L, 5L, 7L, 7L, 6L,
## 7L, 4L, 6L, 3L, 5L, 6L, 7L, 3L, 6L, 7L, 7L, 5L, 4L, 7L, NA,
## 6L, 5L, 4L, 4L, 7L, 5L, 6L, 8L, 8L, 7L, 7L, 6L, 6L, 8L, 7L,
## 8L, 4L, 5L, 6L, 7L, 7L, 7L, 8L, 7L, 6L, 7L, 5L, NA, 6L, 8L,
## 2L, 6L, NA, 6L, 8L, 6L, NA, 6L, 7L, 7L, 1L, 2L, 6L, 8L, 7L,
## 7L, 6L, 6L, 4L, 6L, 6L, 4L, 8L, 6L, 7L, 6L, 8L, 6L, NA, NA,
## NA, NA, 5L, 4L, 8L, 7L, 5L, 6L, 8L, 5L, 8L, 7L, 5L, 6L, 5L,
## 5L, 5L, 7L, 3L, 5L, 6L, 7L, 5L, 4L, 8L, NA, NA, 5L, 8L, 3L,
## 7L, 7L, 5L, 8L, 7L, 6L, 7L, 7L, 4L, 7L, 7L, 5L, 5L, 6L, 8L,
## NA, 7L, 8L, 5L, 7L, 8L, 5L, 7L, 7L, 5L, 7L, 7L, 5L, 8L, 6L,
## 8L, 5L, 5L, 5L, 4L, 7L, 5L, 2L, 7L, 5L, 7L, 7L, 4L, 6L, 7L,
## 4L, 7L, 8L, 6L, 6L, 6L, 6L, 6L, 5L, 5L, 1L, 4L, 3L, 7L, 6L,
## 5L, 6L, 8L, 4L, 6L, 7L, 7L, 7L, 6L, 7L, 7L, 5L, 6L, 7L, 8L,
## 7L, 4L, 5L, 5L, 4L, 6L, 3L, 5L, 5L, 7L, 6L, 6L, 7L, 5L, NA,
## NA, NA, NA, NA, 7L, NA, NA, NA, 6L, 5L, 6L, 7L, 5L, 5L, 6L,
## 5L, 6L, 6L, 5L, 7L, 4L, 6L, 5L, 8L, 5L, 4L, 6L, 6L, 5L, 6L,
## 5L, 6L, 4L, 7L, 8L, 6L, 8L, 6L, 7L, 5L, 6L, 5L, 6L, 8L, 5L,
## 8L, 6L, 5L, 3L, 7L, 7L, 4L, 4L, 6L, 7L, 5L, 7L, 6L, 8L, 5L,
## 4L, 6L, 7L, 1L, 4L, 4L, 8L, 8L, 5L, 8L, 7L, 6L, 5L, 7L, 8L,
## 1L, 6L, 7L, 5L, 8L, 7L, 4L, 4L, 5L, 8L, 7L, 4L, 7L, 5L, 6L,
## 4L, 1L, 6L, 6L, 5L, 7L, 5L, 6L, 7L, 6L, 6L, 5L, 6L, 5L, 1L,
## 6L, 7L, 5L, 5L, 6L, 4L, 6L, 7L, 4L, 5L, 5L, 4L, 7L, 6L, 6L,
## 5L, 2L, 5L, 6L, 5L, 6L, 6L, 8L, 4L, 7L, 7L, 6L, 7L, 4L, 6L,
## 7L, 5L, 5L, 7L, 6L, 5L, 7L, 6L, 8L, 6L, 4L, 6L, 5L, 4L, 6L,
## 5L, 7L, 5L, 5L, 5L, 6L, 1L, 5L, 7L, 6L, 8L, 5L, 7L, 6L, 5L,
## 6L, 6L, 5L, 6L, 5L, 7L, 5L, 8L, 4L, 5L, 5L, 4L, 1L, 6L, 4L,
## 3L, 7L, 6L, 7L, 7L, 4L, 7L, 5L, 7L, 3L, 3L, 5L, 5L, 5L, 5L,
## 6L, 5L, 6L, 5L, 4L, 7L, 6L, 6L, 3L, 8L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 5L, 6L, NA, NA, NA, 6L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 4L, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA,
## 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA), SDQI_2 = c(2L, 2L, 7L, 4L, 8L, 4L, 5L, 3L, 1L, 7L,
## 3L, 5L, 4L, 3L, 2L, 6L, 1L, 5L, 5L, 5L, 4L, 8L, 2L, 1L, 1L,
## 4L, 1L, NA, 2L, NA, NA, 1L, 1L, 4L, 7L, 1L, 1L, 1L, 2L, 1L,
## 3L, 2L, 1L, 4L, 1L, 4L, 8L, 3L, 1L, 6L, 5L, 2L, 4L, 6L, 2L,
## 3L, 1L, 2L, 1L, 3L, 3L, 3L, 1L, 5L, 1L, 5L, 2L, 3L, 1L, 7L,
## 2L, 4L, 3L, 4L, 2L, 5L, 1L, 6L, 4L, 4L, 1L, 4L, 3L, 1L, 4L,
## 1L, 2L, 1L, 2L, 1L, 1L, 4L, 2L, 3L, 3L, 8L, 1L, NA, 8L, 4L,
## 1L, 3L, 2L, 1L, 1L, 3L, 4L, 4L, 5L, 3L, 2L, 3L, 2L, 5L, 3L,
## 1L, NA, NA, 5L, 1L, 2L, 3L, 1L, 1L, 1L, NA, 8L, 8L, 3L, 3L,
## 1L, 1L, 3L, 3L, 5L, 1L, 1L, 3L, 2L, 1L, 3L, 1L, 3L, 1L, NA,
## 1L, 2L, 4L, 3L, NA, NA, NA, 2L, 1L, 2L, NA, NA, 2L, NA, 3L,
## 1L, 1L, 3L, 1L, 2L, 3L, 1L, 1L, 1L, 1L, NA, 1L, NA, 1L, 2L,
## 1L, 6L, 1L, 2L, 1L, 5L, 6L, 7L, 1L, 7L, 3L, 4L, 3L, 4L, 1L,
## 2L, 3L, 1L, 2L, 7L, 5L, 6L, 1L, 1L, 1L, 3L, 5L, 2L, 2L, 2L,
## NA, NA, NA, NA, 1L, 1L, NA, NA, NA, NA, 5L, NA, NA, 5L, 1L,
## NA, NA, NA, 4L, 1L, 1L, 4L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, NA, NA, NA, 1L, 1L, 2L, NA, 8L, 2L, 3L, 3L, 1L, 1L,
## NA, 3L, 6L, 3L, 4L, NA, NA, 4L, 1L, 3L, 3L, 1L, 1L, 6L, 2L,
## 6L, 1L, 3L, 1L, 3L, 4L, 5L, 3L, 2L, 2L, 1L, 1L, 4L, 2L, NA,
## 1L, 3L, 4L, 1L, 5L, 1L, 4L, 1L, 1L, 2L, 3L, 2L, 1L, 3L, 4L,
## 1L, 1L, NA, 6L, 4L, 5L, 7L, 1L, 4L, 1L, 5L, 1L, 1L, 1L, 2L,
## NA, NA, 1L, 7L, 5L, 1L, 6L, 2L, 5L, 3L, 3L, 3L, 1L, 3L, 6L,
## 1L, 1L, 3L, 3L, 7L, 2L, 4L, 4L, 1L, 4L, 2L, 5L, 6L, 1L, 1L,
## 1L, 4L, 3L, 4L, 4L, 4L, 3L, NA, 1L, 7L, 5L, 8L, 3L, NA, 1L,
## 7L, 1L, 8L, 8L, 1L, 1L, NA, 3L, 1L, 1L, 2L, 1L, NA, 5L, 1L,
## NA, 4L, 3L, 7L, NA, 1L, 1L, 4L, 6L, 2L, 1L, 1L, 1L, 2L, 1L,
## 4L, 1L, 4L, 2L, 1L, 1L, 5L, 3L, 1L, 5L, 2L, 1L, 3L, NA, 2L,
## 1L, 2L, NA, 1L, 4L, 1L, 4L, 1L, 2L, 5L, 1L, 3L, 4L, 1L, 1L,
## 4L, 1L, 2L, 5L, NA, 7L, 2L, 1L, 1L, 1L, 4L, 3L, 1L, 3L, 5L,
## 1L, NA, 1L, 5L, 3L, 3L, 3L, 2L, NA, NA, 2L, 2L, 3L, 4L, 1L,
## 1L, 1L, 7L, 2L, 1L, 1L, 4L, 2L, 1L, NA, 1L, 1L, 2L, 4L, 2L,
## 4L, 1L, 1L, 1L, 3L, 1L, 1L, 7L, 3L, 5L, 1L, 1L, 1L, 1L, 3L,
## 6L, 1L, 4L, 3L, 1L, 6L, 1L, 1L, 1L, 1L, 5L, 3L, NA, NA, 3L,
## 6L, NA, NA, 3L, 1L, NA, 3L, 6L, 3L, 1L, 1L, 3L, 7L, 3L, 3L,
## 1L, 5L, 8L, 3L, 1L, 1L, 5L, 6L, 1L, 3L, 1L, 7L, 4L, 1L, 3L,
## 1L, 3L, 1L, 1L, 8L, 8L, 3L, 3L, 3L, 5L, 1L, 6L, 6L, 6L, 1L,
## 1L, 6L, 4L, 4L, 2L, 5L, 2L, 1L, 3L, 2L, 3L, 6L, 1L, 1L, 1L,
## 3L, 4L, 3L, 3L, 2L, 8L, 7L, 1L, 1L, 8L, 1L, 1L, 5L, 4L, 1L,
## 8L, 1L, 1L, 4L, 3L, 1L, 2L, NA, 4L, 3L, 1L, 7L, 2L, 1L, 3L,
## 1L, 1L, 6L, 1L, NA, 1L, NA, NA, 4L, 5L, NA, 6L, 5L, 1L, 6L,
## 8L, 1L, NA, 5L, 5L, 1L, 4L, 1L, 5L, 1L, NA, 3L, 4L, 1L, 1L,
## 7L, 5L, 1L, 1L, 3L, 2L, 1L, 2L, 4L, 3L, 1L, 3L, 5L, 3L, 3L,
## 3L, 1L, 1L, 1L, 4L, 2L, 1L, 4L, 1L, 1L, 5L, 1L, 2L, 3L, 4L,
## 1L, 6L, 4L, 1L, 1L, 3L, 1L, 6L, 3L, 2L, 1L, 2L, 1L, 8L, 7L,
## 1L, 3L, 1L, 6L, 2L, 1L, 4L, 1L, 1L, 3L, 4L, NA, NA, NA, 1L,
## NA, NA, NA, NA, 2L, NA, NA, 1L, 3L, NA, NA, 7L, NA, 1L, NA,
## 1L, NA, NA, NA, NA, NA, 1L, 1L, NA, NA, NA, NA, 1L, 3L, NA,
## NA, NA, NA, NA, NA, NA, NA, 1L, NA, 4L, 2L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 7L, NA, 1L, NA, 2L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 1L, 1L, NA, NA, 3L, 1L, 1L, 3L, NA, 1L, 5L,
## 4L, 1L, 2L, 1L, 3L, 1L, 1L, 5L, 8L, 1L, 1L, 1L, 1L, 6L, 3L,
## 4L, 1L, 1L, 1L, 4L, 1L, 1L, 1L, 3L, 3L, 4L, 7L, 5L, 1L, 1L,
## 1L, 4L, 1L, 2L, 3L, 2L, 1L, 5L, 4L, 3L, 2L, 1L, 4L, 1L, NA,
## 1L, 1L, 3L, 3L, 1L, 1L, 1L, 1L, 7L, 8L, 1L, 3L, NA, 1L, 3L,
## 6L, NA, 1L, 4L, 1L, 1L, 4L, 1L, 5L, NA, 5L, 4L, 3L, 5L, 1L,
## 1L, 3L, 6L, 3L, 4L, 6L, 6L, 1L, 2L, 1L, 3L, 1L, 3L, 1L, 1L,
## 1L, 3L, 4L, 3L, 6L, 4L, 2L, 1L, 4L, 1L, 1L, 1L, 3L, 1L, 1L,
## NA, 2L, 2L, 5L, NA, 7L, 1L, 3L, 1L, 1L, 8L, 3L, 6L, 2L, 1L,
## 3L, 1L, 3L, 5L, 2L, 7L, 1L, 2L, 7L, NA, 2L, 2L, 1L, NA, 1L,
## 1L, 2L, 1L, NA, 2L, 1L, 1L, NA, 3L, 1L, 1L, 2L, 3L, 1L, 4L,
## 2L, 4L, 6L, 1L, 5L, 1L, 1L, 4L, 1L, 4L, 7L, 3L, 8L, 6L, NA,
## NA, NA, NA, 4L, 4L, 8L, 1L, 3L, 2L, 7L, 3L, 1L, 8L, 5L, 3L,
## 1L, 5L, 4L, 1L, 3L, 1L, 2L, 1L, 4L, 4L, 7L, NA, NA, 5L, 3L,
## 3L, 2L, 1L, 1L, 1L, 3L, 5L, 1L, 1L, 5L, 3L, 3L, 6L, 1L, 6L,
## 7L, NA, 1L, 1L, 1L, 1L, 1L, 3L, 2L, 2L, 3L, 3L, 1L, 4L, 1L,
## 2L, 1L, 1L, 3L, 2L, 5L, 1L, 1L, 3L, 5L, 2L, 2L, 2L, 3L, 1L,
## 1L, 1L, 2L, 1L, 1L, 3L, 1L, 1L, 1L, 5L, 3L, 4L, 2L, 3L, 3L,
## 3L, 3L, 5L, 2L, 2L, 2L, 6L, 1L, 1L, 1L, 4L, 1L, 3L, 1L, 1L,
## 4L, 1L, 5L, 2L, 3L, 3L, 4L, 7L, 3L, 2L, 1L, 1L, 3L, 1L, 4L,
## NA, NA, NA, NA, NA, 1L, NA, NA, NA, 6L, 5L, 6L, 2L, 4L, 3L,
## 4L, 6L, 3L, 2L, 5L, 7L, 5L, 6L, 4L, 1L, 4L, 3L, 3L, 2L, 4L,
## 4L, 5L, 3L, 7L, 3L, 2L, 5L, 8L, 2L, 2L, 5L, 6L, 5L, 6L, 3L,
## 3L, 1L, 1L, 3L, 4L, 3L, 7L, 5L, 1L, 4L, 1L, 1L, 1L, 2L, 2L,
## 3L, 3L, 2L, 1L, 5L, 4L, 4L, 1L, 1L, 3L, 1L, 1L, 1L, 3L, 1L,
## 1L, 8L, 3L, 7L, NA, 1L, 1L, 1L, 3L, 1L, 4L, 1L, 6L, 4L, 1L,
## 5L, 1L, 7L, 2L, 3L, 1L, 1L, 6L, 1L, 7L, 3L, 2L, 3L, 2L, 2L,
## 4L, 2L, 2L, 1L, NA, 2L, 1L, 2L, 2L, 1L, 3L, 7L, 1L, 2L, 2L,
## 1L, NA, 5L, 1L, 1L, 3L, 4L, 2L, 1L, 5L, 1L, 1L, 3L, 2L, 1L,
## 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 5L, 1L, 2L, 4L,
## 2L, 2L, 1L, 5L, 3L, 6L, 3L, 5L, 1L, 1L, 2L, 6L, 3L, 2L, 1L,
## 1L, 2L, 1L, 2L, 1L, 3L, 1L, 2L, 1L, 4L, 2L, 3L, 4L, 4L, 1L,
## 3L, 2L, 1L, 3L, 2L, 1L, 3L, 3L, 2L, 2L, 3L, 1L, 2L, 2L, 3L,
## 2L, 3L, 3L, 2L, 1L, 1L, 1L, 1L, 2L, 7L, 1L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 3L, 3L, NA, NA, NA, 1L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 2L, NA, 3L, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA), SDQI_3 = c(3L, 3L, 6L, 6L, 8L, 4L, 5L, 4L, 7L,
## 7L, 7L, 5L, 5L, 4L, 7L, 3L, 8L, 3L, 5L, 5L, 6L, 8L, 7L, 6L,
## 7L, 5L, 8L, 3L, 8L, NA, 5L, 8L, 7L, 4L, 7L, 5L, 6L, 6L, 6L,
## 6L, 4L, 5L, 5L, 5L, 7L, 6L, 7L, 6L, 8L, 5L, 5L, 6L, 4L, 6L,
## 4L, 6L, 8L, 6L, 6L, 6L, 4L, 6L, 5L, 4L, 5L, 4L, 3L, 1L, 6L,
## 7L, 2L, 5L, 5L, 5L, 7L, 5L, 8L, 4L, 3L, 4L, 8L, 6L, 7L, 6L,
## 5L, 8L, 6L, 6L, 6L, 8L, 8L, 5L, 7L, 5L, 6L, 8L, 6L, 4L, 8L,
## 5L, 7L, 7L, 1L, 7L, 5L, 6L, 5L, 5L, 6L, 7L, 8L, 8L, 7L, 4L,
## 6L, 1L, 2L, 3L, 3L, 8L, 8L, 5L, 7L, 8L, 7L, NA, 1L, 1L, 6L,
## 6L, 5L, 7L, 5L, 6L, 7L, 5L, 7L, 5L, 4L, 7L, 4L, 8L, 6L, 5L,
## NA, 7L, 8L, 4L, 6L, NA, NA, NA, 8L, 8L, 4L, NA, NA, 2L, 2L,
## 4L, 7L, 7L, 6L, 8L, 4L, 4L, 8L, 8L, 7L, 8L, NA, 6L, NA, 8L,
## 4L, 6L, 6L, 6L, 2L, 5L, 5L, 4L, 8L, 8L, 6L, 5L, 5L, 5L, 8L,
## 8L, 7L, 8L, 7L, 5L, 4L, 5L, 8L, 8L, 7L, 8L, 6L, 3L, 8L, 7L,
## 1L, NA, NA, NA, NA, 6L, 6L, NA, NA, NA, NA, 4L, NA, NA, 6L,
## 7L, NA, NA, NA, 6L, 7L, 8L, 5L, 6L, 6L, 7L, 8L, 8L, 6L, 8L,
## 8L, 8L, 5L, NA, NA, NA, 5L, 7L, 2L, NA, 5L, 7L, 7L, 7L, 8L,
## 8L, NA, 8L, 5L, 5L, 6L, NA, NA, 5L, 7L, 6L, 3L, 7L, 8L, 2L,
## 8L, 6L, 4L, 7L, 3L, 7L, 7L, 2L, 8L, 6L, 7L, 8L, 8L, 5L, 7L,
## NA, 8L, 5L, 5L, 7L, 4L, 8L, 3L, 8L, 8L, 7L, 7L, 8L, 7L, 5L,
## 3L, 2L, 8L, NA, 7L, 5L, 5L, 3L, 7L, 5L, 4L, 2L, 8L, 8L, 5L,
## 6L, NA, NA, 7L, 3L, 6L, 8L, 6L, 7L, 2L, 8L, 6L, 6L, 4L, 6L,
## 5L, 4L, 8L, 7L, 7L, 7L, 8L, 5L, 7L, 8L, 4L, 6L, 4L, 6L, 5L,
## 7L, 7L, 4L, 8L, 5L, 3L, 4L, 5L, NA, 8L, 7L, 5L, 8L, 6L, NA,
## 6L, 8L, 7L, 8L, 1L, 8L, 5L, NA, 7L, 4L, 6L, 7L, 6L, NA, 4L,
## 8L, NA, 5L, 8L, 7L, NA, 6L, 7L, 5L, 3L, 7L, 7L, 7L, 7L, 8L,
## 7L, 3L, 8L, 6L, 7L, 8L, 5L, 2L, 8L, 8L, 5L, 6L, 7L, 8L, NA,
## 8L, 5L, 8L, NA, 7L, 5L, 8L, 4L, 8L, 5L, 6L, 8L, 5L, 3L, 7L,
## 8L, 5L, 7L, 7L, 4L, NA, 2L, 6L, 8L, 7L, 7L, 5L, 7L, 8L, 6L,
## 8L, 6L, NA, 5L, 4L, 8L, 3L, 6L, 7L, NA, NA, 6L, 8L, 5L, 6L,
## 8L, 8L, 6L, 3L, 3L, 8L, 6L, 5L, 7L, 6L, NA, 6L, 6L, 6L, 2L,
## 7L, 6L, 7L, 5L, 7L, 7L, 8L, 8L, 8L, 5L, 4L, 8L, 7L, 8L, 8L,
## 4L, 8L, 8L, 8L, 7L, 7L, 5L, 8L, 8L, 4L, 7L, 3L, 6L, NA, NA,
## 4L, 5L, NA, NA, 7L, 8L, NA, 8L, 7L, 8L, 8L, 4L, 5L, 7L, 8L,
## 7L, 8L, 4L, 8L, 8L, 8L, 8L, 8L, 6L, 7L, 6L, 7L, 8L, 5L, 5L,
## 8L, 8L, 7L, 8L, 8L, 8L, 7L, 6L, 5L, 7L, 7L, 5L, 6L, 6L, 8L,
## 8L, 8L, 4L, 6L, 8L, 2L, 8L, 7L, 8L, 6L, 8L, 5L, 6L, 8L, 8L,
## 6L, 6L, 8L, 6L, 6L, 8L, 8L, 7L, 8L, 8L, 8L, 8L, 3L, 1L, 5L,
## 5L, 8L, 7L, 8L, 3L, 7L, 6L, 2L, NA, 4L, 5L, 8L, 6L, 6L, 5L,
## 7L, 7L, 8L, 8L, 8L, NA, 8L, NA, NA, 2L, 5L, NA, 6L, 5L, 7L,
## 8L, 8L, 7L, NA, 5L, 4L, 8L, 4L, 8L, 7L, 8L, NA, 7L, 6L, 6L,
## 8L, 7L, 6L, 8L, 7L, 8L, 6L, 6L, 7L, 7L, 7L, 6L, 7L, 4L, 8L,
## 8L, 3L, 6L, 8L, 6L, 4L, 8L, 4L, 5L, 8L, 8L, 5L, 8L, 8L, 8L,
## 5L, 8L, 5L, 5L, 8L, 8L, 8L, 4L, 6L, 7L, 6L, 8L, 8L, 8L, 8L,
## 8L, 8L, 4L, 8L, 5L, 7L, 8L, 4L, 7L, 8L, 7L, 6L, NA, NA, NA,
## 8L, NA, NA, NA, NA, 5L, NA, NA, 8L, 5L, NA, NA, 7L, NA, 8L,
## NA, 8L, NA, NA, NA, NA, NA, 8L, 8L, NA, NA, NA, NA, 8L, 7L,
## NA, NA, NA, NA, NA, NA, NA, NA, 8L, NA, 7L, 6L, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, 6L, NA, 8L, NA, 5L, NA, NA, NA, NA,
## NA, NA, 8L, NA, NA, 3L, 6L, NA, NA, 5L, 8L, 6L, 4L, NA, 7L,
## 5L, 4L, 7L, 4L, 8L, 5L, 6L, 5L, 5L, 8L, 8L, 7L, 8L, 8L, 3L,
## 7L, 5L, 7L, 8L, 8L, 3L, 8L, 7L, 6L, 7L, 6L, 4L, 7L, 6L, 6L,
## 6L, 6L, 4L, 8L, 6L, 8L, 7L, 7L, 8L, 8L, 7L, 6L, 7L, 4L, 8L,
## NA, 6L, 8L, 7L, 6L, 8L, 8L, 8L, 8L, 7L, NA, 8L, 4L, 8L, 8L,
## 5L, 5L, NA, 7L, 7L, 8L, 6L, 8L, 6L, 8L, NA, 5L, 4L, 3L, 5L,
## 8L, 6L, 7L, 5L, 5L, 7L, 6L, 6L, 8L, 5L, NA, 8L, 8L, 4L, 8L,
## 6L, 8L, 6L, 4L, 8L, 4L, 6L, 7L, 8L, 7L, 5L, 7L, 8L, NA, 4L,
## 7L, NA, 6L, 7L, 5L, 4L, 7L, 7L, 6L, 8L, 8L, 1L, 7L, 6L, NA,
## 8L, 8L, 8L, 5L, 5L, 8L, 7L, 8L, 8L, 8L, 2L, 7L, 7L, 5L, NA,
## 7L, 8L, 5L, 5L, NA, 7L, 8L, 7L, NA, 8L, 7L, 7L, 3L, 4L, 8L,
## 8L, 7L, 4L, 6L, 6L, 4L, 8L, 8L, 6L, 8L, 6L, 7L, 7L, 8L, 6L,
## NA, NA, NA, NA, 5L, 4L, 8L, 7L, 4L, 7L, 7L, 6L, 8L, 4L, 4L,
## 7L, 8L, 5L, 6L, 7L, 6L, 7L, 6L, 8L, 5L, 5L, 8L, NA, NA, 5L,
## 8L, 3L, 6L, 8L, 7L, 8L, 6L, 4L, 8L, 6L, 3L, 6L, 8L, 4L, 8L,
## 6L, 7L, NA, 8L, 8L, 7L, 8L, 8L, 5L, 8L, 6L, 7L, 6L, 6L, 7L,
## 7L, 7L, 7L, 7L, 7L, 6L, 5L, 6L, 8L, 6L, 6L, 5L, 7L, 6L, 3L,
## 7L, 7L, 5L, 7L, 6L, 6L, 6L, 8L, 6L, 6L, 4L, 8L, 5L, 8L, 6L,
## 7L, 5L, 5L, 4L, 8L, 8L, 7L, 8L, 8L, 8L, 6L, 7L, 7L, 5L, 6L,
## 8L, 7L, 7L, 5L, 7L, 5L, NA, 7L, 7L, 6L, 8L, 8L, 6L, 7L, 8L,
## 6L, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 6L, 4L, 5L, 4L, 4L,
## 5L, 5L, 4L, 6L, 6L, 5L, 5L, 2L, 7L, 5L, 7L, 4L, 2L, 8L, 7L,
## 5L, 4L, 5L, 7L, 6L, 7L, 6L, 5L, 8L, 6L, 7L, 5L, 5L, 5L, 3L,
## 7L, 4L, 7L, 6L, 6L, 4L, 7L, 7L, 6L, 6L, 4L, 8L, 6L, 6L, 6L,
## 7L, 8L, 7L, 6L, 7L, 8L, 8L, 4L, 8L, 8L, 6L, 8L, 6L, 8L, 7L,
## 8L, 8L, NA, 4L, 7L, 8L, 8L, 8L, 7L, 5L, 7L, 8L, 8L, 5L, 7L,
## 6L, 8L, 6L, 1L, 7L, 4L, 7L, 6L, 5L, 6L, 7L, 5L, 6L, 7L, 5L,
## 8L, 7L, 5L, 7L, 6L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 3L, 8L, 7L,
## 7L, 7L, 3L, 5L, 7L, 7L, 7L, 5L, 6L, 8L, 4L, 7L, 7L, 5L, 8L,
## 6L, 7L, 7L, 5L, 5L, 8L, 7L, 7L, 8L, 6L, 6L, 8L, 2L, 8L, 5L,
## 5L, 5L, 5L, 7L, 4L, 6L, 6L, 7L, 3L, 8L, 8L, 6L, 7L, 5L, 6L,
## 7L, 6L, 5L, 8L, 5L, 5L, 5L, 8L, 7L, 7L, 5L, NA, 5L, 3L, 3L,
## 6L, 5L, 7L, 7L, 4L, NA, 6L, 3L, 4L, 7L, 7L, 6L, 8L, 8L, 6L,
## 6L, 7L, 7L, 7L, 6L, 7L, 8L, 7L, 8L, 7L, 8L, 1L, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, 4L, 7L, NA, NA, NA, 7L, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, 3L, NA, 5L, NA, NA, NA, NA, NA, NA,
## NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA), SDQI_4 = c(4L, 4L, 5L, 5L, 8L, 4L, 5L, 5L,
## 8L, 7L, 8L, 5L, 4L, 5L, 7L, NA, 5L, 3L, 3L, 5L, 6L, 8L, 7L,
## 6L, 7L, 4L, 8L, 6L, 6L, NA, 1L, 8L, 7L, 6L, 8L, 7L, 6L, 8L,
## 7L, 6L, 5L, 5L, 6L, 5L, 6L, 4L, 7L, 7L, 7L, 7L, 5L, 7L, 4L,
## 6L, 8L, 6L, 8L, 6L, 8L, 6L, 4L, 5L, 5L, 5L, 7L, 4L, 4L, 7L,
## 6L, 7L, 3L, 5L, 7L, 4L, 5L, 5L, 8L, 5L, 4L, 4L, 7L, 4L, 8L,
## 7L, 6L, 8L, 6L, 5L, 7L, 8L, 8L, 3L, 7L, 6L, 5L, 8L, 8L, 5L,
## 8L, 4L, 6L, 7L, 2L, 7L, 6L, 4L, 5L, 5L, 7L, 7L, 8L, 8L, 6L,
## 4L, 8L, 1L, NA, 7L, 3L, 8L, 6L, 6L, 8L, 8L, 5L, NA, 1L, 1L,
## 7L, 6L, 5L, 6L, 5L, 5L, 6L, 6L, 8L, 7L, 6L, 7L, 6L, 7L, 5L,
## 7L, NA, 8L, 7L, 4L, 7L, NA, NA, NA, 7L, 8L, 6L, NA, NA, 4L,
## 7L, 4L, 7L, 7L, 7L, 3L, 6L, 4L, 8L, 8L, 8L, 7L, NA, 5L, NA,
## 8L, 4L, 6L, 6L, 6L, 3L, 8L, 6L, 2L, 7L, 8L, 5L, 5L, 5L, 5L,
## 8L, 7L, 7L, 6L, 7L, 5L, 4L, 5L, 5L, 8L, 6L, 7L, 5L, 4L, 8L,
## 7L, 4L, NA, NA, NA, NA, 5L, 6L, NA, NA, NA, NA, 6L, NA, NA,
## 4L, 7L, NA, NA, NA, 5L, 8L, 8L, 4L, 7L, 6L, 7L, 8L, 8L, 7L,
## 8L, 8L, 8L, 7L, NA, NA, NA, 8L, 8L, 4L, NA, 3L, 6L, 7L, 7L,
## 7L, 8L, NA, 3L, 4L, 5L, 5L, NA, NA, 4L, 7L, 6L, 3L, 7L, 4L,
## 3L, 5L, 6L, 6L, 7L, 3L, 7L, 5L, 3L, 7L, 4L, 7L, 8L, 8L, 6L,
## 8L, NA, 8L, 7L, 8L, 7L, 4L, 8L, 3L, 8L, 8L, 6L, 6L, 7L, 7L,
## 5L, 5L, 7L, 6L, NA, 7L, 5L, 5L, 3L, 6L, 5L, 6L, 3L, 7L, 4L,
## 4L, 3L, NA, NA, 7L, 2L, 5L, 6L, 5L, 7L, 3L, 6L, 7L, 7L, 5L,
## 5L, 5L, 5L, 8L, 7L, 7L, 3L, 7L, 5L, 5L, 7L, 4L, 6L, 4L, 6L,
## 8L, 6L, 6L, 3L, 8L, 5L, 1L, 6L, 6L, NA, 7L, 7L, 5L, 8L, 7L,
## NA, 7L, 1L, 6L, 8L, 1L, 8L, 6L, NA, 7L, 8L, 6L, 7L, 7L, NA,
## 4L, 8L, NA, 5L, 7L, 1L, NA, 7L, 7L, 5L, 6L, 7L, 7L, 3L, 8L,
## 7L, 5L, 5L, 8L, 6L, 8L, 8L, 4L, 3L, 8L, 8L, 5L, 7L, 5L, 6L,
## NA, 8L, 6L, 6L, NA, 7L, 5L, 8L, 5L, 8L, 5L, 5L, 7L, 5L, 4L,
## 8L, 5L, 4L, 8L, 8L, 5L, NA, 6L, 6L, 7L, 8L, 5L, 6L, 6L, 8L,
## 6L, 8L, 8L, NA, 7L, 4L, 7L, 2L, 7L, 4L, NA, NA, 7L, 8L, 5L,
## 3L, 8L, 7L, 6L, 4L, 4L, 8L, 6L, 5L, 7L, 7L, NA, 6L, 7L, 5L,
## 5L, 7L, 7L, 7L, 6L, 7L, 6L, 8L, 8L, 4L, 8L, 4L, 7L, 8L, 8L,
## 7L, 4L, 8L, 5L, 7L, 7L, 7L, 5L, 7L, 8L, 5L, 7L, 4L, 7L, NA,
## NA, 6L, 4L, NA, NA, 7L, 8L, NA, 6L, 7L, 8L, 4L, 3L, 8L, 8L,
## 8L, 8L, 8L, 2L, 8L, 8L, 7L, 8L, 8L, 6L, 5L, 6L, 7L, 5L, 4L,
## 8L, 6L, 8L, 6L, 8L, 8L, 8L, 8L, 5L, 5L, 6L, 6L, 4L, 5L, 6L,
## 8L, 8L, 4L, 3L, 5L, 5L, 3L, 5L, 7L, 7L, 5L, 8L, 5L, 7L, 8L,
## 8L, 8L, 8L, 6L, 6L, 5L, 5L, 8L, 6L, 8L, 4L, 8L, 6L, 8L, 4L,
## 5L, 8L, 8L, 5L, 5L, 1L, 7L, 8L, 2L, NA, 4L, 4L, 8L, 4L, 6L,
## 5L, 7L, 7L, 8L, 7L, 8L, NA, 8L, NA, NA, 3L, 5L, NA, 7L, 5L,
## 7L, 3L, 8L, 8L, NA, 4L, 4L, 7L, 5L, 8L, 8L, 8L, NA, 7L, 5L,
## 7L, 8L, 7L, 6L, 4L, 7L, 8L, 6L, 8L, 4L, 8L, 6L, 8L, 7L, 6L,
## 8L, 6L, 3L, 6L, 8L, 6L, 3L, 5L, 4L, 4L, 6L, 8L, 5L, 8L, 8L,
## 8L, 4L, 8L, 5L, 5L, 8L, 8L, 6L, 5L, 3L, 1L, 6L, 7L, 6L, 8L,
## 8L, 8L, 7L, 6L, 7L, 5L, 7L, 8L, 5L, 7L, 8L, 7L, 7L, NA, NA,
## NA, 8L, NA, NA, NA, NA, 7L, NA, NA, 8L, 7L, NA, NA, 7L, NA,
## 8L, NA, 8L, NA, NA, NA, NA, NA, 8L, 5L, NA, NA, NA, NA, 7L,
## 7L, NA, NA, NA, NA, NA, NA, NA, NA, 8L, NA, 7L, 7L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 8L, NA, 8L, NA, 4L, NA, NA, NA,
## NA, NA, NA, 5L, NA, NA, 6L, 7L, NA, NA, 5L, 8L, 6L, 4L, NA,
## 7L, 5L, 4L, 8L, 4L, 8L, 5L, 6L, 6L, 5L, 8L, 6L, 7L, 8L, 8L,
## 1L, 7L, 8L, 8L, 8L, 8L, 4L, 8L, 7L, 6L, 7L, 6L, 3L, 3L, 4L,
## 8L, 6L, 8L, 5L, 7L, 6L, 8L, 7L, 6L, 4L, 8L, 6L, 7L, 7L, 5L,
## 8L, NA, 6L, 8L, 7L, 6L, 8L, 8L, 7L, 8L, 6L, 1L, 7L, 4L, 8L,
## 8L, 4L, 4L, NA, 6L, 7L, 8L, 4L, NA, 7L, 4L, NA, 4L, 4L, 3L,
## 5L, 8L, 8L, 7L, 3L, 4L, 5L, 6L, 6L, 8L, 5L, 7L, 8L, 8L, 4L,
## 7L, 5L, 8L, 6L, 4L, 7L, 3L, 6L, 7L, 8L, 7L, 7L, 7L, 8L, 6L,
## 4L, 7L, NA, 6L, 6L, 6L, 4L, 7L, 7L, 6L, 8L, 8L, 8L, 6L, 8L,
## 7L, 8L, 7L, 7L, 5L, 5L, 8L, 7L, 8L, 8L, 8L, 8L, 7L, 7L, 8L,
## NA, 7L, 8L, 4L, 5L, NA, 7L, 7L, 7L, NA, 6L, 7L, 7L, 5L, 4L,
## 8L, 8L, 7L, 8L, 5L, 7L, 5L, 8L, 8L, 6L, 8L, 6L, 6L, 7L, 8L,
## 6L, NA, NA, NA, NA, 5L, 4L, 8L, 7L, 2L, 7L, 6L, 6L, 8L, 8L,
## 5L, 6L, 8L, 5L, 5L, 7L, 6L, 7L, 6L, 6L, 6L, 4L, 7L, NA, NA,
## 5L, 7L, 3L, 6L, 5L, 8L, 8L, 7L, 5L, 8L, 6L, 5L, 6L, 8L, 5L,
## 8L, 6L, 7L, NA, 8L, 8L, 7L, 8L, 8L, 5L, 7L, 6L, 4L, 4L, 6L,
## 7L, 8L, 7L, 7L, 6L, 7L, 6L, 5L, 6L, 7L, 5L, 4L, 8L, 7L, 8L,
## 6L, 7L, 7L, 5L, 7L, 7L, 7L, 8L, 8L, 6L, 7L, 4L, 5L, 5L, 6L,
## 5L, 7L, 6L, 5L, 5L, 8L, 7L, 7L, 6L, 8L, 8L, 7L, 6L, 8L, 3L,
## 5L, 8L, 7L, 7L, 4L, 7L, 5L, 3L, 8L, 2L, 5L, 7L, 8L, 7L, 6L,
## 8L, 4L, NA, NA, NA, NA, NA, 8L, NA, NA, NA, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 7L, 6L, 6L, 3L, 7L, 3L, 4L, 6L, 5L, 7L, 8L, 8L,
## 6L, 7L, 8L, 6L, 7L, 7L, 4L, 8L, 5L, 8L, 8L, 6L, 8L, 6L, 8L,
## 7L, 7L, 8L, 1L, 4L, 6L, 8L, 7L, 8L, 6L, 4L, 6L, NA, 8L, 4L,
## 7L, 7L, 4L, 4L, 1L, 7L, 6L, 7L, 8L, 5L, 6L, 7L, 5L, 6L, 7L,
## 6L, 8L, 5L, 5L, 7L, 6L, 6L, 6L, 6L, 7L, 6L, 6L, 5L, 3L, 6L,
## 7L, 7L, 7L, 3L, 6L, 7L, 7L, 7L, 6L, 5L, 8L, 4L, 8L, 7L, 5L,
## 8L, 6L, 7L, 7L, 5L, 5L, 6L, 7L, 7L, 8L, 7L, 8L, 7L, 4L, 8L,
## 6L, 4L, 6L, 6L, 8L, 8L, 7L, 6L, 5L, 2L, 8L, 8L, 3L, 7L, 4L,
## 6L, 8L, 7L, 5L, 8L, 5L, 5L, 5L, 8L, 7L, 8L, 5L, 7L, 6L, 3L,
## 3L, 6L, 5L, 5L, 7L, 6L, 7L, 8L, 6L, 6L, 6L, 8L, NA, 5L, 7L,
## 6L, 6L, 6L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 7L, 8L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 5L, 7L, NA, NA, NA, 6L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 5L, NA, 5L, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA), SDQI_5 = c(5L, 5L, NA, 5L, 8L, 4L, 5L,
## 3L, 1L, 7L, 4L, 5L, 5L, 5L, 3L, 5L, 1L, 5L, 4L, 5L, 3L, 8L,
## 2L, 2L, 1L, 4L, 1L, 3L, 3L, NA, 4L, 1L, 1L, 5L, 3L, 1L, 1L,
## 1L, 1L, 5L, 4L, 3L, 2L, 5L, 1L, 5L, 8L, 3L, 2L, 3L, 5L, 2L,
## 4L, 2L, 5L, 4L, 1L, 3L, 1L, 4L, 2L, 3L, 1L, 4L, 1L, 4L, 5L,
## 4L, 1L, 1L, 4L, 4L, 3L, 3L, 7L, 5L, 1L, 6L, 3L, 4L, 3L, 5L,
## 3L, 1L, 5L, 1L, 4L, 3L, 1L, 1L, 1L, 4L, 2L, 3L, 2L, 8L, 3L,
## 4L, 8L, 5L, 1L, 4L, 2L, 1L, 2L, 4L, 4L, 3L, 5L, 3L, 2L, 3L,
## 5L, 5L, 2L, 1L, 3L, 3L, 4L, 1L, 5L, 4L, 1L, 1L, 5L, NA, 8L,
## 8L, 3L, 3L, 1L, 3L, 3L, 1L, 3L, 2L, 1L, 5L, 3L, 2L, 3L, 2L,
## 3L, 2L, NA, 1L, 1L, 4L, 4L, NA, NA, NA, 2L, 2L, 4L, NA, NA,
## 3L, 3L, 6L, 3L, 1L, 2L, 1L, 3L, 5L, 1L, 1L, 1L, 1L, NA, 2L,
## NA, 1L, 4L, 3L, 3L, 6L, 4L, 1L, 3L, 5L, 8L, 1L, 5L, 3L, 4L,
## 5L, 1L, 1L, 2L, 5L, 2L, 1L, 4L, 4L, 3L, 1L, 1L, 4L, NA, 6L,
## 1L, 2L, 4L, NA, NA, NA, NA, 1L, 1L, NA, NA, NA, NA, 2L, NA,
## NA, 4L, 1L, NA, NA, NA, 4L, 1L, 1L, 4L, 4L, 3L, 1L, 1L, 2L,
## 4L, 1L, 1L, 1L, 1L, NA, NA, NA, 4L, 4L, 4L, NA, 8L, 2L, 5L,
## 3L, 2L, 1L, NA, 2L, 3L, 4L, 5L, NA, NA, 4L, 1L, 3L, 3L, 1L,
## 3L, 8L, 1L, 4L, 2L, 1L, 4L, 3L, 5L, 5L, 3L, 3L, 2L, 1L, 1L,
## 4L, 1L, NA, 1L, 6L, 6L, 1L, 1L, 1L, 7L, 1L, 2L, 4L, 3L, 2L,
## 2L, 4L, 2L, 2L, 1L, NA, 7L, 4L, 4L, 7L, 1L, 4L, 4L, 5L, 1L,
## 1L, 3L, 2L, NA, NA, 1L, 7L, 6L, 2L, 5L, 2L, 5L, 3L, 3L, 3L,
## 6L, 2L, 6L, 3L, 1L, 5L, 3L, 7L, 4L, 4L, 3L, 1L, 4L, 4L, 5L,
## 6L, 2L, 1L, 2L, 6L, 3L, 4L, 5L, 6L, 4L, NA, 2L, 7L, 5L, 1L,
## 3L, NA, 4L, 5L, 1L, 1L, 8L, 1L, 3L, NA, 3L, 1L, 2L, 2L, 1L,
## NA, 5L, 1L, NA, 4L, 2L, 3L, NA, 3L, 1L, 4L, 6L, 4L, 1L, 1L,
## 1L, 3L, 2L, 5L, 1L, 5L, 2L, 2L, 2L, 5L, 2L, 1L, 5L, 3L, 4L,
## 3L, NA, 1L, 3L, 1L, NA, 1L, 3L, 1L, 3L, 1L, 2L, 3L, 2L, 4L,
## 5L, 4L, 3L, 4L, 1L, 3L, 7L, NA, 8L, 3L, 2L, 1L, 3L, 5L, 3L,
## 2L, 2L, 5L, 1L, NA, 2L, 5L, 2L, 6L, 4L, 4L, NA, NA, 3L, 1L,
## 2L, 7L, 1L, 1L, 1L, 7L, 2L, 3L, 1L, 4L, 2L, 3L, NA, 1L, 2L,
## 2L, 4L, 2L, 1L, 3L, 1L, 3L, 2L, 1L, 1L, 2L, 3L, 5L, 3L, 1L,
## 1L, 1L, 5L, 6L, 1L, 5L, 2L, 2L, 6L, 6L, 1L, 3L, 1L, 6L, 2L,
## NA, NA, 4L, 4L, NA, NA, 3L, 1L, NA, 2L, 3L, 3L, 1L, 4L, 3L,
## 5L, 2L, 3L, 1L, 4L, 3L, 4L, 1L, 1L, 3L, 3L, 1L, 4L, 1L, 8L,
## 4L, 1L, 4L, 1L, 6L, 4L, 1L, 4L, 8L, 5L, 3L, 3L, 4L, 2L, 5L,
## 1L, 8L, 1L, 1L, 7L, 5L, 4L, 2L, 1L, 2L, 1L, 3L, 2L, 3L, 6L,
## 1L, 1L, 1L, 3L, 5L, 5L, 2L, 2L, 8L, 7L, 1L, 4L, 8L, 1L, 1L,
## 1L, 4L, 4L, 8L, 1L, 2L, 3L, 3L, 1L, 3L, NA, 3L, 4L, 1L, 3L,
## 4L, 3L, 3L, 1L, 1L, 8L, 2L, NA, 1L, NA, NA, 5L, 5L, NA, 6L,
## 5L, 1L, 7L, 8L, 2L, NA, 7L, 5L, 1L, 2L, 1L, 6L, 1L, NA, 3L,
## 4L, 1L, 1L, 6L, 5L, 1L, 3L, 3L, 2L, 2L, 3L, 4L, 2L, 2L, 3L,
## 4L, 4L, 2L, 3L, 4L, 1L, 3L, 4L, 3L, 1L, 5L, 3L, 1L, 5L, 1L,
## 1L, 3L, 3L, 1L, 4L, 4L, 1L, 1L, 3L, 2L, 4L, 3L, 7L, 3L, 3L,
## 1L, 8L, 1L, 5L, 3L, 1L, 5L, 2L, 1L, 4L, 2L, 1L, 3L, 3L, NA,
## NA, NA, 1L, NA, NA, NA, NA, 1L, NA, NA, 1L, 3L, NA, NA, 7L,
## NA, 1L, NA, 4L, NA, NA, NA, NA, NA, 2L, 2L, NA, NA, NA, NA,
## 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 1L, 2L, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, 1L, NA, 5L, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, 5L, 1L, NA, NA, 4L, 1L, 2L, 2L,
## NA, 2L, 5L, 4L, 7L, 1L, 8L, 4L, 1L, 1L, 5L, 8L, 1L, 1L, 1L,
## 1L, 8L, 6L, 3L, 3L, 1L, 1L, 5L, 1L, 1L, 4L, 3L, 3L, 3L, 7L,
## 4L, 1L, 2L, 1L, 5L, 1L, 2L, 1L, 2L, 2L, 4L, 5L, 4L, 1L, 1L,
## 4L, 1L, NA, 1L, 3L, 3L, 5L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 5L,
## 1L, 1L, 3L, 8L, NA, 2L, 3L, 1L, 5L, 2L, 1L, 1L, NA, 4L, 4L,
## 3L, 5L, 1L, 1L, 3L, 2L, 3L, 3L, 6L, 6L, 1L, 4L, 1L, 1L, 1L,
## 5L, 1L, 1L, 1L, 2L, 4L, 1L, 4L, 3L, 2L, 1L, 7L, 1L, 1L, 2L,
## 3L, 4L, 3L, NA, 2L, 2L, 3L, 4L, 7L, 1L, 3L, 6L, 1L, 1L, 4L,
## 2L, 1L, 1L, 3L, 1L, 3L, 7L, 1L, 7L, 1L, 2L, 8L, 2L, 2L, 2L,
## 3L, NA, 1L, 1L, 3L, 1L, NA, 1L, 7L, 1L, NA, 1L, 1L, 2L, 4L,
## 4L, 2L, 4L, 2L, 7L, 5L, 1L, 4L, 1L, 1L, 3L, 1L, 4L, 7L, 4L,
## 8L, 6L, NA, NA, NA, NA, 4L, 5L, 8L, 3L, 5L, 2L, 7L, 3L, 1L,
## 4L, 4L, 2L, 1L, 3L, 4L, 1L, 5L, 2L, 2L, 1L, 4L, 2L, 6L, NA,
## NA, 5L, 3L, 3L, 2L, 1L, 1L, 1L, 4L, 4L, 1L, 4L, 5L, 6L, 3L,
## 5L, 1L, 6L, 7L, NA, 1L, 1L, 1L, 2L, 1L, 3L, 2L, 4L, 1L, 1L,
## 1L, 4L, 1L, 2L, 2L, 1L, 3L, 3L, 6L, 2L, 1L, 3L, 3L, 1L, 3L,
## 2L, 3L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 4L, 1L, 5L,
## 2L, 1L, 3L, 2L, 3L, 4L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 3L, 1L,
## 2L, 2L, 1L, 4L, 1L, 3L, 2L, 3L, 4L, 2L, 1L, 3L, 2L, 1L, 1L,
## 3L, 1L, 6L, NA, NA, NA, NA, NA, 3L, NA, NA, NA, NA, 1L, NA,
## NA, 1L, NA, NA, NA, NA, NA, 1L, 1L, NA, NA, NA, NA, NA, 1L,
## NA, 1L, NA, NA, NA, 1L, 1L, 1L, 1L, NA, 1L, 1L, NA, NA, NA,
## NA, NA, NA, NA, 1L, 4L, 3L, 3L, 3L, 7L, 4L, 2L, 5L, 1L, 1L,
## 1L, 2L, 2L, 1L, 4L, 1L, 1L, 4L, 5L, 4L, 1L, 3L, 5L, 1L, 1L,
## 1L, 3L, 1L, 1L, 1L, 5L, 2L, 1L, 1L, 1L, 2L, 3L, 2L, 2L, 1L,
## 8L, 3L, 1L, 1L, 5L, 8L, 3L, 3L, 1L, 1L, 5L, 1L, 7L, 1L, 3L,
## 1L, 1L, 1L, 5L, 1L, 1L, 2L, 3L, 1L, 2L, 1L, 2L, 1L, 1L, 8L,
## 3L, 7L, 1L, 6L, 5L, 2L, 2L, 1L, 3L, 2L, 2L, 1L, 5L, 2L, 1L,
## 4L, 2L, 1L, 1L, 1L, NA, 1L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 7L,
## 1L, 5L, 4L, 1L, 2L, 1L, 1L, 5L, 3L, 3L, 6L, 2L, 1L, 2L, 4L,
## 3L, 3L, 3L, 1L, 2L, 1L, 5L, 2L, 2L, 1L, 2L, 1L, 4L, 3L, 3L,
## 4L, 3L, 1L, 3L, 4L, 1L, 2L, 2L, 2L, 3L, 2L, 1L, 1L, 2L, 1L,
## 3L, 3L, 3L, 2L, 1L, 1L, 4L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, 3L, 3L, NA, NA, NA, 1L, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 4L, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA), SDQI_6 = c(6L, 6L, 3L, 7L, 8L, 4L,
## 5L, NA, 7L, 7L, 6L, 5L, 5L, 5L, 5L, 6L, 3L, 6L, 5L, 5L, 5L,
## 8L, 7L, 6L, 4L, 5L, 8L, 6L, NA, NA, 8L, 8L, 7L, 5L, NA, 7L,
## 7L, 7L, 3L, 5L, 5L, 5L, 5L, 6L, 3L, 5L, 7L, 8L, 8L, 5L, 5L,
## 7L, 8L, 5L, 5L, 7L, 7L, 5L, 7L, 6L, 5L, 5L, 7L, 5L, 7L, 4L,
## 6L, 8L, 7L, 6L, 5L, 8L, 5L, 4L, 6L, 5L, 8L, 5L, 4L, 4L, 7L,
## 5L, NA, 2L, 4L, 7L, 6L, 5L, 8L, 7L, 7L, 4L, 7L, 7L, 2L, 8L,
## 7L, 5L, 8L, 4L, 6L, 5L, 2L, 6L, 7L, 6L, 6L, 5L, 3L, 6L, 7L,
## 6L, 5L, 4L, 6L, 1L, 4L, 7L, 5L, 7L, 5L, 4L, 6L, 8L, 5L, NA,
## 1L, 1L, 7L, 6L, 6L, 7L, 4L, 5L, 7L, 4L, 7L, 5L, 6L, 7L, 8L,
## 8L, 4L, 5L, NA, 7L, 7L, 5L, 5L, NA, NA, NA, 8L, 6L, 6L, NA,
## NA, 5L, 7L, 5L, 8L, 6L, 6L, 6L, 7L, 4L, 7L, 7L, 8L, 7L, NA,
## 1L, NA, 7L, NA, 7L, 6L, 7L, 5L, 5L, 5L, 4L, 7L, 7L, 4L, 5L,
## 5L, 5L, 8L, 7L, 5L, 7L, 8L, 4L, 4L, 4L, 7L, 3L, 7L, 3L, 3L,
## 4L, 7L, 7L, 4L, NA, NA, NA, NA, 7L, 7L, NA, NA, NA, NA, 6L,
## NA, NA, 6L, 7L, NA, NA, NA, 5L, 8L, 8L, 5L, 8L, 7L, 7L, 6L,
## 7L, 7L, 7L, 8L, 8L, 2L, NA, NA, NA, 6L, 8L, 3L, NA, 1L, 5L,
## 6L, 6L, 6L, 8L, NA, 3L, 5L, 5L, 8L, NA, NA, 4L, 7L, 6L, 3L,
## 6L, 8L, 5L, 3L, 6L, 6L, 4L, 5L, 7L, 7L, 5L, 8L, 5L, 8L, 8L,
## 8L, 5L, 5L, NA, 8L, 4L, 4L, 8L, 5L, 1L, 7L, 8L, 8L, 7L, 5L,
## 6L, 8L, 6L, 6L, 6L, 7L, NA, 7L, 4L, 5L, 3L, 5L, 5L, 3L, 5L,
## 8L, 8L, 5L, 5L, NA, NA, 7L, 5L, 5L, 8L, 6L, 7L, 6L, 6L, 5L,
## 7L, 5L, 6L, 6L, 4L, 8L, 7L, 6L, 2L, 3L, 5L, 6L, 7L, 4L, 5L,
## 4L, 6L, 7L, 7L, 5L, 4L, 8L, 5L, 6L, 4L, 6L, NA, 6L, 7L, 5L,
## 7L, 7L, NA, 6L, 4L, 8L, 8L, 6L, 8L, 5L, NA, 6L, 8L, 5L, 7L,
## 6L, NA, 4L, 8L, NA, 5L, 7L, 8L, NA, 7L, 8L, 5L, 7L, 7L, 6L,
## 8L, 8L, 2L, 7L, 5L, 7L, 5L, 8L, 7L, 6L, 8L, 8L, 8L, 5L, 7L,
## 7L, 5L, NA, 8L, 5L, 6L, NA, 8L, 5L, 8L, 7L, 8L, 5L, 5L, 7L,
## 5L, 4L, 5L, 7L, 4L, 7L, 7L, 2L, NA, 7L, 7L, 8L, 7L, 5L, 6L,
## 6L, 7L, 5L, 8L, 8L, NA, 5L, 5L, 7L, 4L, 7L, 6L, NA, NA, 7L,
## 8L, 7L, 5L, 8L, 7L, 8L, 3L, 4L, 6L, 6L, 4L, 5L, 3L, NA, 6L,
## 7L, 6L, 6L, 5L, 6L, 7L, 7L, 7L, 7L, 7L, 8L, 7L, 8L, 4L, 5L,
## 7L, 8L, 7L, 6L, 7L, 8L, 5L, 7L, 7L, 6L, 7L, 8L, 6L, 8L, 4L,
## 5L, NA, NA, 4L, 7L, NA, NA, 7L, 8L, NA, 7L, 7L, 8L, 7L, 7L,
## 7L, 6L, 8L, 7L, 8L, 4L, 8L, 5L, 8L, 8L, 8L, 6L, 7L, 6L, 1L,
## 4L, 6L, 8L, 8L, 7L, 7L, 8L, 8L, 8L, 8L, 7L, 6L, 5L, 6L, 7L,
## 6L, 6L, 4L, 8L, 5L, 3L, 5L, 4L, 5L, 5L, 6L, 7L, 5L, 6L, 5L,
## 7L, 4L, 7L, 8L, 8L, 5L, 6L, 6L, 7L, 8L, 7L, 8L, 8L, 8L, 7L,
## 8L, 7L, 4L, 6L, 8L, 6L, 5L, 3L, 7L, 6L, 3L, NA, 5L, 4L, 7L,
## 6L, 5L, 7L, 7L, 1L, 8L, 8L, 8L, NA, 8L, NA, NA, 7L, 5L, NA,
## 6L, 5L, 7L, 4L, 8L, 8L, NA, 2L, 4L, 8L, 7L, 8L, 6L, 7L, NA,
## 5L, 7L, 5L, 8L, 7L, 5L, 5L, 7L, 8L, 6L, 6L, 7L, 6L, 7L, 8L,
## 6L, 2L, 7L, 8L, 3L, 8L, 8L, 5L, 5L, 5L, 5L, 4L, 8L, 8L, 5L,
## 1L, 8L, 8L, 5L, 8L, 6L, 5L, 8L, 7L, 8L, 7L, 5L, 5L, 7L, 7L,
## 7L, 8L, 8L, 7L, 7L, 6L, 7L, 4L, 7L, 8L, 5L, 7L, 8L, 4L, 5L,
## NA, NA, NA, 8L, NA, NA, NA, NA, 8L, NA, NA, 8L, 6L, NA, NA,
## 7L, NA, 4L, NA, 8L, NA, NA, NA, NA, NA, 8L, 8L, NA, NA, NA,
## NA, 7L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, 6L, 5L,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, 8L, NA, 4L, NA,
## NA, NA, NA, NA, NA, 6L, NA, NA, 5L, 8L, NA, NA, 4L, 7L, 5L,
## 7L, NA, 7L, 5L, 4L, 7L, 8L, 8L, 5L, 3L, 6L, 5L, 8L, 8L, 7L,
## 8L, 8L, 6L, 7L, 8L, 8L, 8L, 1L, 5L, 8L, 1L, 7L, 7L, 5L, 3L,
## 7L, 6L, 7L, 6L, 8L, 7L, 8L, 6L, 7L, 7L, 5L, 3L, 7L, 5L, 8L,
## 1L, 5L, 8L, NA, 7L, 8L, 7L, 5L, 8L, 7L, 8L, 8L, 5L, 1L, 6L,
## 5L, 8L, 7L, 6L, 4L, NA, 5L, 5L, 8L, 4L, 5L, 7L, 8L, NA, 5L,
## 4L, 3L, 5L, 1L, 8L, 7L, 3L, 4L, 6L, 6L, 6L, 7L, 5L, 7L, 7L,
## 8L, 5L, 7L, 5L, 8L, 7L, 4L, 8L, 7L, 7L, 7L, 7L, 4L, 8L, 7L,
## 7L, 6L, 7L, 5L, NA, 6L, 8L, 6L, 4L, 7L, 8L, 6L, 8L, 7L, 8L,
## 7L, 6L, 7L, 8L, 7L, 7L, 5L, 7L, 5L, 7L, 8L, 8L, 8L, 2L, 7L,
## 7L, 7L, NA, 7L, 8L, 4L, 5L, NA, 7L, 8L, 7L, NA, 5L, 7L, 6L,
## 6L, 3L, 5L, 8L, 7L, 7L, 5L, 7L, 5L, 6L, 7L, 5L, 7L, 6L, 7L,
## 5L, 8L, 6L, NA, NA, NA, NA, 5L, 5L, 8L, 6L, 4L, 6L, 7L, 5L,
## 8L, 6L, 5L, 7L, 8L, 4L, 8L, 7L, 4L, 7L, 6L, 7L, 5L, 7L, 7L,
## NA, NA, 5L, 7L, 3L, 4L, 8L, 7L, 8L, 7L, 5L, 8L, 5L, 4L, 5L,
## 8L, 4L, 8L, 6L, 7L, NA, 8L, 8L, 7L, 6L, 8L, 7L, 7L, 5L, 8L,
## 4L, 3L, 6L, 7L, 6L, 8L, 7L, 3L, 5L, 1L, 6L, 6L, 7L, 6L, 8L,
## 6L, 8L, 6L, 7L, 6L, 5L, 8L, 8L, 8L, 6L, 8L, 6L, 5L, 4L, 8L,
## 2L, 8L, 6L, 3L, 6L, 5L, 4L, 5L, 7L, 7L, 8L, 8L, 6L, 7L, 7L,
## 7L, 5L, 5L, 8L, 8L, 7L, 4L, 5L, 5L, 4L, 6L, 7L, 5L, 6L, 6L,
## 8L, 7L, 7L, 5L, NA, NA, NA, NA, NA, 8L, NA, NA, NA, NA, 1L,
## NA, NA, NA, NA, NA, 1L, NA, NA, 1L, NA, NA, NA, NA, NA, NA,
## 1L, 1L, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 1L, 7L, 5L, 3L, 7L, 7L, 6L, 6L, 7L, 8L,
## 7L, 8L, 6L, 7L, 7L, 5L, 8L, 1L, 3L, 7L, 5L, 8L, 8L, 5L, 8L,
## 7L, 7L, 7L, 8L, 8L, 1L, 5L, 5L, 8L, 6L, 7L, 5L, 6L, 5L, 5L,
## 8L, 4L, 5L, 7L, 8L, 4L, 8L, 7L, 7L, 7L, 8L, NA, 5L, 7L, 6L,
## 7L, 7L, 6L, 8L, 6L, 5L, 7L, 7L, 6L, 6L, 6L, 2L, 3L, 5L, 5L,
## 3L, 7L, 5L, 6L, 7L, 5L, 4L, 7L, 7L, 6L, 8L, 6L, 7L, 5L, 6L,
## 8L, 7L, 2L, 1L, 7L, 7L, 6L, 6L, 7L, 6L, 7L, 5L, 7L, 7L, 7L,
## 3L, 8L, 6L, 5L, 7L, 7L, NA, 5L, 7L, 6L, 7L, 6L, 3L, 8L, 7L,
## 5L, 5L, 6L, 6L, 1L, 8L, 6L, 4L, 7L, 6L, 8L, 6L, 7L, 5L, 5L,
## 4L, 4L, 6L, 6L, 7L, 7L, 7L, 6L, 6L, 7L, 5L, 3L, 6L, 7L, 7L,
## 8L, 7L, 3L, 6L, 7L, 6L, 7L, 4L, 6L, 8L, 8L, 6L, 7L, 4L, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 7L, NA, NA, NA, 6L,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 5L, NA, NA, NA,
## NA, NA, NA, NA, NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA), SDQI_7 = c(7L, 7L, 4L, 7L, 8L,
## 4L, 5L, 2L, 7L, 7L, 6L, 5L, 4L, 6L, 5L, 6L, 8L, 7L, 5L, 5L,
## 6L, 8L, 7L, 6L, 6L, 5L, 8L, 6L, 7L, NA, 3L, 8L, 7L, 7L, 8L,
## 6L, 7L, 6L, 6L, 8L, 5L, 7L, 7L, 6L, 8L, 4L, 7L, 7L, 7L, 5L,
## 5L, 7L, 6L, 5L, 7L, 3L, 7L, 4L, 5L, 4L, 4L, 5L, 7L, 4L, 8L,
## 3L, 7L, 8L, 6L, 6L, 5L, 7L, 7L, 5L, 7L, 5L, 8L, 6L, 3L, 4L,
## 6L, 5L, 5L, 6L, 7L, 7L, 6L, 7L, 7L, 8L, 8L, 5L, 7L, 5L, 5L,
## 8L, 5L, 4L, 8L, 5L, 5L, 4L, 7L, 7L, 7L, 5L, 8L, 6L, 6L, 5L,
## 7L, 7L, 6L, 4L, 5L, 1L, 8L, 6L, 1L, 8L, 5L, 7L, 7L, 8L, 5L,
## NA, 1L, 1L, 7L, 8L, 5L, 7L, 6L, 4L, 7L, 6L, 8L, 7L, 7L, 7L,
## 7L, 8L, 4L, 6L, NA, 8L, 7L, 5L, 6L, NA, NA, NA, 8L, 7L, 6L,
## NA, NA, 5L, 8L, 7L, 8L, 7L, 7L, 8L, 8L, 8L, 7L, 8L, 7L, 7L,
## NA, 7L, NA, 8L, 7L, 8L, 6L, 6L, 6L, 5L, 7L, 6L, 8L, 8L, 6L,
## 5L, 5L, 6L, 5L, 7L, 7L, NA, 8L, 4L, 3L, 5L, 8L, 8L, 7L, 8L,
## 5L, 7L, 7L, 7L, 5L, NA, NA, NA, NA, 8L, 5L, NA, NA, NA, NA,
## 5L, NA, NA, 6L, 7L, NA, NA, NA, 5L, 7L, 8L, 5L, 6L, 7L, 7L,
## 8L, 8L, 7L, 7L, 8L, 8L, 5L, NA, NA, NA, 8L, 8L, 7L, NA, 2L,
## 5L, 7L, 7L, 6L, 8L, NA, 7L, 4L, 6L, 5L, NA, NA, 4L, 7L, 6L,
## 7L, 7L, 7L, 7L, 7L, 6L, 8L, 8L, 5L, 7L, 8L, 7L, 8L, 7L, 8L,
## 8L, 8L, 7L, 8L, NA, 8L, 3L, 7L, 7L, 6L, 8L, 7L, 7L, 8L, 7L,
## 8L, 4L, 8L, 5L, 5L, 2L, 6L, NA, 5L, 5L, 6L, 3L, 5L, 7L, 8L,
## 4L, 8L, 8L, 6L, 6L, NA, NA, 8L, 8L, 6L, 8L, 5L, 6L, 5L, 7L,
## 7L, 7L, 8L, 7L, 4L, 5L, 8L, 7L, 7L, 2L, 5L, 6L, 6L, 8L, 4L,
## 7L, 6L, 6L, 7L, 6L, 7L, 7L, 6L, 5L, 6L, 6L, 6L, NA, 7L, 7L,
## 5L, 8L, 7L, NA, 6L, 2L, 6L, 8L, 2L, 8L, 6L, NA, 7L, 8L, 7L,
## 7L, 7L, NA, 6L, 8L, NA, 5L, 8L, 6L, NA, 7L, 8L, 5L, 7L, 3L,
## 6L, 8L, 8L, 7L, 6L, 5L, 8L, 5L, 5L, 7L, 6L, 5L, 8L, 8L, 5L,
## 7L, 6L, 8L, NA, 8L, 5L, 7L, NA, 7L, 5L, 8L, 6L, 8L, 5L, 5L,
## 7L, 5L, 6L, 7L, 6L, 5L, 7L, 7L, 5L, NA, 8L, 7L, 8L, 7L, 6L,
## 7L, 6L, 7L, 6L, 8L, 8L, NA, 8L, 6L, 8L, 5L, 7L, 7L, NA, NA,
## 7L, 8L, 7L, 4L, 8L, 7L, 5L, 5L, 6L, 8L, 7L, 5L, 7L, 7L, NA,
## 6L, 7L, 6L, 6L, 6L, 6L, 7L, 8L, 8L, 6L, 8L, 7L, 7L, 8L, 6L,
## 4L, 7L, 8L, 6L, 8L, 7L, 5L, 8L, 7L, 7L, 7L, 8L, 8L, 8L, 8L,
## 6L, 5L, NA, NA, 6L, 6L, NA, NA, 7L, 8L, NA, 7L, 7L, 8L, 5L,
## 5L, 7L, 8L, 8L, 7L, 8L, 3L, 8L, 5L, 8L, 6L, 6L, 6L, 5L, 6L,
## 7L, 8L, 4L, 8L, 8L, 8L, 6L, 8L, 7L, 5L, 7L, 7L, 5L, 6L, 5L,
## 7L, 5L, 7L, 7L, 8L, 8L, 4L, 6L, 5L, 7L, 4L, 7L, 6L, 5L, 8L,
## 5L, 7L, 3L, 8L, 6L, 5L, 6L, 6L, 6L, 2L, 8L, 7L, 8L, 1L, 8L,
## 7L, 6L, 6L, 5L, 8L, 8L, 5L, 7L, 8L, 7L, 8L, 3L, NA, 3L, 6L,
## 8L, 5L, 7L, 7L, 7L, 1L, 8L, 5L, 6L, NA, 8L, NA, NA, 6L, 5L,
## NA, 6L, 5L, 7L, 6L, 8L, 7L, NA, 5L, 5L, 7L, 8L, 7L, 6L, 7L,
## NA, 6L, 6L, 7L, 8L, 6L, 6L, 6L, 7L, 8L, 6L, 6L, 5L, 7L, 7L,
## 5L, 6L, 3L, 7L, 7L, 3L, 7L, 6L, 8L, 7L, 5L, 5L, 6L, 8L, 8L,
## 5L, 8L, 8L, 8L, 7L, 6L, 6L, 3L, 8L, 7L, 6L, 4L, 5L, 6L, 8L,
## 7L, 5L, 8L, 8L, 7L, 8L, 7L, 6L, 8L, 8L, 7L, 6L, 7L, 7L, 8L,
## 5L, NA, NA, NA, 8L, NA, NA, NA, NA, 5L, NA, NA, 8L, 5L, NA,
## NA, 7L, NA, 7L, NA, 8L, NA, NA, NA, NA, NA, 8L, 8L, NA, NA,
## NA, NA, 7L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, 8L, NA, 6L,
## 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, 7L, NA, 7L,
## NA, NA, NA, NA, NA, NA, 8L, NA, NA, 4L, 7L, NA, NA, 4L, 8L,
## 8L, 6L, NA, 8L, 5L, 4L, 7L, 6L, 8L, 5L, 6L, 5L, 5L, 8L, 7L,
## 6L, 8L, 7L, 8L, 6L, 6L, 8L, 8L, 7L, 5L, 8L, 8L, 7L, 7L, 7L,
## 4L, 7L, 6L, 8L, 2L, 8L, 2L, 7L, 8L, 7L, 7L, 5L, 7L, 2L, 6L,
## 8L, 7L, 7L, 8L, NA, 7L, 8L, 6L, 7L, 8L, 7L, 7L, 6L, 7L, 8L,
## 7L, 7L, 6L, 7L, 7L, 8L, NA, 7L, 7L, 8L, 5L, 6L, 7L, 7L, NA,
## 5L, 4L, 3L, 4L, 5L, 8L, 8L, 3L, 6L, 5L, 6L, 6L, 8L, 3L, 7L,
## 8L, 8L, 6L, 7L, 8L, 8L, 7L, 4L, 8L, 7L, 7L, 6L, 8L, 8L, 8L,
## 7L, 8L, 6L, 7L, 8L, NA, 6L, 8L, 5L, 4L, 7L, 5L, 4L, 8L, 8L,
## 8L, 7L, 7L, 7L, 8L, 6L, 8L, 6L, 8L, 7L, 7L, 8L, 8L, 8L, 8L,
## 7L, 7L, 7L, NA, 6L, 6L, 6L, 6L, NA, 7L, 7L, 7L, NA, 8L, 7L,
## 6L, 6L, 5L, 7L, 8L, 6L, 7L, 5L, 7L, 4L, 7L, 7L, 5L, 7L, 6L,
## 7L, 6L, 8L, 6L, NA, NA, NA, NA, 5L, 5L, 8L, 8L, 6L, 7L, 7L,
## 5L, 8L, 4L, 4L, 7L, 8L, 7L, 6L, 7L, 4L, 7L, 8L, 7L, 6L, 7L,
## 8L, NA, NA, 5L, 7L, 3L, 7L, 7L, 7L, 6L, 4L, 5L, 8L, 7L, 6L,
## 6L, 7L, 4L, 7L, 6L, 8L, NA, 7L, 8L, 6L, 8L, 8L, 5L, 6L, 6L,
## 7L, 4L, 6L, 5L, 8L, 7L, 8L, 7L, 7L, 6L, 5L, 7L, 7L, 7L, 7L,
## 8L, 7L, 6L, 8L, 7L, 7L, 8L, 8L, 8L, 6L, NA, 8L, 8L, 8L, 4L,
## 6L, 8L, 5L, 7L, 8L, 6L, 5L, 5L, 7L, 8L, 7L, 8L, 7L, 7L, 7L,
## 5L, 5L, 5L, 5L, 8L, 3L, 7L, 4L, 7L, 6L, 5L, 8L, 6L, 6L, 7L,
## 8L, 5L, 7L, 8L, 8L, NA, NA, NA, NA, NA, 7L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, 1L, 1L, 1L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, 8L, 7L, 7L, 4L, 7L, 7L, 6L, 2L, 2L,
## 7L, 8L, 8L, 8L, 7L, 7L, 6L, 8L, 7L, 7L, 2L, 7L, 8L, 8L, 7L,
## 8L, 7L, 7L, 6L, 7L, 6L, 8L, 7L, 7L, 6L, 7L, 7L, 5L, 7L, 7L,
## 6L, 8L, 8L, 7L, 7L, 7L, 5L, 6L, 7L, 7L, 5L, 6L, 7L, 6L, 7L,
## 5L, 6L, 7L, 5L, 7L, 2L, 5L, 8L, 7L, 6L, 7L, 7L, 6L, 7L, 7L,
## 6L, 4L, 8L, 7L, 6L, 8L, 7L, 7L, 8L, 7L, 7L, 7L, 7L, 7L, 6L,
## 6L, 8L, 5L, 7L, 5L, 6L, 7L, 6L, 7L, 7L, 8L, 8L, 7L, 7L, 7L,
## 6L, 7L, 7L, 5L, 5L, 5L, 5L, 4L, 8L, 7L, 7L, 5L, 6L, 6L, 8L,
## 7L, 1L, 6L, 6L, 4L, 7L, 7L, 7L, 5L, 5L, 5L, 8L, 7L, 8L, 5L,
## 6L, 6L, 4L, 5L, 7L, 7L, 7L, 7L, 6L, 2L, 7L, 5L, 6L, 8L, 7L,
## 5L, 7L, 6L, 6L, 6L, 7L, 6L, 8L, 6L, 6L, 8L, 8L, 7L, 7L, 6L,
## 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 7L, NA, NA, NA,
## 8L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA), SDQI_8 = c(8L, 8L, 4L, 7L,
## 8L, 4L, 5L, 7L, 7L, 7L, 7L, 5L, 5L, 5L, 6L, 4L, 8L, 5L, 5L,
## 5L, 6L, 8L, 7L, 6L, 6L, 5L, 8L, 5L, 6L, NA, 4L, 8L, 7L, 6L,
## 8L, 7L, 8L, 8L, 6L, 8L, 5L, 7L, 6L, 6L, 8L, 5L, 7L, 7L, 7L,
## 4L, 5L, 6L, 5L, 7L, 7L, 6L, 7L, 5L, 7L, 6L, 4L, 5L, 7L, 5L,
## 8L, 3L, 8L, 8L, 7L, 7L, 4L, 7L, 7L, 4L, 6L, 5L, 8L, 4L, 4L,
## 4L, NA, 5L, 8L, 6L, 6L, 8L, 6L, 5L, 7L, 8L, 8L, 6L, 7L, 7L,
## 5L, 8L, 6L, NA, 8L, 4L, 6L, 5L, 3L, 7L, 7L, 4L, 8L, 8L, 6L,
## 4L, 7L, 7L, 6L, 4L, 7L, 1L, 8L, 8L, 2L, 8L, 7L, 5L, 8L, 8L,
## 5L, NA, 1L, 1L, 7L, 7L, 6L, 7L, 6L, 6L, 7L, 6L, 8L, 7L, 7L,
## 7L, 7L, 8L, 5L, 7L, NA, 8L, 8L, 4L, 6L, NA, NA, NA, 8L, 7L,
## 6L, NA, NA, 6L, 7L, 7L, 8L, 7L, 7L, 6L, 6L, 5L, 7L, 8L, 8L,
## 7L, NA, 6L, NA, 7L, 6L, 7L, 6L, 8L, 7L, 5L, 7L, 2L, 7L, 8L,
## 4L, 5L, 5L, 5L, 4L, 7L, 6L, 7L, 7L, 4L, 4L, 4L, 8L, 8L, 7L,
## 6L, 4L, 6L, 7L, 6L, 5L, NA, NA, NA, NA, 7L, 6L, NA, NA, NA,
## NA, 6L, NA, NA, 4L, 7L, NA, NA, NA, 5L, 7L, 8L, 5L, 6L, 7L,
## 7L, 8L, 8L, 7L, 8L, 8L, 8L, 7L, NA, NA, NA, 7L, 8L, 6L, NA,
## 4L, 7L, 7L, 7L, 6L, 8L, NA, 7L, 5L, 6L, 4L, NA, NA, 3L, 7L,
## 6L, 5L, 7L, 8L, 2L, 6L, 5L, 6L, 6L, 5L, 7L, 5L, 5L, 8L, 6L,
## 5L, 8L, 8L, 7L, 7L, NA, 8L, 4L, 7L, 7L, 5L, 8L, 5L, 8L, 8L,
## 6L, 5L, 7L, 7L, 5L, 6L, 5L, 5L, NA, 5L, 4L, 5L, 3L, 5L, 5L,
## 5L, 3L, 7L, 8L, 5L, 5L, NA, NA, 7L, 3L, 6L, 8L, 6L, 5L, 4L,
## 7L, 7L, 7L, 6L, 5L, 6L, 5L, 8L, 6L, 7L, 2L, 8L, 6L, 5L, 7L,
## 4L, 7L, 4L, 6L, 7L, 7L, 7L, 4L, 8L, 5L, 4L, 4L, 3L, NA, 8L,
## 7L, 5L, 8L, 7L, NA, 6L, 3L, 7L, 8L, 1L, 8L, 5L, NA, 7L, 8L,
## 8L, 7L, 7L, NA, 4L, 8L, NA, 5L, 7L, 7L, NA, 7L, 7L, 5L, 5L,
## 8L, 6L, 8L, 8L, 7L, 7L, 5L, 8L, 6L, 7L, 8L, 6L, 3L, 8L, 8L,
## 5L, 7L, 7L, 5L, NA, 7L, 5L, 7L, NA, 7L, 4L, 8L, 6L, 8L, 5L,
## 5L, 7L, 5L, 4L, 8L, 8L, 7L, 7L, 6L, 5L, NA, 3L, 7L, 8L, 8L,
## 5L, 6L, 5L, 8L, 7L, 8L, 7L, NA, 3L, 4L, 8L, 6L, 7L, 7L, NA,
## NA, 7L, 8L, 7L, 5L, 8L, 8L, 8L, 3L, 6L, 5L, 8L, 5L, 7L, 7L,
## NA, 7L, 7L, 6L, 6L, 6L, 5L, 7L, 7L, 7L, 6L, 8L, 8L, 6L, 5L,
## 5L, 7L, 7L, 8L, 8L, 8L, 8L, 6L, 8L, 6L, 6L, 6L, 7L, 8L, 7L,
## 8L, 4L, 5L, NA, NA, 3L, 5L, NA, NA, 6L, 8L, NA, 7L, 7L, 8L,
## 5L, 5L, 8L, 7L, 8L, 8L, 8L, 3L, 7L, 7L, 8L, 8L, 6L, 6L, 7L,
## 7L, 7L, 8L, 5L, 7L, 8L, 8L, 7L, 8L, 8L, 8L, 7L, 6L, 5L, 7L,
## 5L, 6L, 5L, 6L, 7L, 8L, 6L, 5L, 4L, 5L, 5L, 6L, 6L, 7L, 7L,
## 7L, 5L, 7L, 8L, 6L, 8L, 6L, 5L, 6L, 5L, 8L, 8L, 7L, 8L, 4L,
## 8L, 6L, 7L, 4L, 4L, 8L, 8L, 5L, 5L, 1L, 7L, 8L, 3L, NA, 4L,
## 5L, 4L, 7L, 7L, 5L, 7L, 7L, 8L, 5L, 8L, NA, 8L, NA, NA, 6L,
## 5L, NA, 7L, 5L, 7L, 7L, 8L, 8L, NA, 6L, 4L, 6L, 8L, 7L, 8L,
## 7L, NA, 6L, 5L, 7L, 8L, 6L, 5L, 6L, 6L, 8L, 6L, 8L, 6L, 7L,
## 7L, 5L, 6L, 5L, 7L, 7L, 3L, 7L, 8L, 6L, 5L, 8L, 7L, 6L, 8L,
## 8L, 5L, 8L, 7L, 7L, 5L, 8L, 5L, 5L, 8L, 8L, 6L, 6L, 6L, 6L,
## 6L, 7L, 7L, 8L, 8L, 7L, 8L, 7L, 6L, 5L, 7L, 7L, 5L, 7L, 8L,
## 7L, 5L, NA, NA, NA, 8L, NA, NA, NA, NA, 7L, NA, NA, 8L, 6L,
## NA, NA, 7L, NA, 6L, NA, 8L, NA, NA, NA, NA, NA, 8L, 8L, NA,
## NA, NA, NA, 7L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA,
## 7L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, 8L, NA,
## 6L, NA, NA, NA, NA, NA, NA, 7L, NA, NA, 6L, 8L, NA, NA, 4L,
## 8L, 5L, 5L, NA, 8L, 5L, 4L, 7L, 4L, 8L, 5L, 6L, 5L, 5L, 8L,
## 7L, 6L, 8L, 7L, 4L, 6L, 8L, 8L, 8L, 8L, 4L, 8L, 7L, 7L, 7L,
## 7L, 4L, 7L, 6L, 8L, 6L, 8L, 5L, 8L, 6L, 7L, 7L, 6L, 4L, 4L,
## 6L, 7L, 7L, 7L, 8L, NA, 7L, 8L, 6L, 6L, 8L, 7L, 6L, 8L, 7L,
## 4L, 7L, 5L, 6L, 7L, 7L, 6L, NA, 7L, 7L, 8L, 5L, 5L, 7L, 6L,
## NA, 3L, 4L, 3L, 5L, 8L, 8L, 7L, 2L, 5L, 6L, 6L, 6L, 8L, 4L,
## 7L, 8L, 8L, 5L, 7L, 7L, 8L, 7L, 4L, 7L, 4L, 7L, 7L, 7L, 8L,
## 8L, 7L, 8L, 6L, 3L, 7L, NA, 6L, 6L, 8L, 4L, 7L, 7L, 8L, NA,
## 8L, 8L, 7L, 7L, 7L, 8L, 7L, 7L, 6L, 8L, 8L, 7L, 8L, 7L, 8L,
## 8L, 7L, 7L, 7L, NA, 7L, 8L, 6L, 6L, NA, 7L, 8L, 6L, NA, 7L,
## 7L, 6L, 4L, 5L, 7L, 8L, 6L, 7L, 5L, 8L, 4L, 7L, 7L, 5L, 7L,
## 6L, 7L, 7L, 8L, 6L, NA, NA, NA, NA, 5L, 4L, 8L, 8L, 5L, 7L,
## 7L, 5L, 8L, 8L, 5L, 6L, 8L, 5L, 6L, 7L, 5L, 7L, 7L, 7L, 5L,
## 7L, 7L, NA, NA, 5L, 7L, 3L, 7L, 8L, 7L, 7L, 7L, 6L, 8L, 5L,
## 7L, 7L, 7L, 5L, 8L, 6L, 7L, NA, 7L, 8L, 7L, 6L, 8L, 7L, 7L,
## 6L, 7L, 4L, 4L, 7L, 8L, 6L, 7L, 7L, 7L, 7L, 2L, 5L, 7L, 6L,
## 5L, 7L, 6L, 5L, 6L, 7L, 6L, 5L, 8L, 7L, 6L, 6L, 8L, 7L, 7L,
## 4L, 7L, 8L, 5L, 5L, 8L, 6L, 5L, 5L, 8L, 7L, 7L, 7L, 8L, 7L,
## 7L, 7L, 7L, 5L, 5L, 7L, 7L, 7L, 4L, 6L, 6L, 3L, 6L, 7L, 6L,
## 7L, 8L, 8L, 8L, 8L, 7L, NA, NA, NA, NA, NA, 7L, NA, NA, NA,
## NA, 1L, NA, NA, 1L, NA, NA, 1L, NA, NA, 1L, NA, NA, NA, NA,
## NA, NA, 1L, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 1L, NA,
## NA, 1L, NA, NA, NA, NA, NA, 7L, 7L, 7L, 4L, 7L, 7L, 6L, 6L,
## 5L, 8L, 8L, 8L, 6L, 7L, 7L, 6L, 7L, 7L, 4L, 4L, 7L, 8L, 8L,
## 6L, 8L, 7L, 7L, 6L, 6L, 8L, 4L, 5L, 7L, 6L, 7L, 7L, 6L, 7L,
## 7L, 5L, 8L, 6L, 7L, 7L, 6L, 5L, 2L, 5L, 7L, 6L, 7L, 6L, 7L,
## 7L, 5L, 7L, 8L, 7L, 6L, 5L, 5L, 8L, 8L, 5L, 6L, 7L, 6L, 7L,
## 8L, 6L, 6L, 5L, 7L, 7L, 7L, 5L, 6L, 8L, 7L, 6L, 6L, 6L, 7L,
## 6L, 6L, 8L, 5L, 7L, 6L, 6L, 7L, 5L, 8L, 6L, 6L, 7L, 7L, 7L,
## 7L, 7L, 5L, 8L, 5L, 5L, 6L, 6L, 6L, 6L, 7L, 7L, 5L, 3L, 6L,
## 8L, 6L, 4L, 6L, 5L, 8L, 6L, 7L, 7L, 6L, 7L, 5L, 8L, 7L, 8L,
## 5L, 6L, 6L, 4L, 5L, 7L, 6L, 6L, 7L, 6L, 7L, 7L, 5L, 7L, 7L,
## 7L, 5L, 6L, 7L, 7L, 6L, 6L, 6L, 7L, 7L, 7L, 8L, 8L, 7L, 7L,
## 6L, 8L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 7L, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, 5L, NA,
## NA, NA, NA, NA, NA, NA, NA, 6L, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA), SDQI_9 = c(7L, 7L, 3L,
## 7L, 8L, 4L, 6L, 5L, 7L, 7L, 7L, 5L, 5L, 5L, 6L, 6L, 8L, 5L,
## 4L, 5L, 7L, 8L, 7L, 6L, 7L, 5L, 8L, 6L, 5L, NA, 4L, 8L, 7L,
## 7L, 8L, 7L, 8L, 7L, 5L, 7L, 5L, 6L, 7L, 6L, 8L, 4L, 7L, 8L,
## 7L, 5L, 5L, 7L, 6L, 6L, 7L, 7L, 7L, 5L, 6L, 6L, 5L, 4L, 7L,
## 4L, 8L, 3L, 7L, 8L, 5L, 7L, 3L, 7L, 5L, 5L, 6L, 5L, 8L, 5L,
## 3L, 4L, 7L, 5L, 8L, 8L, 6L, 7L, 6L, 5L, 7L, 8L, 7L, 5L, 7L,
## 7L, 4L, 8L, 8L, 4L, 8L, 5L, 6L, 5L, 4L, 7L, 1L, 6L, 8L, 7L,
## 4L, 6L, 7L, 6L, 5L, 4L, 7L, 1L, 5L, 7L, 5L, 8L, 6L, 5L, 8L,
## 8L, 5L, NA, 1L, 1L, 7L, 7L, 6L, 7L, 6L, 4L, 7L, 6L, 8L, 6L,
## 7L, 7L, 8L, 8L, 3L, 6L, NA, 6L, 7L, 4L, 5L, NA, NA, NA, 8L,
## 7L, 6L, NA, NA, 7L, 7L, 7L, 8L, 5L, 8L, 6L, 7L, 5L, 4L, 8L,
## 7L, 7L, NA, 5L, NA, 7L, 5L, 7L, 6L, 7L, 8L, 5L, 7L, 2L, 8L,
## 8L, 3L, 5L, 4L, 5L, 1L, 7L, 6L, 7L, 7L, 4L, 4L, 5L, 6L, 8L,
## 7L, 4L, 5L, 6L, 7L, 6L, 4L, NA, NA, NA, NA, 7L, 7L, NA, NA,
## NA, NA, 6L, NA, NA, 5L, 7L, NA, NA, NA, 5L, 7L, 8L, 5L, 7L,
## 6L, 7L, 7L, 8L, 7L, 8L, 8L, 8L, 8L, NA, NA, NA, 6L, 8L, 6L,
## NA, 2L, 7L, 5L, 6L, 7L, 8L, NA, 4L, 5L, 5L, 5L, NA, NA, 4L,
## 7L, 6L, 7L, 6L, 7L, 7L, 8L, 7L, 7L, 5L, 5L, 7L, 6L, 4L, 8L,
## 5L, 7L, 8L, 8L, 5L, 6L, NA, 7L, 6L, 5L, 7L, 2L, 8L, 7L, 8L,
## 8L, 6L, 5L, 5L, 8L, 5L, 4L, 6L, 7L, NA, 7L, 5L, 6L, 3L, 5L,
## 6L, 5L, 2L, 8L, 8L, 5L, 6L, NA, NA, 5L, 2L, 7L, 8L, 6L, 7L,
## 5L, 8L, 5L, 7L, 6L, 7L, 4L, 5L, 7L, 7L, 6L, 3L, 7L, 5L, 5L,
## 6L, 4L, 5L, 4L, 6L, 7L, 6L, 7L, 5L, 8L, 5L, 3L, 5L, 5L, NA,
## 7L, 7L, 5L, 1L, 7L, NA, 6L, 6L, 8L, 8L, 4L, 8L, 5L, NA, 7L,
## 8L, 6L, 7L, 7L, NA, 5L, 8L, NA, 5L, 7L, 8L, NA, 7L, 8L, 5L,
## 7L, 5L, 3L, 8L, 8L, 3L, 6L, 3L, 6L, 5L, 7L, 8L, 3L, 5L, 8L,
## 8L, 5L, 7L, 7L, 4L, NA, 8L, 5L, 6L, NA, 8L, 5L, 8L, 7L, 8L,
## 5L, 6L, 7L, 5L, 3L, 8L, 7L, 4L, 7L, 7L, 3L, NA, 3L, 6L, 7L,
## 4L, 6L, 5L, 4L, 7L, 6L, 8L, 8L, NA, 6L, 4L, 6L, 7L, 7L, 7L,
## NA, NA, 7L, 8L, 7L, 6L, 8L, 8L, 8L, 4L, 5L, 7L, 6L, 5L, 6L,
## 5L, NA, 7L, 7L, 6L, 5L, 4L, 7L, 7L, 7L, 6L, 7L, 8L, 8L, 8L,
## 8L, 4L, 5L, 7L, 1L, 7L, 4L, 7L, 8L, 5L, 7L, 7L, 6L, 8L, 8L,
## 8L, 8L, 5L, 5L, NA, NA, 6L, 6L, NA, NA, 7L, 8L, NA, 6L, 6L,
## 8L, 5L, 7L, 8L, 6L, 8L, 7L, 8L, 2L, 7L, 4L, 8L, 8L, 7L, 6L,
## 5L, 6L, 6L, 6L, 6L, 8L, 8L, 8L, 7L, 8L, 8L, 8L, 7L, 7L, 6L,
## 6L, 7L, 4L, 5L, 6L, 1L, 8L, 4L, 4L, 4L, 4L, 5L, 5L, 7L, 7L,
## 5L, 8L, 5L, 7L, 3L, 8L, 8L, 8L, 4L, 6L, 6L, 8L, 8L, 7L, 8L,
## 8L, 8L, 8L, 7L, 8L, 4L, 3L, 8L, 5L, 6L, 5L, 7L, 6L, 3L, NA,
## 4L, 4L, 8L, 7L, 7L, 8L, 7L, 1L, 8L, 6L, 8L, NA, 6L, NA, NA,
## 5L, 5L, NA, 6L, 5L, 6L, 5L, 8L, 8L, NA, 4L, 4L, 8L, 7L, 8L,
## 6L, 7L, NA, 5L, 6L, 5L, 8L, 6L, 6L, 4L, 6L, 8L, 6L, 8L, 5L,
## 3L, 6L, 8L, 7L, 4L, 7L, 7L, 3L, 8L, 8L, 5L, 5L, 8L, 4L, 4L,
## 8L, 8L, 5L, 1L, 6L, 8L, 5L, 8L, 6L, 6L, 8L, 6L, 3L, 5L, 3L,
## 6L, 7L, 7L, 8L, 8L, 8L, 7L, 7L, 6L, 5L, 7L, 7L, 8L, 4L, 6L,
## 8L, 6L, 5L, NA, NA, NA, 8L, NA, NA, NA, NA, 8L, NA, NA, 8L,
## 6L, NA, NA, 7L, NA, 7L, NA, 8L, NA, NA, NA, NA, NA, 8L, 7L,
## NA, NA, NA, NA, 8L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, 7L,
## NA, 7L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, 7L,
## NA, 4L, NA, NA, NA, NA, NA, NA, 7L, NA, NA, 4L, 8L, NA, NA,
## 4L, 8L, 5L, 7L, NA, 7L, 5L, 4L, 7L, 4L, 8L, 5L, 6L, 5L, 4L,
## 8L, 7L, 6L, 8L, 8L, 5L, 7L, 8L, 6L, 8L, 8L, 3L, 8L, 1L, 6L,
## 7L, 5L, 3L, 7L, 5L, 8L, 6L, 8L, 5L, 8L, 7L, 6L, 7L, 6L, 4L,
## 3L, 6L, 7L, 7L, 7L, 8L, NA, 7L, 8L, 6L, 6L, 8L, 7L, 6L, 8L,
## 5L, 1L, 8L, 5L, 5L, 8L, 7L, 5L, NA, 7L, 7L, 8L, 6L, 5L, 7L,
## 6L, NA, 4L, 4L, 3L, 5L, 5L, 7L, 7L, 2L, 5L, 6L, 6L, 6L, 8L,
## 3L, 7L, 8L, 7L, 6L, 7L, 6L, 8L, 7L, 4L, 6L, 4L, 7L, 7L, 7L,
## 8L, 8L, 7L, 7L, 6L, 4L, 7L, NA, 6L, 7L, 7L, 4L, 7L, 7L, 6L,
## 8L, 8L, 8L, 7L, 7L, 7L, 8L, 7L, 7L, 6L, 8L, 7L, 7L, 8L, 7L,
## 8L, 8L, 6L, 7L, 7L, NA, 6L, 8L, 7L, 6L, NA, 7L, 7L, 6L, NA,
## 7L, 7L, 7L, 5L, 3L, 6L, 8L, 6L, 7L, 5L, 8L, 4L, 7L, 7L, 6L,
## 8L, 6L, 7L, 5L, 8L, 6L, NA, NA, NA, NA, 5L, 4L, 8L, 6L, 4L,
## 7L, 7L, 6L, 8L, 6L, 4L, 6L, 8L, 7L, 5L, 7L, 4L, 7L, 7L, 7L,
## 4L, 8L, 6L, NA, NA, 5L, 7L, 3L, 7L, 7L, 7L, 7L, 4L, 5L, 8L,
## 4L, 7L, 5L, 8L, 6L, 8L, 6L, 8L, NA, 7L, 8L, 7L, 7L, 8L, 6L,
## 7L, 7L, 7L, 4L, 2L, 6L, 7L, 7L, 8L, 7L, 7L, 7L, 4L, 6L, 7L,
## 7L, 6L, 7L, 7L, 7L, 6L, 7L, 6L, 5L, 8L, 8L, 7L, 6L, 8L, 7L,
## 2L, 4L, 7L, 6L, 6L, 6L, 8L, 6L, 4L, 5L, 6L, 7L, 7L, 7L, 8L,
## 7L, 7L, 6L, 7L, 5L, 6L, 8L, 7L, 7L, 4L, 6L, 4L, 3L, 6L, 7L,
## 6L, 7L, 6L, 8L, 7L, 7L, 7L, NA, NA, NA, NA, NA, 7L, NA, NA,
## NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, 1L, NA, NA,
## NA, NA, NA, 1L, 1L, 1L, NA, NA, NA, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, NA, NA, NA, NA, NA, NA, NA, 1L, 6L, 5L, 3L, 7L, 7L, 5L,
## 6L, 5L, 8L, 8L, 8L, 7L, 7L, 6L, 6L, 7L, 7L, 4L, 3L, 7L, 8L,
## 8L, 6L, 8L, 7L, 7L, 6L, 6L, 8L, 1L, 5L, 5L, 5L, 8L, 8L, 6L,
## 7L, 7L, 5L, 8L, 5L, 7L, 7L, 6L, 6L, 2L, 5L, 7L, 6L, 8L, 6L,
## 7L, 7L, 5L, 7L, 8L, 6L, 7L, 4L, 5L, 7L, 7L, 6L, 5L, 7L, 6L,
## 6L, 7L, 7L, 4L, 5L, 7L, 8L, 1L, 3L, 5L, 7L, 7L, 6L, 7L, 6L,
## 8L, 6L, 7L, 8L, 6L, 6L, 6L, 7L, 7L, 5L, 5L, 7L, 5L, 6L, 5L,
## 7L, 7L, 7L, 6L, 8L, 6L, 5L, 6L, 4L, 6L, 6L, 7L, 5L, 6L, 3L,
## 5L, 8L, 6L, 7L, 7L, 6L, 7L, 6L, 8L, 7L, 5L, 6L, 5L, 8L, 7L,
## 8L, 4L, 7L, 6L, 4L, 6L, 6L, 6L, 6L, 7L, 6L, 6L, 7L, 5L, 7L,
## 7L, 7L, 6L, 7L, 8L, 7L, 6L, 6L, 6L, 7L, 7L, 3L, 8L, 8L, 7L,
## 6L, 7L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 7L, NA,
## NA, NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, 5L,
## NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), SDQI_10 = c(6L,
## 6L, 8L, 7L, 8L, 4L, 5L, 3L, 7L, 7L, 7L, 5L, 4L, 5L, 6L, 7L,
## 6L, 5L, 4L, 5L, 8L, 8L, 7L, 5L, 7L, 5L, 8L, 6L, 4L, NA, 3L,
## 8L, 7L, 6L, 7L, 7L, 5L, 8L, 6L, 6L, 5L, 4L, 5L, 6L, 6L, 5L,
## 7L, 7L, 7L, 8L, 5L, 7L, 4L, 8L, 8L, 7L, 7L, 5L, 7L, 4L, 4L,
## 6L, 6L, 5L, 8L, 4L, 6L, 1L, 5L, 6L, 4L, 7L, 4L, 5L, 5L, 5L,
## 8L, 4L, 4L, 4L, 6L, 4L, 8L, 5L, 6L, 6L, 6L, 5L, 8L, 8L, 7L,
## 4L, 6L, 6L, 4L, 8L, 7L, 5L, 8L, 4L, 7L, 5L, 2L, 6L, 6L, 5L,
## 8L, 5L, 5L, 5L, 7L, 7L, 5L, 5L, 6L, 1L, 6L, 8L, 5L, 8L, 4L,
## 6L, 6L, 7L, 5L, NA, 1L, 1L, 7L, 6L, 8L, 6L, 4L, 5L, 5L, 7L,
## 7L, 7L, 7L, 7L, 7L, 8L, 6L, 7L, NA, 7L, 8L, 5L, 6L, NA, NA,
## NA, 6L, 8L, 5L, NA, NA, 5L, 6L, 5L, 7L, 6L, 6L, 1L, 5L, 4L,
## 6L, 8L, 7L, 7L, NA, 7L, NA, 8L, 7L, 5L, 6L, 8L, 8L, 5L, 8L,
## NA, 7L, 8L, 2L, 5L, 4L, 7L, 8L, 8L, 8L, 7L, 7L, 4L, 4L, 4L,
## 7L, 8L, 8L, 8L, 5L, 4L, 8L, 7L, 7L, NA, NA, NA, NA, 7L, 7L,
## NA, NA, NA, NA, 6L, NA, NA, 5L, 7L, NA, NA, NA, 5L, 7L, 7L,
## 4L, 8L, 5L, 6L, 7L, 7L, 7L, 8L, 8L, 7L, 8L, NA, NA, NA, 6L,
## 8L, 5L, NA, 1L, 7L, 7L, 6L, 7L, 8L, NA, 4L, 4L, 6L, 5L, NA,
## NA, 3L, 7L, 6L, 7L, 7L, 6L, 5L, 7L, 7L, 6L, 5L, 6L, 7L, 7L,
## 4L, 8L, 7L, 7L, 8L, 8L, 5L, 6L, NA, 8L, 4L, 8L, 7L, 5L, 8L,
## 4L, 8L, 8L, 6L, 5L, 5L, 7L, 6L, 5L, 6L, 5L, NA, 5L, 5L, 5L,
## 6L, 5L, 5L, 5L, 3L, 8L, 8L, 6L, 5L, NA, NA, 7L, 5L, 6L, 8L,
## 5L, 7L, 5L, 5L, 5L, 6L, 5L, 5L, 5L, 5L, 8L, 7L, 5L, 3L, 5L,
## 6L, 5L, 6L, 4L, 7L, 4L, 6L, 7L, 8L, 6L, 5L, 8L, 5L, 2L, 6L,
## 4L, NA, 7L, 7L, 5L, 8L, 5L, NA, 6L, 6L, 8L, 8L, 6L, 8L, 7L,
## NA, 7L, 8L, 5L, 7L, 7L, NA, 4L, 8L, NA, 5L, 6L, 7L, NA, 8L,
## 8L, 5L, 7L, 8L, 7L, 7L, 8L, 8L, 7L, 4L, 7L, 5L, 7L, 8L, 4L,
## 6L, 8L, 8L, 5L, 6L, 7L, 8L, NA, 7L, 5L, 7L, NA, 7L, 5L, 8L,
## 6L, 8L, 5L, 6L, 7L, 5L, 5L, 5L, 7L, 6L, 7L, 7L, 4L, NA, 7L,
## 6L, 6L, 8L, 6L, 6L, 6L, 7L, 5L, 6L, 7L, NA, 7L, 5L, 8L, 3L,
## 5L, 6L, NA, NA, 7L, 7L, 7L, 5L, 8L, 6L, 8L, 5L, 5L, 6L, 6L,
## 5L, 6L, 6L, NA, 5L, 7L, 5L, 7L, 7L, 5L, 7L, 6L, 6L, 7L, 7L,
## 1L, 7L, 8L, 5L, 7L, 7L, 7L, 7L, 4L, 6L, 8L, 5L, 7L, 7L, 5L,
## 7L, 8L, 8L, 8L, 3L, 6L, NA, NA, 5L, 5L, NA, NA, 7L, 8L, NA,
## 7L, 7L, 8L, 6L, 6L, 8L, 1L, 6L, 7L, 8L, 5L, 7L, 6L, 8L, 8L,
## 8L, 6L, 5L, 6L, 7L, 3L, 6L, 8L, 8L, 8L, 7L, 8L, 8L, 8L, 7L,
## 5L, 7L, 6L, 5L, 7L, 5L, 7L, 4L, 8L, 6L, 4L, 5L, 5L, 5L, 6L,
## 7L, 6L, 6L, 7L, 5L, 7L, 8L, 8L, 8L, 7L, 7L, 6L, 6L, 8L, 8L,
## 7L, 8L, 8L, 8L, 7L, 7L, 8L, 4L, 6L, 8L, 5L, 6L, 4L, 7L, 6L,
## 2L, NA, 3L, 5L, 6L, 6L, 6L, 5L, 7L, 7L, 8L, 5L, 7L, NA, 6L,
## NA, NA, 6L, 5L, NA, 7L, 5L, 7L, 2L, 8L, 7L, NA, 4L, 5L, 7L,
## 7L, 7L, 7L, 7L, NA, 7L, 7L, 6L, 8L, 5L, 5L, 5L, 6L, 8L, 6L,
## 6L, 7L, 5L, 6L, 5L, 6L, 6L, 7L, 7L, 3L, 8L, 8L, 8L, 4L, 5L,
## 6L, 4L, 8L, 8L, 5L, 8L, 7L, 6L, 5L, 8L, 5L, 5L, 8L, 8L, 7L,
## 7L, 6L, 5L, 6L, 7L, 8L, 8L, 8L, 7L, 5L, 5L, 7L, 5L, 7L, 8L,
## 5L, 5L, 6L, 4L, 5L, NA, NA, NA, 8L, NA, NA, NA, NA, 8L, NA,
## NA, 8L, 5L, NA, NA, 7L, NA, 6L, NA, 8L, NA, NA, NA, NA, NA,
## 8L, 8L, NA, NA, NA, NA, 7L, 7L, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, 6L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L,
## NA, 7L, NA, 7L, NA, NA, NA, NA, NA, NA, 6L, NA, NA, 6L, 8L,
## NA, NA, 4L, 8L, 5L, 7L, NA, 7L, 5L, 4L, 6L, 7L, 8L, 5L, 6L,
## 5L, 6L, 8L, 7L, 6L, 8L, 6L, 6L, 7L, 8L, 8L, 8L, 7L, 5L, 8L,
## 8L, 6L, 7L, 5L, 4L, 7L, 6L, 7L, 5L, 8L, 6L, 7L, 6L, 7L, NA,
## 5L, 4L, 4L, 6L, 7L, 8L, 6L, 8L, NA, 7L, 8L, 6L, 6L, 8L, 7L,
## 8L, 8L, 8L, 1L, 6L, 5L, 7L, 8L, 7L, 6L, NA, 7L, 7L, 8L, 7L,
## 8L, 6L, 8L, NA, 4L, 4L, 3L, 4L, 8L, 8L, 8L, 2L, 5L, 7L, 6L,
## 6L, 8L, 6L, 7L, 8L, 8L, 5L, 6L, 6L, 8L, 7L, 4L, 5L, 5L, 7L,
## 7L, 7L, 8L, 8L, 8L, 8L, 6L, 5L, NA, NA, 6L, 6L, 7L, 4L, 7L,
## 6L, 6L, 8L, 8L, 8L, 7L, 7L, 7L, 8L, 8L, 8L, 6L, 8L, 7L, 7L,
## 8L, 7L, 8L, 7L, 7L, 7L, 7L, NA, 7L, 8L, 5L, 6L, NA, 7L, 8L,
## 6L, NA, 6L, 7L, 8L, 2L, 5L, 7L, 8L, 6L, 6L, 5L, 7L, 5L, 8L,
## 7L, 5L, 8L, 6L, 7L, 6L, 8L, 6L, NA, NA, NA, NA, 8L, 5L, 8L,
## 8L, 5L, 6L, 7L, 5L, 8L, 3L, 5L, 7L, 8L, 7L, 5L, 7L, 5L, 7L,
## 7L, 7L, 5L, 8L, 7L, NA, NA, 5L, 7L, 3L, 6L, 8L, 7L, 7L, 8L,
## 7L, 8L, 3L, 5L, 6L, 7L, 6L, 8L, 6L, 7L, NA, 8L, 8L, 7L, NA,
## 8L, 5L, 6L, 5L, 7L, 7L, 3L, 5L, 8L, 7L, 8L, 6L, 7L, 6L, 5L,
## 7L, 7L, 6L, 6L, 6L, 7L, 8L, 7L, 7L, 6L, 5L, 8L, 8L, 7L, 7L,
## 7L, 8L, 5L, 4L, 6L, 3L, 6L, 5L, 8L, 5L, 4L, 5L, 8L, 6L, 7L,
## 7L, 7L, 7L, 6L, 7L, 8L, 6L, 6L, 7L, 8L, 8L, 4L, 6L, 5L, 3L,
## 5L, 7L, 5L, 6L, 8L, 8L, 5L, 7L, 6L, NA, NA, NA, NA, NA, 8L,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 8L, 6L, 5L, 4L, 7L,
## 7L, 6L, 5L, 6L, 7L, 7L, 8L, 6L, NA, 7L, 6L, 7L, 8L, 4L, 4L,
## 6L, 8L, 8L, 6L, 8L, 7L, 7L, 6L, 8L, 8L, 1L, 5L, 8L, 7L, 6L,
## 8L, 5L, 7L, 7L, 8L, 8L, 6L, 7L, 6L, 8L, 7L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_1 = c(4L,
## 5L, 3L, 2L, 5L, 3L, 4L, 5L, 1L, 4L, 3L, 3L, 3L, 2L, 1L, 4L,
## 2L, 5L, 1L, 3L, 4L, 5L, 3L, 5L, 2L, 4L, 3L, 3L, 3L, 3L, 3L,
## 3L, 3L, 4L, 2L, 3L, 4L, 2L, 4L, 4L, 3L, 3L, 1L, 3L, 3L, 4L,
## 2L, 4L, 2L, 3L, 4L, 3L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 3L,
## 2L, 3L, 3L, 1L, 5L, 3L, 1L, 4L, 2L, 5L, 3L, 4L, 2L, 3L, 3L,
## 3L, 3L, 3L, 3L, 1L, 3L, 1L, 3L, 2L, 2L, 2L, 2L, 4L, 1L, 2L,
## 3L, 3L, 4L, 3L, 5L, 1L, 3L, 5L, 3L, 2L, 3L, 4L, 3L, 2L, 2L,
## 3L, 3L, 3L, 3L, 3L, 3L, 2L, 2L, 3L, 5L, 2L, 4L, 3L, 2L, 3L,
## 4L, 2L, 2L, 4L, 1L, 5L, 5L, 4L, 3L, 3L, 2L, 3L, 3L, 4L, 4L,
## 2L, 5L, 4L, 1L, 5L, 2L, 3L, 2L, NA, 1L, 2L, 4L, 2L, NA, NA,
## NA, 1L, 1L, 4L, NA, NA, 2L, 4L, 3L, 2L, 2L, 2L, 2L, 4L, 4L,
## 4L, 1L, 4L, 2L, NA, 2L, NA, 2L, 4L, 3L, 1L, 3L, 1L, 3L, 4L,
## 4L, 4L, 2L, 3L, 2L, 3L, 2L, 2L, 2L, 2L, 3L, 3L, 4L, 2L, 4L,
## 1L, 2L, 2L, 3L, 3L, 2L, 4L, 2L, 2L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 2L,
## 2L, 4L, 2L, 4L, 1L, 2L, 3L, 3L, 1L, 2L, 4L, NA, NA, NA, 2L,
## 3L, 3L, NA, 1L, 4L, 2L, 1L, NA, NA, NA, NA, NA, 3L, 5L, NA,
## NA, NA, NA, 4L, NA, 4L, NA, 3L, NA, NA, 3L, NA, 3L, 5L, 5L,
## 5L, 1L, 1L, NA, 1L, 1L, 4L, NA, NA, 1L, 4L, NA, NA, 3L, 5L,
## 2L, 5L, 1L, NA, 3L, 4L, 2L, NA, 4L, 3L, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 4L, NA, NA, 2L, 3L, NA, NA, 1L, NA, NA, NA,
## NA, 5L, 5L, NA, 2L, NA, NA, 3L, NA, 4L, 4L, NA, 3L, NA, NA,
## NA, 4L, 2L, NA, NA, 4L, NA, 2L, NA, 3L, NA, NA, 4L, NA, 4L,
## 4L, NA, 3L, NA, NA, NA, 3L, NA, NA, NA, NA, NA, 5L, 1L, 5L,
## NA, 2L, 1L, 3L, NA, 2L, NA, 3L, 1L, NA, 3L, NA, NA, NA, 2L,
## NA, 5L, 5L, NA, 1L, 5L, NA, NA, 2L, 4L, 4L, 4L, 3L, 2L, 3L,
## 4L, NA, NA, NA, NA, 4L, NA, NA, 2L, 3L, NA, NA, 4L, 1L, 2L,
## 2L, NA, NA, NA, 2L, NA, 4L, NA, NA, 5L, NA, 2L, NA, NA, 5L,
## 4L, 2L, 3L, 4L, NA, 3L, NA, 3L, 5L, 1L, NA, 4L, 3L, 3L, 4L,
## NA, NA, NA, NA, 2L, 2L, NA, NA, NA, 3L, 5L, NA, 2L, NA, 4L,
## 4L, NA, 4L, NA, 2L, 4L, NA, 5L, 2L, NA, NA, 4L, NA, 5L, 4L,
## NA, NA, 2L, 4L, 3L, NA, 2L, 3L, 2L, NA, 2L, NA, NA, NA, 3L,
## NA, NA, 4L, NA, 3L, 3L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, 4L, 1L,
## NA, NA, NA, 2L, 3L, NA, NA, 1L, 2L, 1L, 1L, 1L, 2L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 4L, 3L, 3L,
## 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 1L, NA, 5L, NA, 1L, 5L, 3L, 2L, 4L, 1L, 2L,
## NA, NA, NA, NA, NA, 5L, 2L, 3L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 2L, NA, NA, NA, NA, 1L, NA, NA, 3L, NA, 5L, NA, NA,
## NA, NA, NA, 2L, NA, 2L, 3L, NA, NA, 3L, 3L, NA, NA, 1L, 2L,
## 4L, NA, NA, 3L, NA, 2L, NA, 1L, 3L, 4L, 5L, 3L, 3L, 5L, 2L,
## 4L, 3L, 1L, 1L, 4L, 1L, 3L, 1L, 3L, 2L, 2L, 2L, 3L, 2L, 2L,
## 3L, 5L, 4L, 2L, 1L, 1L, 2L, 4L, 3L, 3L, 3L, 3L, 3L, 2L, 2L,
## 3L, 3L, 2L, 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 3L, 2L, 3L, 2L, 3L, 3L, 3L, 4L, 4L, 3L, 3L, 2L,
## 2L, 2L, 4L, 5L, 2L, 1L, 2L, 2L, 1L, 2L, 3L, 2L, 2L, 4L, 3L,
## 2L, 2L, 2L, 3L, 3L, 2L, 2L, 3L, 3L, 1L, 3L, 1L, 3L, 3L, 3L,
## 3L, 5L, 3L, 4L, 1L, 1L, 1L, 2L, NA, 3L, 5L, 2L, 3L, 1L, 2L,
## 3L, 1L, 3L, 3L, 3L, 3L, 5L, 3L, 2L, 5L, NA, 2L, 1L, 1L, 4L,
## 3L, 2L, 3L, NA, 1L, 3L, 3L, 2L, 1L, 1L, 2L, 2L, 4L, 2L, 4L,
## 4L, 2L, 3L, 1L, 2L, 3L, 3L, 3L, 3L, 2L, 2L, 3L, 4L, 5L, 4L,
## 3L, 1L, 1L, 1L, 2L, 1L, 3L, 1L, 3L, NA, 2L, 2L, 3L, 2L, 3L,
## NA, 3L, 1L, 1L, 1L, 2L, 2L, 3L, 1L, 3L, 2L, 4L, 5L, 2L, 2L,
## 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 3L, 3L, NA, 2L, 1L,
## 3L, NA, 2L, 1L, 2L, 3L, 1L, 2L, 3L, 3L, 2L, 2L, 1L, 3L, 1L,
## 4L, 3L, 2L, 1L, 5L, 2L, 5L, NA, NA, NA, NA, NA, 4L, 4L, 5L,
## 5L, 3L, 2L, 2L, 3L, 1L, 5L, 3L, 4L, 2L, 3L, 2L, 1L, 2L, 2L,
## 2L, 3L, 3L, 2L, 5L, NA, NA, 3L, 2L, 1L, 2L, 4L, 5L, 1L, 2L,
## 4L, 1L, 2L, 3L, 3L, 3L, 3L, 1L, 2L, 4L, NA, 2L, 3L, 3L, 3L,
## 3L, 5L, 2L, 4L, 1L, 2L, 3L, 3L, 2L, 3L, 2L, 3L, 2L, 4L, 4L,
## 3L, 2L, 5L, 3L, 2L, 4L, 3L, 2L, 3L, 4L, 4L, 3L, 1L, 3L, 2L,
## 1L, 3L, 1L, 3L, 1L, 3L, 5L, 2L, 3L, 2L, 2L, 3L, 2L, 1L, 2L,
## 2L, 2L, 1L, 2L, 2L, 3L, 2L, 3L, 4L, 4L, 1L, 3L, 2L, 2L, 3L,
## 2L, 3L, 2L, 4L, 2L, 3L, 5L, 3L, 2L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, 1L, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 2L, 2L, 3L, 3L, 2L,
## 2L, 2L, 3L, 3L, 1L, 3L, 1L, 3L, 3L, 3L, 4L, 1L, 1L, 5L, 3L,
## 1L, 2L, 5L, 3L, 1L, 3L, 2L, 2L, 3L, 1L, 3L, 3L, 3L, 5L, 3L,
## 3L, 3L, 2L, 2L, 3L, 1L, 5L, 1L, 2L, 3L, 4L, 4L, 3L, 3L, 2L,
## 4L, 4L, 2L, 3L, 3L, 2L, 1L, 4L, 2L, 3L, 3L, 3L, 2L, 2L, 2L,
## 2L, 3L, 2L, 2L, 4L, 3L, 2L, 2L, 3L, 2L, 3L, 5L, 1L, 2L, 2L,
## 4L, 1L, 2L, 4L, 2L, 4L, 2L, 3L, 1L, 2L, 4L, 3L, 3L, 3L, 1L,
## 4L, 3L, 2L, 2L, 2L, 5L, 3L, 2L, 2L, 3L, 2L, 3L, 2L, 3L, 2L,
## 3L, 4L, 2L, 1L, 3L, 3L, 3L, 3L, 2L, 3L, 2L, 2L, 2L, 3L, 3L,
## 1L, 2L, 1L, 3L, 3L, 4L, 2L, 5L, 3L, 2L, 4L, 4L, 2L, 2L, 2L,
## 2L, 2L, 1L, 2L, 2L, 4L, 4L, 2L, 3L, 4L, 3L, 2L, 4L, 3L, 2L,
## 3L, 3L, 3L, 3L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_2 = c(2L,
## 3L, 1L, 5L, 5L, 3L, 4L, 1L, 1L, 4L, 2L, 3L, 4L, 2L, 2L, 3L,
## 1L, 3L, 2L, 3L, 5L, 5L, 2L, 4L, 2L, 1L, 5L, 1L, 2L, 2L, 5L,
## 1L, 1L, 2L, 2L, 1L, 2L, 4L, 3L, 1L, 2L, 2L, 2L, 2L, 4L, 2L,
## 2L, 4L, 2L, 4L, 4L, 2L, 1L, 2L, 5L, 3L, 1L, 2L, 3L, 2L, 2L,
## 2L, 2L, 3L, 1L, 3L, 5L, 3L, 2L, 1L, 2L, 3L, 4L, 4L, 2L, 3L,
## 2L, 3L, 3L, 3L, 2L, 3L, 4L, 1L, 4L, 2L, 3L, 3L, 4L, 2L, 2L,
## 4L, 1L, 3L, 2L, 5L, 3L, 3L, 5L, 3L, 2L, 3L, 5L, 1L, 1L, 2L,
## 3L, 3L, 3L, 3L, 2L, 3L, 2L, 1L, 3L, 5L, 4L, 4L, 5L, 2L, 2L,
## 3L, 2L, 1L, 4L, 1L, 5L, 5L, 4L, 3L, 1L, 1L, 2L, 3L, 2L, 5L,
## 2L, 4L, 2L, 2L, 5L, 2L, 2L, 2L, NA, 2L, 2L, 5L, 4L, NA, NA,
## NA, 1L, 5L, 4L, NA, NA, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 4L,
## 4L, 1L, 4L, 3L, NA, 3L, NA, 1L, 4L, 1L, 1L, 3L, 5L, 3L, 4L,
## 4L, 4L, 2L, 4L, 1L, 3L, 4L, 5L, 1L, 1L, 3L, 3L, 4L, 2L, 3L,
## 1L, 1L, 2L, 1L, 2L, 4L, 2L, 2L, 5L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, 1L,
## 1L, 2L, 2L, 4L, 2L, 2L, 4L, 1L, 1L, 1L, 5L, NA, NA, NA, 5L,
## 1L, 2L, NA, 1L, 3L, 4L, 2L, NA, NA, NA, NA, NA, 4L, 3L, NA,
## NA, NA, NA, 2L, NA, 2L, NA, 4L, NA, NA, 4L, NA, 3L, 2L, 5L,
## 5L, 5L, 2L, NA, 1L, 1L, 3L, NA, NA, 1L, 1L, NA, NA, 1L, 1L,
## 4L, 1L, 1L, NA, 2L, 1L, 3L, NA, 4L, 4L, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 4L, NA, NA, 1L, 3L, NA, NA, 1L, NA, NA, NA,
## NA, 2L, 4L, NA, 2L, NA, NA, 1L, NA, 1L, 4L, NA, 2L, NA, NA,
## NA, 3L, 1L, NA, NA, 4L, NA, 1L, NA, 1L, NA, NA, 4L, NA, 3L,
## 3L, NA, 1L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 4L, 1L, 4L,
## NA, 3L, 4L, 2L, NA, 2L, NA, 3L, 1L, NA, 4L, NA, NA, NA, 1L,
## NA, 5L, 4L, NA, 1L, 1L, NA, NA, 1L, 3L, 4L, 3L, 4L, 2L, 2L,
## 4L, NA, NA, NA, NA, 3L, NA, NA, 3L, 5L, NA, NA, 1L, 2L, 2L,
## 3L, NA, NA, NA, 2L, NA, 4L, NA, NA, 3L, NA, 1L, NA, NA, 3L,
## 3L, 1L, 4L, 3L, NA, 2L, NA, 3L, 5L, 1L, NA, 1L, 4L, 4L, 1L,
## NA, NA, NA, NA, 2L, 4L, NA, NA, NA, 2L, 4L, NA, 3L, NA, 1L,
## 5L, NA, 2L, NA, 2L, 1L, NA, 5L, 2L, NA, NA, 1L, NA, 2L, 1L,
## NA, NA, 5L, 1L, 3L, NA, 1L, 1L, 3L, NA, 4L, NA, NA, NA, 3L,
## NA, NA, 5L, NA, 4L, 3L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 2L, 1L,
## NA, NA, NA, 3L, 2L, NA, NA, 2L, 1L, 4L, 1L, 2L, 2L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 1L, 5L, 4L,
## 3L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA,
## NA, NA, NA, NA, 2L, NA, 4L, NA, 2L, 5L, 4L, 3L, 5L, 2L, 1L,
## NA, NA, NA, NA, NA, 2L, 2L, 1L, NA, NA, NA, NA, NA, NA, 2L,
## NA, NA, 2L, NA, NA, NA, NA, 2L, NA, NA, 1L, NA, 5L, NA, NA,
## NA, NA, NA, 3L, NA, 1L, 1L, NA, NA, 4L, 3L, NA, NA, 5L, 3L,
## 2L, NA, NA, 3L, NA, 2L, NA, 1L, 4L, 4L, 1L, 1L, 2L, 4L, 1L,
## 2L, 4L, 3L, 1L, 4L, 2L, 2L, 4L, 3L, 2L, 4L, 2L, 5L, 2L, 3L,
## 5L, 2L, 1L, 2L, 2L, 1L, 2L, 4L, 2L, 1L, 3L, 4L, 2L, 1L, 1L,
## 2L, 3L, 1L, 5L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 4L, 2L, 4L, 2L, 2L, 3L, 3L, 5L, 4L, 2L, 1L, 3L, 1L,
## 2L, 1L, 4L, 2L, 2L, 1L, 1L, 4L, 1L, 2L, 1L, 2L, 1L, 1L, 3L,
## 3L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 3L, 1L, 4L, 4L, 2L,
## 4L, 3L, 1L, 4L, 4L, 2L, 1L, 1L, NA, 5L, 5L, 4L, 5L, 2L, 2L,
## 5L, 1L, 2L, 3L, 1L, 5L, 2L, 2L, 4L, 3L, NA, 1L, 1L, 1L, 3L,
## 2L, 3L, 3L, NA, 3L, 3L, 3L, 2L, 1L, 1L, 1L, 3L, 3L, 2L, 4L,
## 4L, 1L, 1L, 1L, 1L, 5L, 3L, 2L, 1L, 1L, 3L, 4L, 1L, 3L, 4L,
## 3L, 2L, 2L, 1L, 1L, 1L, 3L, 2L, 1L, NA, 2L, 4L, 1L, 3L, 3L,
## NA, 1L, 3L, 1L, 1L, 4L, 2L, 4L, 1L, 4L, 1L, 2L, 5L, 4L, 2L,
## 1L, 3L, 1L, 3L, 1L, 1L, 1L, 1L, 1L, 1L, 4L, 3L, NA, 1L, 5L,
## 1L, NA, 3L, 1L, 4L, 3L, 3L, 2L, 3L, 2L, 4L, 2L, 1L, 2L, 1L,
## 4L, 3L, 1L, 2L, 4L, 2L, 5L, NA, NA, NA, NA, NA, 4L, 3L, 5L,
## 4L, 5L, 2L, 1L, 3L, 1L, 1L, 3L, 3L, 2L, 3L, 1L, 1L, 4L, 1L,
## 2L, 1L, 3L, 2L, 4L, NA, NA, 3L, 2L, 1L, 2L, 2L, 2L, 1L, 1L,
## 2L, 1L, 3L, 4L, 3L, 3L, 4L, 1L, 2L, 4L, NA, 2L, 1L, 2L, 1L,
## 5L, 2L, 1L, 3L, 1L, 5L, 2L, 3L, 1L, 2L, 1L, 3L, 3L, 2L, 5L,
## 2L, 1L, 4L, 2L, 4L, 2L, 4L, 1L, 2L, 2L, 1L, 1L, 3L, 1L, 2L,
## 1L, 3L, 2L, 3L, 1L, 5L, 3L, 2L, 1L, 2L, 3L, 4L, 1L, 1L, 3L,
## 5L, 1L, 2L, 1L, 1L, 5L, 3L, 4L, 1L, 1L, 1L, 2L, 2L, 2L, 5L,
## 1L, 1L, 1L, 2L, 1L, 4L, 3L, 1L, 2L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, 1L, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 2L, 2L, 1L, 2L,
## 2L, 2L, 1L, 3L, 1L, 1L, 1L, 4L, 2L, 4L, 4L, 4L, 2L, 3L, 1L,
## 1L, 1L, 5L, 5L, 2L, 5L, 2L, 4L, 5L, 1L, 3L, 5L, 2L, 2L, 1L,
## 2L, 4L, 4L, 1L, 2L, 1L, 3L, 1L, 3L, 3L, 3L, 4L, 1L, 3L, 2L,
## 1L, 4L, 1L, 3L, 2L, 5L, 2L, 2L, 1L, 1L, 4L, 1L, 2L, 3L, 2L,
## 2L, 1L, 4L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 5L, 4L, 1L, 1L, 4L,
## 4L, 1L, 1L, 2L, 1L, 1L, 1L, 4L, 1L, 1L, 1L, 4L, 1L, 2L, 3L,
## 1L, 3L, 2L, 3L, 2L, 3L, 4L, 2L, 3L, 3L, 3L, 2L, 3L, 2L, 3L,
## 1L, 4L, 2L, 1L, 4L, 3L, 4L, 2L, 4L, 2L, 1L, 3L, 2L, 1L, 1L,
## 2L, 2L, 2L, 1L, 1L, 3L, 5L, 5L, 1L, 4L, 3L, 2L, 2L, 2L, 2L,
## 3L, 2L, 2L, 2L, 4L, 4L, 1L, 1L, 4L, 1L, 1L, 2L, 1L, 2L, 1L,
## 5L, 1L, 4L, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_3 = c(5L,
## 2L, 5L, 2L, 5L, 3L, 4L, 3L, 3L, 4L, 3L, 3L, 2L, 2L, 2L, 2L,
## 2L, 2L, 2L, 3L, 3L, 5L, 4L, 2L, 3L, 2L, 2L, 3L, 4L, 2L, 1L,
## 5L, 4L, 5L, 2L, 3L, 4L, 2L, 2L, 4L, 2L, 2L, 3L, 2L, 3L, 2L,
## 3L, 3L, 4L, 2L, 4L, 4L, 2L, 3L, 1L, 1L, 5L, 3L, 3L, 2L, 4L,
## 2L, 3L, 3L, 1L, 3L, 4L, 3L, 3L, 3L, 3L, 3L, 2L, 4L, 2L, 3L,
## 2L, 3L, 3L, 3L, 3L, 2L, 3L, 3L, 2L, 4L, 2L, 5L, 4L, 3L, 5L,
## 2L, 3L, 5L, 1L, 5L, 2L, 3L, 5L, 3L, 5L, 3L, 3L, 3L, 2L, 2L,
## 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 5L, 1L, 3L, 2L, 4L, 4L,
## 3L, 4L, 4L, 3L, 1L, 1L, 1L, 3L, 3L, 5L, 3L, 3L, 4L, 5L, 4L,
## 5L, 5L, 2L, 2L, 3L, 5L, 4L, 4L, NA, 3L, 4L, 3L, 3L, NA, NA,
## NA, 4L, 4L, 2L, NA, NA, 4L, 1L, 3L, 5L, 2L, 4L, 3L, 4L, 3L,
## 5L, 5L, 4L, 5L, NA, 4L, NA, 5L, 3L, 2L, 5L, 4L, 5L, 3L, 3L,
## 2L, 5L, 5L, 3L, 4L, 2L, 2L, 3L, 2L, 5L, 3L, 3L, 2L, 2L, 3L,
## 4L, 3L, 2L, 3L, 5L, 2L, 2L, 4L, 1L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, 5L,
## 1L, 5L, 2L, 4L, 5L, 5L, 3L, 5L, 5L, 5L, 4L, NA, NA, NA, 2L,
## 1L, 4L, NA, 2L, 4L, 2L, 5L, NA, NA, NA, NA, NA, 3L, 1L, NA,
## NA, NA, NA, 4L, NA, 2L, NA, 1L, NA, NA, 4L, NA, 1L, 4L, 1L,
## 2L, 4L, 2L, NA, 3L, 4L, 3L, NA, NA, 4L, 4L, NA, NA, 4L, 5L,
## 1L, 4L, 4L, NA, 4L, 3L, 5L, NA, 2L, 4L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 2L, NA, NA, 2L, 2L, NA, NA, 3L, NA, NA, NA,
## NA, 2L, 1L, NA, 2L, NA, NA, 2L, NA, 1L, 4L, NA, 2L, NA, NA,
## NA, 2L, 3L, NA, NA, 1L, NA, 2L, NA, 2L, NA, NA, 4L, NA, 2L,
## 2L, NA, 4L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 1L, 3L, 2L,
## NA, 2L, 5L, 2L, NA, 5L, NA, 2L, 4L, NA, 2L, NA, NA, NA, 3L,
## NA, 2L, 1L, NA, 4L, 1L, NA, NA, 5L, 2L, 3L, 2L, 2L, 4L, 4L,
## 3L, NA, NA, NA, NA, 3L, NA, NA, 1L, 4L, NA, NA, 5L, 1L, 2L,
## 3L, NA, NA, NA, 4L, NA, 2L, NA, NA, 2L, NA, 3L, NA, NA, 1L,
## 2L, 4L, 2L, 2L, NA, 5L, NA, 4L, 1L, 4L, NA, 2L, 3L, 1L, 3L,
## NA, NA, NA, NA, 3L, 2L, NA, NA, NA, 3L, 2L, NA, 1L, NA, 2L,
## 2L, NA, 2L, NA, 3L, 4L, NA, 2L, 5L, NA, NA, 5L, NA, 3L, 4L,
## NA, NA, 4L, 3L, 3L, NA, 4L, 2L, 1L, NA, 3L, NA, NA, NA, 3L,
## NA, NA, 2L, NA, 1L, 3L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA, NA, 3L, 5L,
## NA, NA, NA, 3L, 2L, NA, NA, 1L, 3L, 4L, 4L, 3L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 5L, 2L, 2L,
## 3L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 1L, NA, 2L, 5L, 3L, 1L, 5L, 2L, 3L,
## NA, NA, NA, NA, NA, 1L, 3L, 5L, NA, NA, NA, NA, NA, NA, 5L,
## NA, NA, 1L, NA, NA, NA, NA, 3L, NA, NA, 4L, NA, 1L, NA, NA,
## NA, NA, NA, 3L, NA, 2L, 2L, NA, NA, 3L, 2L, NA, NA, 2L, 3L,
## 4L, NA, NA, 3L, NA, 3L, NA, 3L, 2L, 4L, 1L, 3L, 5L, 2L, 3L,
## 3L, 2L, 4L, 5L, 4L, 4L, 3L, 3L, 4L, 2L, 2L, 2L, 1L, 2L, 2L,
## 2L, 2L, 2L, 1L, 5L, 3L, 3L, 4L, 3L, 1L, 3L, 3L, 3L, 3L, 2L,
## 4L, 2L, 3L, 4L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 1L, 4L, 3L, 2L, 3L, 3L, 3L, 2L, 3L, 3L, 3L, 3L,
## 3L, 1L, 4L, 2L, 3L, 4L, 1L, 2L, 3L, 2L, 3L, 2L, 5L, 1L, 3L,
## 4L, 4L, 4L, 3L, 2L, 3L, 3L, 2L, 4L, 1L, 3L, 4L, 2L, 3L, 3L,
## 3L, 2L, 3L, 2L, 5L, 4L, 1L, 3L, NA, 3L, 1L, 3L, 3L, 3L, 4L,
## 1L, 3L, 3L, 3L, 4L, 2L, 3L, 3L, 3L, 1L, NA, 3L, 3L, 5L, 2L,
## 2L, 4L, 3L, NA, 2L, 3L, 3L, 2L, 5L, 4L, 3L, 3L, 3L, 3L, 4L,
## 4L, 3L, 2L, 1L, 3L, 3L, 3L, 3L, 1L, 3L, 2L, 2L, 2L, 2L, 2L,
## 3L, 5L, 1L, 5L, 5L, 5L, 2L, 4L, 2L, NA, 5L, 2L, 3L, 2L, 3L,
## NA, 2L, 1L, 4L, 5L, 3L, 3L, 3L, 4L, 3L, 3L, 3L, 5L, 5L, 2L,
## 5L, 1L, 1L, 1L, 3L, 3L, 3L, 2L, 2L, 2L, 3L, 3L, NA, 4L, 5L,
## 3L, NA, 4L, 5L, 4L, 3L, 3L, 4L, 2L, 4L, 2L, 2L, 2L, 3L, 3L,
## 2L, 2L, 3L, 1L, 4L, 2L, 5L, NA, NA, NA, NA, NA, 4L, 3L, 5L,
## 2L, 3L, 4L, 1L, 3L, 3L, 1L, 3L, 4L, 2L, 3L, 3L, 4L, 4L, 2L,
## 3L, 3L, 3L, 2L, 1L, NA, NA, 3L, 2L, 1L, 2L, 5L, 4L, 4L, 2L,
## 4L, 1L, 2L, 2L, 4L, 2L, 4L, 4L, 2L, 4L, NA, 5L, 3L, 4L, 4L,
## 1L, 1L, 3L, 2L, 4L, 2L, 5L, 2L, 4L, 3L, 2L, 4L, 2L, 3L, 2L,
## 2L, 5L, 2L, 2L, 2L, 4L, 4L, 3L, 5L, 3L, 5L, 3L, 3L, 3L, 4L,
## 5L, 3L, 5L, 3L, 5L, 1L, 3L, 4L, 3L, 2L, 5L, 3L, 5L, 5L, 3L,
## 1L, 5L, 5L, 2L, 1L, 2L, 5L, 4L, 5L, 4L, 2L, 3L, 1L, 3L, 3L,
## 5L, 5L, 3L, 4L, 5L, 4L, 4L, 3L, 3L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, NA, NA, NA, NA, 1L, 1L, NA, NA, NA, NA, NA, NA, NA, 1L,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, 4L, 3L, 2L, 4L,
## 3L, 3L, 4L, 3L, 4L, 2L, 1L, 2L, 3L, 3L, 2L, 5L, 4L, 2L, 3L,
## 1L, 3L, 1L, 3L, 3L, 3L, 4L, 3L, 1L, 3L, 3L, 2L, 3L, 3L, 4L,
## 3L, 3L, 3L, 3L, 2L, 5L, 1L, 3L, 4L, 3L, 2L, 1L, 2L, 3L, 3L,
## 2L, 3L, 4L, 3L, 3L, 1L, 2L, 3L, 3L, 1L, 3L, 3L, 5L, 3L, 5L,
## 5L, 3L, 3L, 4L, 3L, 1L, 3L, 2L, 4L, 3L, 1L, 2L, 4L, 2L, 4L,
## 3L, 3L, 3L, 2L, 3L, 4L, 3L, 2L, 4L, 4L, 5L, 3L, 5L, 5L, 4L,
## 5L, 1L, 3L, 4L, 4L, 1L, 4L, 5L, 3L, 2L, 5L, 3L, 2L, 3L, 3L,
## 3L, 2L, 3L, 3L, 2L, 3L, 3L, 4L, 3L, 4L, 1L, 5L, 3L, 4L, 4L,
## 4L, 4L, 2L, 3L, 2L, 4L, 2L, 2L, 5L, 5L, 3L, 2L, 3L, 4L, 3L,
## 4L, 4L, 4L, 5L, 2L, 5L, 5L, 4L, 2L, 3L, 5L, 4L, 2L, 4L, 5L,
## 3L, 5L, 2L, 4L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_4 = c(3L,
## 4L, 5L, 2L, 5L, 3L, 3L, 1L, 1L, 4L, 2L, 3L, 3L, 2L, 1L, 2L,
## 4L, 5L, 1L, 3L, 4L, 5L, 1L, 2L, 2L, 3L, 3L, 3L, 1L, 2L, 1L,
## 1L, 3L, 1L, 1L, 3L, 2L, 1L, 2L, 4L, 3L, 3L, 2L, 2L, 3L, 3L,
## 2L, 3L, 2L, 2L, 4L, 2L, 4L, 3L, 1L, 4L, 1L, 2L, 3L, 2L, 3L,
## 2L, 3L, 3L, 1L, 5L, 1L, 5L, 3L, 3L, 3L, 3L, 2L, 2L, 3L, 3L,
## 1L, 3L, 3L, 3L, 1L, 4L, 1L, 3L, 2L, 2L, 2L, 1L, 1L, 1L, 2L,
## 2L, 1L, 1L, 3L, 5L, 2L, 3L, 5L, 3L, 3L, 1L, 4L, 1L, 2L, 3L,
## 3L, 3L, 3L, 3L, 2L, 3L, 2L, 1L, 3L, 5L, 2L, 1L, 3L, 2L, 3L,
## 2L, 1L, 1L, 3L, 1L, 5L, 5L, 3L, 3L, 1L, 2L, 4L, 2L, 3L, 5L,
## 1L, 1L, 4L, 1L, 4L, 3L, 3L, 2L, NA, 1L, 1L, 2L, 2L, NA, NA,
## NA, 1L, 3L, 3L, NA, NA, 4L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 4L,
## 3L, 1L, 1L, 4L, NA, 2L, NA, 1L, 4L, 3L, 1L, 2L, 5L, 3L, 1L,
## 4L, 4L, 1L, 3L, 2L, 3L, 3L, 2L, 1L, 2L, 1L, 2L, 5L, 2L, 4L,
## 1L, 1L, 2L, 3L, 3L, 1L, 1L, 1L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 1L,
## 1L, 3L, 3L, 2L, 1L, 2L, 3L, 2L, 3L, 1L, 3L, NA, NA, NA, 3L,
## 2L, 2L, NA, 1L, 4L, 2L, 4L, NA, NA, NA, NA, NA, 2L, 2L, NA,
## NA, NA, NA, 2L, NA, 2L, NA, 5L, NA, NA, 2L, NA, 1L, 2L, 5L,
## 2L, 1L, 3L, NA, 1L, 1L, 2L, NA, NA, 1L, 5L, NA, NA, 2L, 1L,
## 1L, 1L, 1L, NA, 2L, 1L, 2L, NA, 4L, 2L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 4L, NA, NA, 1L, 2L, NA, NA, 1L, NA, NA, NA,
## NA, 3L, 4L, NA, 4L, NA, NA, 2L, NA, 2L, 3L, NA, 3L, NA, NA,
## NA, 4L, 4L, NA, NA, 4L, NA, 4L, NA, 2L, NA, NA, 2L, NA, 2L,
## 1L, NA, 1L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 4L, 2L, 1L,
## NA, 2L, 1L, 1L, NA, 1L, NA, 4L, 1L, NA, 2L, NA, NA, NA, 1L,
## NA, 4L, 4L, NA, 1L, 4L, NA, NA, 1L, 3L, 2L, 4L, 2L, 1L, 2L,
## 3L, NA, NA, NA, NA, 2L, NA, NA, 2L, 3L, NA, NA, 1L, 3L, 3L,
## 2L, NA, NA, NA, 4L, NA, 4L, NA, NA, 3L, NA, 2L, NA, NA, 4L,
## 4L, 1L, 2L, 4L, NA, 5L, NA, 3L, 5L, 1L, NA, 2L, 3L, 1L, 2L,
## NA, NA, NA, NA, 1L, 3L, NA, NA, NA, 2L, 1L, NA, 3L, NA, 3L,
## 3L, NA, 4L, NA, 3L, 1L, NA, 5L, 2L, NA, NA, 1L, NA, 3L, 1L,
## NA, NA, 3L, 1L, 2L, NA, 1L, 2L, 2L, NA, 2L, NA, NA, NA, 3L,
## NA, NA, 4L, NA, 1L, 2L, NA, NA, NA, 1L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 3L, 3L,
## NA, NA, NA, 3L, 1L, NA, NA, 1L, 2L, 1L, 1L, 1L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 4L, 2L, 1L,
## 3L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 1L, NA, 4L, NA, 1L, 5L, 3L, 1L, 4L, 1L, 2L,
## NA, NA, NA, NA, NA, 3L, 3L, 2L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 3L, NA, NA, NA, NA, 2L, NA, NA, 1L, NA, 4L, NA, NA,
## NA, NA, NA, 2L, NA, 2L, 3L, NA, NA, 2L, 3L, NA, NA, 5L, 2L,
## 4L, NA, NA, 3L, NA, 2L, NA, 1L, 3L, 4L, 3L, 1L, 1L, 4L, 2L,
## 4L, 4L, 1L, 1L, 4L, 3L, 2L, 1L, 1L, 1L, 3L, 1L, 1L, 1L, 2L,
## 4L, 2L, 4L, 2L, 2L, 1L, 2L, 4L, 2L, 2L, 3L, 2L, 2L, 1L, 1L,
## 3L, 2L, 3L, 4L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 1L, 2L, 2L, 2L, 1L, 3L, 3L, 2L, 2L, 1L, 3L, 2L,
## 2L, 1L, 4L, 3L, 2L, 1L, 1L, 5L, 2L, 2L, 3L, 3L, 4L, 2L, 3L,
## 3L, 1L, 4L, 2L, 1L, 2L, 3L, 1L, 3L, 1L, 1L, 3L, 2L, 3L, 3L,
## 3L, 3L, 2L, 3L, 1L, 1L, 2L, 1L, NA, 2L, 3L, 3L, 3L, 1L, 2L,
## 1L, 3L, 1L, 3L, 2L, 3L, 2L, 1L, 5L, 5L, NA, 2L, 1L, 1L, 4L,
## 1L, 3L, 3L, NA, 2L, 3L, 3L, 2L, 1L, 1L, 1L, 3L, 2L, 3L, 4L,
## 4L, 2L, 3L, 1L, 3L, 2L, 2L, 1L, 2L, 2L, 1L, 4L, 4L, 2L, 2L,
## 4L, 1L, 1L, 1L, 2L, 1L, 3L, 1L, 1L, NA, 2L, 1L, 3L, 4L, 3L,
## NA, 3L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 4L, 5L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 3L, 1L, 1L, 1L, 2L, 2L, NA, 1L, 2L,
## 1L, NA, 1L, 1L, 1L, 2L, 3L, 2L, 3L, 2L, 1L, 2L, 1L, 3L, 4L,
## 4L, 3L, 1L, 3L, 4L, 2L, 5L, NA, NA, NA, NA, NA, 4L, 3L, 5L,
## 4L, 2L, 2L, 1L, 3L, 1L, 1L, 3L, 3L, 3L, 5L, 3L, 5L, 3L, 2L,
## 2L, 3L, 2L, 2L, 5L, NA, NA, 3L, 2L, 1L, 3L, 2L, 2L, 1L, 2L,
## 4L, 1L, 4L, 1L, 4L, 2L, 3L, 3L, 2L, 3L, NA, 1L, 1L, 1L, 1L,
## 5L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 4L,
## 2L, 1L, 4L, 3L, 2L, 4L, 1L, 4L, 2L, 2L, 2L, 1L, 2L, 2L, 2L,
## 1L, 1L, 1L, 3L, 1L, 5L, 4L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L,
## 4L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 3L, 1L, 1L, 3L,
## 1L, 2L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, NA, NA, NA, NA, 1L, 1L, 1L, NA, NA, NA, 1L, NA, 1L, 1L,
## 1L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 1L, 2L, 1L, 4L,
## 2L, 3L, 3L, 1L, 3L, 1L, 1L, 2L, 3L, 3L, 3L, 1L, 1L, 3L, 2L,
## 2L, 1L, 3L, 3L, 1L, 2L, 2L, 3L, 1L, 3L, 3L, 3L, 1L, 2L, 2L,
## 1L, 3L, 5L, 2L, 1L, 1L, 5L, 1L, 3L, 3L, 4L, 4L, 2L, 2L, 2L,
## 1L, 2L, 2L, 3L, 2L, 3L, 4L, 2L, 2L, 5L, 2L, 2L, 2L, 2L, 1L,
## 2L, 2L, 3L, 1L, 1L, 3L, 2L, 1L, 2L, 2L, 4L, 4L, 1L, 3L, 2L,
## 4L, 2L, 1L, 2L, 1L, 2L, 2L, 4L, 1L, 1L, 1L, 2L, 3L, 4L, 2L,
## 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 2L,
## 2L, 5L, 3L, 1L, 3L, 2L, 2L, 3L, 2L, 2L, 1L, 3L, 2L, 2L, 2L,
## 1L, 2L, 1L, 3L, 2L, 2L, 2L, 5L, 5L, 2L, 4L, 3L, 4L, 1L, 2L,
## 2L, 2L, 2L, 1L, 1L, 3L, 2L, 3L, 2L, 3L, 2L, 2L, 2L, 2L, 1L,
## 3L, 1L, 2L, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_5 = c(1L,
## 3L, 2L, 1L, 5L, 3L, 4L, 5L, 1L, 4L, 1L, 3L, 1L, 2L, 1L, 1L,
## 1L, 1L, 1L, 3L, 2L, 5L, 1L, 2L, 1L, 2L, 5L, 1L, 1L, 1L, 1L,
## 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L,
## 1L, 1L, 1L, 1L, 4L, 1L, 3L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L,
## 1L, 1L, 3L, 1L, 1L, 5L, 3L, 1L, 1L, 4L, 2L, 4L, 2L, 1L, 3L,
## 2L, 4L, 3L, 3L, 1L, 1L, 2L, 1L, 3L, 2L, 1L, 1L, 2L, 1L, 1L,
## 1L, 1L, 2L, 1L, 5L, 5L, 3L, 5L, 3L, 1L, 1L, 4L, 1L, 1L, 1L,
## 3L, 3L, 3L, 1L, 1L, 1L, 1L, 4L, 2L, 5L, 1L, 1L, 1L, 1L, 1L,
## 2L, 1L, 1L, 4L, 1L, 5L, 5L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L,
## 1L, 1L, 1L, 1L, 3L, 1L, 5L, 1L, NA, 1L, 1L, 1L, 3L, NA, NA,
## NA, 1L, 2L, 1L, NA, NA, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L,
## 1L, 1L, 1L, 1L, NA, 2L, NA, 1L, 1L, 1L, 1L, 1L, 5L, 3L, 1L,
## 1L, 5L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 5L, 1L, 4L,
## 1L, 1L, 2L, 3L, 1L, 2L, 1L, 1L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, 1L,
## 1L, 3L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 3L, NA, NA, NA, 1L,
## 5L, 2L, NA, 2L, 4L, 2L, 1L, NA, NA, NA, NA, NA, 4L, 2L, NA,
## NA, NA, NA, 1L, NA, 1L, NA, 1L, NA, NA, 1L, NA, 2L, 1L, 1L,
## 1L, 1L, 1L, NA, 1L, 1L, 1L, NA, NA, 1L, 1L, NA, NA, 3L, 1L,
## 2L, 1L, 1L, NA, 2L, 3L, 1L, NA, 3L, 4L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 3L, NA, NA, 1L, 3L, NA, NA, 1L, NA, NA, NA,
## NA, 1L, 2L, NA, 2L, NA, NA, 1L, NA, 1L, 2L, NA, 1L, NA, NA,
## NA, 2L, 1L, NA, NA, 2L, NA, 1L, NA, 2L, NA, NA, 4L, NA, 1L,
## 2L, NA, 1L, NA, NA, NA, 1L, NA, NA, NA, NA, NA, 1L, 3L, 2L,
## NA, 2L, 1L, 1L, NA, 1L, NA, 2L, 1L, NA, 1L, NA, NA, NA, 1L,
## NA, 2L, 2L, NA, 2L, 2L, NA, NA, 1L, 1L, 1L, 2L, 3L, 1L, 1L,
## 2L, NA, NA, NA, NA, 1L, NA, NA, 1L, 1L, NA, NA, 4L, 2L, 1L,
## 2L, NA, NA, NA, 1L, NA, 2L, NA, NA, 2L, NA, 1L, NA, NA, 4L,
## 1L, 1L, 3L, 1L, NA, 3L, NA, 2L, 1L, 1L, NA, 1L, 1L, 3L, 1L,
## NA, NA, NA, NA, 1L, 1L, NA, NA, NA, 1L, 3L, NA, 1L, NA, 1L,
## 3L, NA, 1L, NA, 4L, 1L, NA, 4L, 1L, NA, NA, 1L, NA, 1L, 1L,
## NA, NA, 4L, 1L, 3L, NA, 3L, 2L, 1L, NA, 4L, NA, NA, NA, 3L,
## NA, NA, 1L, NA, 2L, 2L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA, NA, 5L, 1L,
## NA, NA, NA, 2L, 2L, NA, NA, 1L, 1L, 1L, 1L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 1L, 2L, 1L,
## 3L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 1L, NA, 3L, NA, 1L, 5L, 4L, 2L, 3L, 1L, 5L,
## NA, NA, NA, NA, NA, 3L, 2L, 2L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 1L, NA, NA, NA, NA, 1L, NA, NA, 1L, NA, 2L, NA, NA,
## NA, NA, NA, 2L, NA, 1L, 2L, NA, NA, 1L, 2L, NA, NA, 1L, 2L,
## 1L, NA, NA, 3L, NA, 2L, NA, 1L, 1L, 4L, 3L, 4L, 2L, 5L, 1L,
## 5L, 1L, 4L, 1L, 4L, 1L, 1L, 2L, 1L, 3L, 1L, 2L, 1L, 1L, 3L,
## 4L, 3L, 3L, 2L, 1L, 2L, 1L, 4L, 2L, 1L, 3L, 1L, 3L, 1L, 1L,
## 3L, 3L, 1L, 1L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 1L, 3L, 3L, 2L, 2L, 3L, 2L, 2L, 1L, 1L, 3L, 1L,
## 2L, 2L, 4L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 3L,
## 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L,
## 3L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, NA, 1L, 1L, 3L, 1L, 3L, 2L,
## 4L, 1L, 1L, 3L, 1L, 1L, 1L, 1L, 1L, 1L, NA, 2L, 1L, 1L, 1L,
## 1L, 1L, 3L, NA, 1L, 3L, 3L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 4L,
## 4L, 2L, 2L, 1L, 1L, 3L, 3L, 1L, 1L, 1L, 1L, 3L, 2L, 3L, 2L,
## 3L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, NA, 2L, 2L, 2L, 3L, 3L,
## NA, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 3L, 2L, 2L,
## 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, NA, 3L, 1L,
## 1L, NA, 1L, 1L, 1L, 4L, 3L, 2L, 1L, 2L, 3L, 2L, 1L, 2L, 4L,
## 1L, 2L, 1L, 1L, 4L, 1L, 5L, NA, NA, NA, NA, NA, 4L, 4L, 5L,
## 5L, 2L, 3L, 1L, 2L, 1L, 1L, 3L, 4L, 1L, 4L, 1L, 1L, 3L, 1L,
## 1L, 1L, 3L, 2L, 4L, NA, NA, 3L, 2L, 1L, 2L, 1L, 1L, 1L, 2L,
## 3L, 1L, 3L, 2L, 4L, 2L, 3L, 1L, 2L, 3L, NA, 1L, 1L, 1L, 1L,
## 5L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 3L, 2L, 2L,
## 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L,
## 2L, 2L, 1L, 3L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 3L, 1L, 1L, 2L,
## 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 3L, 1L, 1L, 2L,
## 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, NA, NA, NA, 1L, 1L, 1L, NA, NA, 1L, NA, 1L, NA, NA, NA,
## NA, 1L, NA, NA, 1L, NA, 1L, NA, NA, 1L, 1L, 1L, 1L, 2L, 2L,
## 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 3L, 1L,
## 1L, 1L, 1L, 1L, 3L, 1L, 2L, 3L, 4L, 1L, 3L, 1L, 1L, 1L, 1L,
## 1L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 3L, 1L, 2L, 2L, 1L, 1L,
## 1L, 1L, 1L, 3L, 1L, 1L, 4L, 2L, 1L, 3L, 2L, 1L, 2L, 1L, 1L,
## 1L, 1L, 2L, 1L, 1L, 1L, 1L, 3L, 1L, 4L, 2L, 1L, 1L, 1L, 2L,
## 1L, 2L, 1L, 2L, 2L, 2L, 1L, 5L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 3L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L,
## 1L, 2L, 1L, 1L, 4L, 3L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L,
## 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 4L, 1L, 1L,
## 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L,
## 1L, 1L, 1L, 1L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_6 = c(2L,
## 2L, 4L, 2L, 5L, 3L, 4L, 3L, 1L, 4L, 2L, 3L, 4L, 2L, 2L, 1L,
## 3L, 3L, 2L, 3L, 2L, 5L, 3L, 3L, 4L, 4L, 5L, 3L, 2L, 1L, 1L,
## 2L, 2L, 3L, 2L, 4L, 4L, 2L, 1L, 4L, 2L, 2L, 4L, 2L, 4L, 3L,
## 2L, 4L, 2L, 1L, 4L, 3L, 5L, 2L, 1L, 5L, 3L, 3L, 1L, 2L, 4L,
## 2L, 3L, 3L, 1L, 3L, 3L, 1L, 4L, 3L, 5L, 3L, 1L, 2L, 3L, 3L,
## 2L, 3L, 3L, 3L, 2L, 4L, 1L, 1L, 3L, 4L, 3L, 3L, 2L, 3L, 2L,
## 4L, 2L, 4L, 2L, 5L, 4L, 3L, 5L, 3L, 4L, 3L, 3L, 3L, 2L, 2L,
## 3L, 3L, 3L, 3L, 2L, 2L, 2L, 3L, 3L, 5L, 1L, 1L, 4L, 2L, 1L,
## 1L, 1L, 2L, 3L, 1L, 5L, 5L, 3L, 4L, 1L, 2L, 3L, 3L, 1L, 2L,
## 1L, 2L, 4L, 1L, 2L, 1L, 3L, 2L, NA, 1L, 1L, 1L, 2L, NA, NA,
## NA, 1L, 2L, 1L, NA, NA, 4L, 4L, 1L, 1L, 1L, 1L, 2L, 3L, 2L,
## 1L, 2L, 3L, 1L, NA, 1L, NA, 1L, 1L, 1L, 1L, 2L, 5L, 1L, 1L,
## 1L, 5L, 1L, 4L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 3L, 3L, 2L, 3L,
## 1L, 2L, 2L, 1L, 3L, 3L, 1L, 3L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, 2L,
## 3L, 1L, 4L, 1L, 1L, 1L, 2L, 2L, 1L, 3L, 1L, NA, NA, NA, 1L,
## 1L, 3L, NA, 2L, 4L, 2L, 1L, NA, NA, NA, NA, NA, 2L, 2L, NA,
## NA, NA, NA, 1L, NA, 1L, NA, 4L, NA, NA, 2L, NA, 2L, 2L, 2L,
## 4L, 1L, 1L, NA, 1L, 2L, 1L, NA, NA, 2L, 4L, NA, NA, 4L, 1L,
## 2L, 4L, 2L, NA, 3L, 2L, 3L, NA, 1L, 3L, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 4L, NA, NA, 1L, 4L, NA, NA, 2L, NA, NA, NA,
## NA, 2L, 3L, NA, 4L, NA, NA, 4L, NA, 1L, 3L, NA, 4L, NA, NA,
## NA, 3L, 1L, NA, NA, 2L, NA, 2L, NA, 1L, NA, NA, 2L, NA, 1L,
## 4L, NA, 1L, NA, NA, NA, 1L, NA, NA, NA, NA, NA, 1L, 1L, 2L,
## NA, 4L, 2L, 2L, NA, 2L, NA, 2L, 5L, NA, 4L, NA, NA, NA, 5L,
## NA, 2L, 2L, NA, 2L, 1L, NA, NA, 2L, 2L, 3L, 1L, 1L, 1L, 2L,
## 2L, NA, NA, NA, NA, 2L, NA, NA, 3L, 1L, NA, NA, 2L, 3L, 1L,
## 1L, NA, NA, NA, 3L, NA, 4L, NA, NA, 3L, NA, 1L, NA, NA, 1L,
## 4L, 2L, 1L, 3L, NA, 5L, NA, 2L, 5L, 2L, NA, 3L, 2L, 3L, 4L,
## NA, NA, NA, NA, 1L, 1L, NA, NA, NA, 2L, 1L, NA, 1L, NA, 2L,
## 1L, NA, 2L, NA, 2L, 1L, NA, 4L, 3L, NA, NA, 1L, NA, 3L, 2L,
## NA, NA, 2L, 4L, 4L, NA, 2L, 4L, 1L, NA, 2L, NA, NA, NA, 3L,
## NA, NA, 1L, NA, 3L, 4L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA, NA, 3L, 2L,
## NA, NA, NA, 2L, 1L, NA, NA, 1L, 1L, 1L, 3L, 1L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 4L, 2L, 1L,
## 3L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 1L, NA, 2L, NA, 2L, 5L, 3L, 3L, 4L, 1L, 3L,
## NA, NA, NA, NA, NA, 4L, 2L, 2L, NA, NA, NA, NA, NA, NA, 2L,
## NA, NA, 3L, NA, NA, NA, NA, 2L, NA, NA, 3L, NA, 2L, NA, NA,
## NA, NA, NA, 1L, NA, 2L, 4L, NA, NA, 3L, 3L, NA, NA, 1L, 2L,
## 1L, NA, NA, 3L, NA, 3L, NA, 2L, 1L, 4L, 3L, 1L, 1L, 2L, 1L,
## 3L, 2L, 1L, 3L, 4L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 3L, 2L, 2L,
## 1L, 3L, 3L, 1L, 2L, 2L, 2L, 4L, 4L, 2L, 3L, 3L, 2L, 2L, 2L,
## 2L, 2L, 1L, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 2L, 1L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 1L, 1L, 3L, 2L,
## 2L, 1L, 4L, 1L, 2L, 4L, 1L, 2L, 2L, 3L, 3L, 3L, 2L, 3L, 3L,
## 1L, 1L, 3L, 2L, 3L, 2L, 3L, 3L, 3L, 1L, 2L, 2L, 1L, 3L, 3L,
## 4L, 5L, 2L, 2L, 2L, 2L, 2L, 3L, NA, 1L, 5L, 3L, 1L, 3L, 2L,
## 1L, 1L, 1L, 3L, 3L, 1L, 1L, 2L, 1L, 2L, NA, 1L, 1L, 2L, 3L,
## 3L, 1L, 3L, NA, 2L, 3L, 3L, 2L, 1L, 2L, 2L, 3L, 1L, 2L, 4L,
## 4L, 1L, 3L, 1L, 1L, 1L, 2L, 1L, 2L, 4L, 2L, 3L, 2L, 3L, 2L,
## 2L, 2L, 1L, 3L, 3L, 2L, 1L, 2L, 1L, NA, 1L, 2L, 1L, 3L, 3L,
## NA, 2L, 3L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 4L, 3L, 2L,
## 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 4L, 2L, NA, 2L, 2L,
## 1L, NA, 1L, 3L, 4L, 3L, 3L, 3L, 1L, 2L, 1L, 2L, 1L, 2L, 1L,
## 1L, 3L, 1L, 1L, 4L, 1L, 5L, NA, NA, NA, NA, NA, 3L, 3L, 5L,
## 5L, 2L, 3L, 1L, 2L, 1L, 1L, 3L, 3L, 2L, 3L, 3L, 1L, 2L, 2L,
## 3L, 1L, 2L, 2L, 2L, NA, NA, 3L, 2L, 1L, 2L, 1L, 1L, 2L, 1L,
## 4L, 1L, 3L, 1L, 4L, 2L, 3L, 1L, 2L, 4L, NA, 1L, 1L, 2L, 3L,
## 1L, 3L, 2L, 2L, 4L, 2L, 2L, 4L, 1L, 2L, 1L, 1L, 2L, 3L, 1L,
## 2L, 2L, 4L, 3L, 3L, 2L, 1L, 2L, 2L, 1L, 3L, 4L, 1L, 2L, 2L,
## 3L, 2L, 3L, 3L, 5L, 5L, 4L, 4L, 2L, 2L, 2L, 5L, 2L, 4L, 2L,
## 1L, 1L, 4L, 3L, 3L, 1L, 2L, 1L, 1L, 1L, 2L, 4L, 2L, 2L, 3L,
## 2L, 2L, 5L, 1L, 1L, 3L, 2L, 3L, 2L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, 1L, NA, 1L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 1L, 1L, 2L, 3L, 3L,
## 2L, 3L, 3L, 2L, 2L, 3L, 1L, 1L, 3L, 3L, 2L, 2L, 2L, 5L, 2L,
## 2L, 3L, 5L, 1L, 3L, 1L, 2L, 3L, 1L, 1L, 3L, 1L, 1L, 1L, 3L,
## 2L, 4L, 1L, 1L, 3L, 2L, 2L, 1L, 1L, 3L, 3L, 2L, 2L, 1L, 2L,
## 1L, 1L, 4L, 3L, 2L, 2L, 1L, 2L, 3L, 2L, 3L, 3L, 2L, 2L, 3L,
## 3L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 3L, 1L, 4L, 2L, 2L, 2L,
## 2L, 3L, 1L, 1L, 1L, 4L, 3L, 4L, 2L, 1L, 2L, 2L, 3L, 2L, 1L,
## 3L, 1L, 1L, 2L, 2L, 2L, 2L, 3L, 2L, 4L, 2L, 2L, 1L, 1L, 2L,
## 2L, 2L, 3L, 2L, 3L, 3L, 1L, 3L, 2L, 3L, 1L, 2L, 1L, 2L, 2L,
## 2L, 3L, 2L, 1L, 2L, 2L, 1L, 3L, 1L, 2L, 2L, 4L, 4L, 2L, 1L,
## 2L, 2L, 3L, 2L, 2L, 3L, 2L, 4L, 2L, 4L, 2L, 3L, 2L, 2L, 2L,
## 2L, 3L, 1L, 3L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_7 = c(1L,
## 4L, 4L, 2L, 5L, 3L, 3L, 3L, 5L, 4L, 2L, 3L, 2L, 2L, 2L, 3L,
## 2L, 3L, 1L, 3L, 2L, 5L, 3L, 3L, 3L, 2L, 1L, 3L, 3L, 2L, 3L,
## 4L, 5L, 4L, 3L, 3L, 5L, 2L, 5L, 2L, 2L, 3L, 5L, 4L, 3L, 1L,
## 4L, 5L, 4L, 3L, 4L, 3L, 3L, 3L, 1L, 2L, 4L, 3L, 3L, 2L, 4L,
## 2L, 3L, 3L, 4L, 2L, 4L, 1L, 3L, 2L, 2L, 3L, 4L, 4L, 2L, 3L,
## 5L, 3L, 3L, 3L, 3L, 1L, 1L, 4L, 3L, 4L, 3L, 3L, 5L, 4L, 5L,
## 4L, 3L, 4L, 2L, 5L, 2L, 3L, 5L, 3L, 4L, 2L, 2L, 3L, 2L, 3L,
## 3L, 3L, 3L, 3L, 5L, 4L, 2L, 3L, 4L, 5L, 1L, 3L, 3L, 4L, 5L,
## 3L, 3L, 5L, 2L, 1L, 1L, 1L, 3L, 3L, 4L, 3L, 4L, 4L, 5L, 4L,
## 5L, 5L, 4L, 4L, 4L, 5L, 2L, 4L, NA, 4L, 3L, 2L, 3L, NA, NA,
## NA, 5L, 4L, 4L, NA, NA, 2L, 2L, 3L, 4L, 3L, 4L, 3L, 4L, 1L,
## 4L, 5L, 3L, 5L, NA, 5L, NA, 2L, 3L, 3L, 5L, 3L, 5L, 3L, 2L,
## 1L, 4L, 5L, 1L, 4L, 3L, 2L, 4L, 4L, 2L, 4L, 3L, 4L, 2L, 3L,
## 3L, 1L, 4L, 1L, 4L, 2L, 2L, 3L, 2L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, 5L,
## 1L, 4L, 4L, 3L, 5L, 4L, 5L, 5L, 5L, 5L, 3L, NA, NA, NA, 3L,
## 1L, 4L, NA, 1L, 2L, 2L, 2L, NA, NA, NA, NA, NA, 3L, 1L, NA,
## NA, NA, NA, 4L, NA, 3L, NA, 2L, NA, NA, 2L, NA, 1L, 2L, 1L,
## 1L, 4L, 4L, NA, 1L, 5L, 2L, NA, NA, 3L, 3L, NA, NA, 4L, 1L,
## 1L, 4L, 5L, NA, 4L, 4L, 4L, NA, 2L, 3L, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 1L, NA, NA, 5L, 2L, NA, NA, 4L, NA, NA, NA,
## NA, 2L, 2L, NA, 4L, NA, NA, 2L, NA, 2L, 2L, NA, 3L, NA, NA,
## NA, 2L, 2L, NA, NA, 2L, NA, 4L, NA, 2L, NA, NA, 2L, NA, 2L,
## 3L, NA, 3L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 1L, 2L, 4L,
## NA, 3L, 5L, 1L, NA, 5L, NA, 1L, 5L, NA, 2L, NA, NA, NA, 4L,
## NA, 3L, 1L, NA, 4L, 1L, NA, NA, 4L, 2L, 3L, 2L, 3L, 3L, 2L,
## 2L, NA, NA, NA, NA, 3L, NA, NA, 5L, 2L, NA, NA, 5L, 1L, 3L,
## 3L, NA, NA, NA, 4L, NA, 2L, NA, NA, 4L, NA, 3L, NA, NA, 1L,
## 2L, 3L, 3L, 2L, NA, 4L, NA, 2L, 1L, 4L, NA, 2L, 1L, 2L, 4L,
## NA, NA, NA, NA, 4L, 3L, NA, NA, NA, 4L, 3L, NA, 2L, NA, 3L,
## 2L, NA, 3L, NA, 3L, 4L, NA, 2L, 4L, NA, NA, 4L, NA, 1L, 4L,
## NA, NA, 3L, 1L, 3L, NA, 4L, 3L, 1L, NA, 2L, NA, NA, NA, 3L,
## NA, NA, 2L, NA, 4L, 4L, NA, NA, NA, 2L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, 3L, 4L,
## NA, NA, NA, 3L, 3L, NA, NA, 5L, 2L, 5L, 4L, 5L, 2L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 4L, 3L, 3L,
## 3L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 2L, NA, 2L, NA, 4L, 5L, 3L, 2L, 5L, 2L, 3L,
## NA, NA, NA, NA, NA, 2L, 3L, 3L, NA, NA, NA, NA, NA, NA, 4L,
## NA, NA, 2L, NA, NA, NA, NA, 3L, NA, NA, 2L, NA, 1L, NA, NA,
## NA, NA, NA, 2L, NA, 3L, 4L, NA, NA, 3L, 3L, NA, NA, 1L, 3L,
## 4L, NA, NA, 3L, NA, 4L, NA, 3L, 2L, 4L, 3L, 5L, 4L, 2L, 2L,
## 2L, 4L, 4L, 4L, 4L, 1L, 4L, 2L, 3L, 4L, 2L, 4L, 3L, 5L, 2L,
## 2L, 1L, 4L, 2L, 3L, 3L, 3L, 4L, 4L, 2L, 3L, 3L, 3L, 5L, 5L,
## 4L, 4L, 5L, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 4L, 1L, 5L, 3L, 4L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 2L,
## 2L, 1L, 4L, 4L, 3L, 1L, 1L, 1L, 4L, 2L, 1L, 3L, 4L, 1L, 3L,
## 3L, 4L, 3L, 3L, 3L, 4L, 4L, 2L, 2L, 5L, 4L, 4L, 3L, 3L, 2L,
## 5L, 5L, 1L, 2L, 5L, 3L, 1L, 3L, NA, 4L, 1L, 4L, 2L, 5L, 4L,
## 3L, 3L, 3L, 5L, 2L, 1L, 2L, 2L, 2L, 1L, NA, 3L, 2L, 2L, 2L,
## 2L, 3L, 1L, NA, 1L, 3L, 3L, 2L, 5L, 5L, 5L, 1L, 3L, 4L, 4L,
## 4L, 5L, 2L, 1L, 2L, 2L, 2L, 3L, 2L, 3L, 2L, 3L, 3L, 2L, 2L,
## 3L, 4L, 1L, 3L, 5L, 4L, 3L, 3L, 2L, NA, 4L, 1L, 3L, 3L, 3L,
## NA, 2L, 1L, 4L, 5L, 2L, 4L, 3L, 4L, 3L, 4L, 3L, 5L, 3L, 2L,
## 4L, 3L, 1L, 1L, 3L, 3L, 4L, 2L, 3L, 5L, 1L, 3L, NA, 3L, 3L,
## 2L, NA, 5L, 3L, 5L, 3L, 3L, 2L, 2L, 4L, 2L, 2L, 2L, 3L, 3L,
## 2L, 3L, 2L, 2L, 4L, 2L, 5L, NA, NA, NA, NA, NA, 3L, 3L, 5L,
## 3L, 2L, 3L, 2L, 3L, 1L, 1L, 3L, 4L, 3L, 2L, 2L, 4L, 3L, 2L,
## 4L, 3L, 3L, 2L, 1L, NA, NA, 3L, 2L, 1L, 3L, 5L, 1L, 4L, 3L,
## 3L, 1L, 2L, 2L, 3L, 3L, 3L, 3L, 2L, 4L, NA, 3L, 5L, 4L, 4L,
## 3L, 4L, 3L, 2L, 5L, 3L, 5L, 4L, 3L, 4L, 3L, 5L, 4L, 3L, 2L,
## 3L, 5L, 2L, 3L, 5L, 3L, 3L, 3L, 5L, 4L, 3L, 3L, 2L, 5L, 3L,
## 5L, 4L, 5L, 3L, 4L, 2L, 2L, 3L, 3L, 2L, 2L, 3L, 5L, 5L, 4L,
## 3L, 4L, 5L, 4L, 4L, 4L, 4L, 2L, 3L, 2L, 4L, 3L, 3L, 3L, 3L,
## 3L, 3L, 3L, 2L, 5L, 4L, 4L, 5L, 3L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 4L, 3L, 3L, 3L,
## 4L, 4L, 2L, 4L, 4L, 2L, 5L, 3L, 2L, 3L, 2L, 5L, 3L, 5L, 1L,
## 1L, 3L, 1L, 2L, 5L, 4L, 4L, 4L, 3L, 3L, 5L, 1L, 3L, 2L, 2L,
## 2L, 5L, 2L, 3L, 2L, 2L, 1L, 2L, 3L, 1L, 2L, 2L, 5L, 3L, 3L,
## 4L, 3L, 3L, 3L, 2L, 2L, 3L, 4L, 4L, 2L, 3L, 4L, 5L, 3L, 5L,
## 5L, 3L, 2L, 5L, 4L, 1L, 4L, 2L, 4L, 3L, 2L, 2L, 3L, 4L, 3L,
## 2L, 3L, 5L, 2L, 3L, 4L, 4L, 2L, 5L, 4L, 2L, 4L, 3L, 4L, 4L,
## 4L, 4L, 4L, 4L, 5L, 1L, 5L, 3L, 3L, 2L, 4L, 4L, 2L, 2L, 4L,
## 3L, 1L, 3L, 4L, 2L, 3L, 2L, 3L, 2L, 5L, 3L, 4L, 2L, 3L, 3L,
## 5L, 5L, 1L, 3L, 3L, 4L, 2L, 1L, 4L, 4L, 2L, 2L, 3L, 4L, 4L,
## 3L, 4L, 4L, 4L, 2L, 5L, 4L, 4L, 4L, 4L, 3L, 4L, 3L, 3L, 5L,
## 3L, 5L, 3L, 4L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_8 = c(3L,
## 1L, 2L, 4L, 5L, 3L, 3L, 2L, 1L, 4L, 2L, 3L, 4L, 2L, 5L, 4L,
## 1L, 4L, 2L, 3L, 4L, 5L, 2L, 3L, 1L, 2L, 1L, 3L, 3L, 3L, 1L,
## 2L, 4L, 2L, 3L, 2L, 4L, 3L, 2L, 1L, 3L, 4L, 2L, 2L, 3L, 1L,
## 3L, 3L, 3L, 1L, 4L, 3L, 2L, 3L, 1L, 3L, 3L, 2L, 2L, 2L, 3L,
## 1L, 2L, 3L, 5L, 4L, 5L, 3L, 2L, 1L, 1L, 1L, 4L, 3L, 2L, 3L,
## 4L, 3L, 3L, 3L, 1L, 3L, 2L, 1L, 4L, 1L, 1L, 4L, 2L, 4L, 3L,
## 2L, 1L, 3L, 5L, 5L, 3L, 3L, 5L, 3L, 2L, 3L, 5L, 3L, 1L, 4L,
## 3L, 3L, 3L, 5L, 3L, 1L, 3L, 5L, 3L, 5L, 3L, 5L, 3L, 3L, 2L,
## 2L, 2L, 2L, 5L, 1L, 5L, 5L, 4L, 1L, 3L, 1L, 2L, 4L, 2L, 1L,
## 2L, 4L, 2L, 1L, 2L, 3L, 1L, 5L, NA, 2L, 1L, 5L, 3L, NA, NA,
## NA, 1L, 4L, 4L, NA, NA, 4L, 4L, 1L, 1L, 3L, 2L, 1L, 2L, 4L,
## 5L, 1L, 1L, 2L, NA, 3L, NA, 1L, 4L, 2L, 1L, 3L, 5L, 3L, 4L,
## 2L, 5L, 1L, 4L, 2L, 2L, 4L, 2L, 2L, 1L, 3L, 2L, 4L, 3L, 4L,
## 1L, 2L, 1L, 3L, 2L, 4L, 3L, 2L, 1L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, 1L,
## 2L, 2L, 4L, 2L, 1L, 3L, 3L, 2L, 4L, 1L, 3L, NA, NA, NA, 5L,
## 5L, 4L, NA, 1L, 3L, 1L, 3L, NA, NA, NA, NA, NA, 4L, 5L, NA,
## NA, NA, NA, 2L, NA, 4L, NA, 4L, NA, NA, 5L, NA, 4L, 2L, 1L,
## 4L, 4L, 3L, NA, 5L, 1L, 4L, NA, NA, 1L, 5L, NA, NA, 3L, 1L,
## 4L, 5L, 1L, NA, 2L, 4L, 2L, NA, 3L, 4L, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 4L, NA, NA, 4L, 2L, NA, NA, 1L, NA, NA, NA,
## NA, 3L, 5L, NA, 2L, NA, NA, 4L, NA, 3L, 5L, NA, 4L, NA, NA,
## NA, 4L, 3L, NA, NA, 4L, NA, 4L, NA, 3L, NA, NA, 4L, NA, 4L,
## 2L, NA, 1L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 4L, 1L, 5L,
## NA, 4L, 4L, 1L, NA, 2L, NA, 4L, 1L, NA, 3L, NA, NA, NA, 4L,
## NA, 3L, 4L, NA, 1L, 1L, NA, NA, 1L, 4L, 4L, 2L, 5L, 2L, 4L,
## 4L, NA, NA, NA, NA, 4L, NA, NA, 1L, 4L, NA, NA, 2L, 3L, 3L,
## 3L, NA, NA, NA, 2L, NA, 4L, NA, NA, 4L, NA, 3L, NA, NA, 5L,
## 3L, 2L, 2L, 2L, NA, 4L, NA, 2L, 2L, 2L, NA, 3L, 5L, 5L, 3L,
## NA, NA, NA, NA, 2L, 5L, NA, NA, NA, 2L, 5L, NA, 1L, NA, 4L,
## 4L, NA, 2L, NA, 3L, 2L, NA, 5L, 1L, NA, NA, 3L, NA, 1L, 4L,
## NA, NA, 4L, 2L, 4L, NA, 3L, 1L, 3L, NA, 2L, NA, NA, NA, 3L,
## NA, NA, 3L, NA, 1L, 3L, NA, NA, NA, 1L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA, NA, 2L, 1L,
## NA, NA, NA, 3L, 4L, NA, NA, 2L, 1L, 1L, 1L, 3L, 4L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 1L, 5L, 3L,
## 3L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 2L, NA, 2L, 5L, 3L, 5L, 4L, 2L, 1L,
## NA, NA, NA, NA, NA, 1L, 3L, 1L, NA, NA, NA, NA, NA, NA, 4L,
## NA, NA, 3L, NA, NA, NA, NA, 3L, NA, NA, 1L, NA, 5L, NA, NA,
## NA, NA, NA, 3L, NA, 5L, 3L, NA, NA, 2L, 4L, NA, NA, 5L, 3L,
## 4L, NA, NA, 3L, NA, 3L, NA, 1L, 3L, 4L, 4L, 1L, 4L, 4L, 1L,
## 2L, 1L, 1L, 2L, 4L, 1L, 3L, 4L, 1L, 4L, 3L, 4L, 1L, 2L, 4L,
## 4L, 4L, 4L, 1L, 1L, 4L, 4L, 4L, 2L, 4L, 3L, 5L, 3L, 3L, 1L,
## 4L, 4L, 4L, 1L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 4L, 2L, 1L, 5L, 2L, 3L, 3L, 1L, 4L, 2L, 3L, 3L, 4L,
## 3L, 2L, 4L, 2L, 2L, 3L, 1L, 1L, 1L, 4L, 2L, 3L, 1L, 5L, 3L,
## 5L, 1L, 2L, 1L, 3L, 2L, 2L, 1L, 2L, 1L, 5L, 2L, 4L, 3L, 4L,
## 5L, 4L, 2L, 4L, 2L, 1L, 4L, 1L, NA, 4L, 5L, 5L, 4L, 3L, 2L,
## 1L, 5L, 1L, 3L, 5L, 3L, 5L, 3L, 4L, 5L, NA, 2L, 2L, 3L, 5L,
## 3L, 4L, 1L, NA, 2L, 3L, 3L, 2L, 5L, 1L, 1L, 2L, 2L, 2L, 4L,
## 4L, 3L, 4L, 1L, 2L, 3L, 3L, 3L, 1L, 3L, 4L, 3L, 4L, 4L, 5L,
## 4L, 2L, 1L, 1L, 1L, 1L, 4L, 4L, 3L, NA, 1L, 4L, 5L, 2L, 3L,
## NA, 2L, 1L, 1L, 1L, 3L, 4L, 5L, 1L, 4L, 1L, 1L, 5L, 3L, 2L,
## 1L, 3L, 1L, 1L, 2L, 1L, 3L, 1L, 3L, 3L, 1L, 3L, NA, 2L, 1L,
## 2L, NA, 3L, 3L, 1L, 4L, 2L, 5L, 2L, 2L, 5L, 2L, 1L, 5L, 5L,
## 2L, 3L, 1L, 1L, 5L, 3L, 5L, NA, NA, NA, NA, NA, 5L, 4L, 5L,
## 3L, 4L, 3L, 1L, 2L, 5L, 2L, 3L, 4L, 1L, 3L, 1L, 2L, 3L, 5L,
## 4L, 4L, 3L, 2L, 3L, NA, NA, 3L, 2L, 1L, 2L, 2L, 4L, 2L, 2L,
## 4L, 1L, 4L, 5L, 3L, 1L, 4L, 4L, 3L, 3L, NA, 4L, 2L, 2L, 2L,
## 5L, 5L, 1L, 3L, 2L, 1L, 4L, 3L, 2L, 2L, 5L, 1L, 5L, 2L, 4L,
## 2L, 2L, 4L, 2L, 2L, 2L, 3L, 2L, 1L, 4L, 1L, 4L, 1L, 1L, 2L,
## 4L, 2L, 4L, 3L, 1L, 5L, 4L, 2L, 1L, 2L, 3L, 4L, 1L, 3L, 4L,
## 4L, 1L, 2L, 3L, 5L, 4L, 2L, 3L, 1L, 5L, 1L, 2L, 2L, 1L, 3L,
## 2L, 1L, 1L, 2L, 1L, 3L, 4L, 2L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, 1L, NA, 1L, NA, NA, NA, NA, 1L,
## NA, NA, NA, NA, 1L, 1L, 1L, 1L, NA, NA, NA, 1L, 1L, 1L, 1L,
## 1L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 1L, 1L, 3L, 2L,
## 2L, 2L, 2L, 5L, 2L, 1L, 1L, 4L, 4L, 3L, 4L, 2L, 1L, 4L, 2L,
## 4L, 1L, 5L, 4L, 3L, 4L, 2L, 5L, 1L, 5L, 3L, 3L, 1L, 5L, 5L,
## 3L, 5L, 4L, 2L, 3L, 3L, 5L, 2L, 4L, 1L, 5L, 1L, 2L, 4L, 1L,
## 2L, 5L, 2L, 3L, 2L, 4L, 2L, 1L, 2L, 3L, 4L, 4L, 2L, 2L, 3L,
## 4L, 1L, 3L, 3L, 1L, 2L, 2L, 5L, 2L, 1L, 5L, 4L, 1L, 2L, 2L,
## 4L, 4L, 2L, 2L, 4L, 3L, 2L, 3L, 3L, 2L, 2L, 4L, 3L, 5L, 3L,
## 1L, 1L, 2L, 4L, 2L, 4L, 4L, 1L, 2L, 2L, 3L, 3L, 2L, 3L, 2L,
## 2L, 2L, 2L, 2L, 4L, 3L, 1L, 3L, 2L, 3L, 1L, 3L, 3L, 4L, 2L,
## 2L, 3L, 2L, 2L, 2L, 3L, 2L, 1L, 2L, 4L, 4L, 3L, 4L, 4L, 2L,
## 3L, 2L, 2L, 2L, 2L, 2L, 4L, 1L, 2L, 2L, 1L, 2L, 4L, 1L, 3L,
## 3L, 3L, 3L, 2L, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_9 = c(4L,
## 2L, 4L, 3L, 5L, 3L, 4L, 4L, 5L, 4L, 3L, 3L, 2L, 2L, 4L, 3L,
## 1L, 2L, 2L, 3L, 2L, 4L, 3L, 3L, 4L, 3L, 1L, 3L, 2L, 4L, 1L,
## 5L, 4L, 5L, 4L, 3L, 3L, 1L, 3L, 4L, 2L, 3L, 5L, 2L, 3L, 2L,
## 2L, 3L, 4L, 3L, 4L, 3L, 3L, 3L, 1L, 3L, 2L, 4L, 3L, 2L, 4L,
## 2L, 3L, 3L, 3L, 3L, 2L, 1L, 4L, 2L, 2L, 3L, 4L, 4L, 3L, 3L,
## 5L, 3L, 3L, 3L, 3L, 1L, 5L, 2L, 3L, 4L, 4L, 4L, 4L, 4L, 5L,
## 2L, 3L, 4L, 2L, 5L, 3L, 3L, 5L, 3L, 4L, 2L, 4L, 3L, 1L, 4L,
## 3L, 3L, 3L, 3L, 3L, 3L, 2L, 2L, 3L, 5L, 2L, 3L, 2L, 5L, 5L,
## 3L, 4L, 1L, 4L, 2L, 1L, 1L, 4L, 4L, 5L, 2L, 3L, 4L, 5L, 3L,
## 5L, 4L, 3L, 5L, 3L, 5L, 4L, 5L, NA, 5L, 4L, 3L, 4L, NA, NA,
## NA, 5L, 4L, 3L, NA, NA, 4L, 3L, 2L, 4L, 4L, 4L, 4L, 2L, 2L,
## 4L, 5L, 3L, 5L, NA, 4L, NA, 5L, 3L, 1L, 5L, 2L, 5L, 3L, 3L,
## 4L, 5L, 5L, 1L, 2L, 2L, 3L, 5L, 2L, 4L, 3L, 3L, 3L, 2L, 4L,
## 3L, 5L, 2L, 2L, 4L, 2L, 3L, 3L, 1L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 5L,
## 3L, 4L, 4L, 4L, 5L, 4L, 5L, 5L, 5L, 5L, 4L, NA, NA, NA, 3L,
## 2L, 4L, NA, 2L, 2L, 4L, 5L, NA, NA, NA, NA, NA, 4L, 1L, NA,
## NA, NA, NA, 5L, NA, 3L, NA, 1L, NA, NA, 3L, NA, 2L, 2L, 1L,
## 1L, 5L, 3L, NA, 5L, 4L, 2L, NA, NA, 2L, 4L, NA, NA, 3L, 5L,
## 2L, 3L, 3L, NA, 4L, 5L, 4L, NA, 2L, 3L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 1L, NA, NA, 4L, 2L, NA, NA, 4L, NA, NA, NA,
## NA, 2L, 2L, NA, 3L, NA, NA, 2L, NA, 3L, 1L, NA, 3L, NA, NA,
## NA, 3L, 3L, NA, NA, 3L, NA, 4L, NA, 2L, NA, NA, 4L, NA, 1L,
## 4L, NA, 3L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 1L, 3L, 3L,
## NA, 2L, 5L, 3L, NA, 4L, NA, 2L, 4L, NA, 3L, NA, NA, NA, 4L,
## NA, 2L, 1L, NA, 5L, 1L, NA, NA, 4L, 2L, 5L, 3L, 2L, 4L, 3L,
## 2L, NA, NA, NA, NA, 3L, NA, NA, 5L, 4L, NA, NA, 4L, 1L, 5L,
## 2L, NA, NA, NA, 4L, NA, 3L, NA, NA, 3L, NA, 4L, NA, NA, 1L,
## 2L, 4L, 4L, 3L, NA, 1L, NA, 2L, 1L, 5L, NA, 4L, 2L, 2L, 4L,
## NA, NA, NA, NA, 4L, 4L, NA, NA, NA, 4L, 2L, NA, 3L, NA, 5L,
## 2L, NA, 5L, NA, 3L, 4L, NA, 1L, 4L, NA, NA, 3L, NA, 2L, 2L,
## NA, NA, 4L, 4L, 4L, NA, 5L, 5L, 1L, NA, 3L, NA, NA, NA, 3L,
## NA, NA, 4L, NA, 2L, 4L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA, NA, 3L, 5L,
## NA, NA, NA, 5L, 3L, NA, NA, 2L, 1L, 5L, 4L, 2L, 3L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 4L, 3L, 2L,
## 3L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 4L, NA, 5L, 5L, 3L, 2L, 4L, 2L, 1L,
## NA, NA, NA, NA, NA, 1L, 3L, 3L, NA, NA, NA, NA, NA, NA, 4L,
## NA, NA, 2L, NA, NA, NA, NA, 4L, NA, NA, 3L, NA, 1L, NA, NA,
## NA, NA, NA, 4L, NA, 2L, 4L, NA, NA, 3L, 3L, NA, NA, 5L, 3L,
## 4L, NA, NA, 3L, NA, 3L, NA, 3L, 2L, 4L, 2L, 5L, 5L, 2L, 4L,
## 2L, 3L, 5L, 3L, 4L, 5L, 4L, 5L, 4L, 4L, 3L, 2L, 2L, 4L, 2L,
## 1L, 4L, 1L, 1L, 4L, 4L, 3L, 4L, 3L, 2L, 3L, 3L, 3L, 4L, 4L,
## 2L, 4L, 3L, 3L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 4L, 4L, 4L, 4L, 2L, 3L, 3L, 3L, 3L, 4L, 3L, 3L, 3L,
## 1L, 1L, 4L, 4L, 3L, 5L, 1L, 1L, 4L, 1L, 2L, 2L, 5L, 1L, 3L,
## 5L, 5L, 4L, 4L, 3L, 2L, 3L, 2L, 2L, 4L, 3L, 5L, 3L, 4L, 3L,
## 3L, 1L, 1L, 3L, 5L, 5L, 3L, 3L, NA, 4L, 1L, 3L, 2L, 5L, 2L,
## 3L, 5L, 3L, 3L, 2L, 2L, 2L, 2L, 3L, 1L, NA, 2L, 3L, 5L, 2L,
## 3L, 5L, 3L, NA, 1L, 3L, 3L, 2L, 5L, 5L, 4L, 1L, 3L, 2L, 4L,
## 4L, 5L, 1L, 1L, 2L, 3L, 2L, 3L, 2L, 3L, 3L, 4L, 5L, 2L, 2L,
## 3L, 1L, 1L, 5L, 4L, 4L, 3L, 5L, 2L, NA, 2L, 2L, 2L, 2L, 3L,
## NA, 4L, 1L, 4L, 5L, 2L, 2L, 3L, 5L, 3L, 3L, 3L, 5L, 5L, 2L,
## 1L, 1L, 1L, 2L, 1L, 4L, 3L, 3L, 3L, 4L, 2L, 3L, NA, 1L, 2L,
## 3L, NA, 3L, 5L, 4L, 1L, 3L, 3L, 2L, 4L, 3L, 2L, 1L, 3L, 5L,
## 4L, 4L, 2L, 2L, 4L, 1L, 5L, NA, NA, NA, NA, NA, 3L, 3L, 5L,
## 5L, 2L, 2L, 1L, 3L, 1L, 1L, 3L, 3L, 2L, 3L, 3L, 5L, 2L, 2L,
## 4L, 3L, 3L, 2L, 5L, NA, NA, 3L, 2L, 1L, 4L, 5L, 1L, 5L, 2L,
## 3L, 1L, 3L, 2L, 4L, 3L, 4L, 4L, 2L, 4L, NA, 4L, 5L, 4L, 5L,
## 1L, 4L, 5L, 2L, 1L, 4L, 5L, 4L, 5L, 3L, 2L, 4L, 3L, 4L, 4L,
## 3L, 5L, 2L, 3L, 2L, 1L, 5L, 3L, 4L, 3L, 4L, 4L, 3L, 4L, 3L,
## 5L, 4L, 5L, 3L, 3L, 1L, 2L, 3L, 3L, 3L, 3L, 2L, 5L, 5L, 4L,
## 4L, 4L, 5L, 2L, 5L, 4L, 3L, 2L, 3L, 2L, 4L, 3L, 3L, 4L, 4L,
## 3L, 5L, 2L, 1L, 5L, 3L, 2L, 5L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, 1L, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, 1L, 1L, 1L, 1L,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, 5L, 5L, 4L, 3L, 4L,
## 2L, 3L, 2L, 3L, 5L, 2L, 4L, 3L, 3L, 4L, 3L, 5L, 5L, 1L, 1L,
## 3L, 3L, 1L, 2L, 5L, 4L, 2L, 3L, 3L, 5L, 3L, 2L, 3L, 2L, 2L,
## 2L, 3L, 3L, 2L, 3L, 5L, 1L, 3L, 5L, 3L, 2L, 1L, 3L, 5L, 4L,
## 1L, 2L, 3L, 3L, 2L, 2L, 2L, 4L, 4L, 3L, 3L, 2L, 5L, 3L, 4L,
## 4L, 3L, 4L, 5L, 4L, 1L, 4L, 4L, 3L, 3L, 2L, 2L, 5L, 4L, 4L,
## 1L, 4L, 5L, 2L, 3L, 2L, 4L, 4L, 5L, 4L, 1L, 4L, 3L, 4L, 4L,
## 3L, 1L, 3L, 3L, 4L, 3L, 5L, 5L, 3L, 4L, 5L, 2L, 4L, 3L, 1L,
## 3L, 3L, 3L, 5L, 3L, 3L, 4L, 4L, 3L, 3L, 3L, 3L, 3L, 4L, 3L,
## 5L, 4L, 2L, 3L, 4L, 4L, 2L, 1L, 4L, 4L, 2L, 4L, 3L, 4L, 2L,
## 3L, 4L, 4L, 4L, 2L, 3L, 4L, 3L, 3L, 3L, 4L, 4L, 2L, 3L, 5L,
## 3L, 5L, 2L, 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LOT.R_10 = c(2L,
## 1L, 3L, 3L, 5L, 3L, 3L, 2L, 1L, 4L, 2L, 3L, 3L, 2L, 1L, 2L,
## 3L, 3L, 1L, 3L, 2L, 5L, 3L, 3L, 2L, 3L, 5L, 3L, 3L, 4L, 5L,
## 2L, 2L, 5L, 1L, 2L, 3L, 3L, 4L, 2L, 3L, 2L, 3L, 1L, 2L, 5L,
## 2L, 2L, 2L, 2L, 4L, 2L, 3L, 3L, 5L, 2L, 2L, 3L, 3L, 3L, 3L,
## 4L, 3L, 3L, 1L, 3L, 2L, 3L, 2L, 1L, 1L, 3L, 4L, 2L, 2L, 3L,
## 1L, 2L, 3L, 3L, 2L, 3L, 3L, 3L, 2L, 1L, 2L, 2L, 1L, 3L, 3L,
## 2L, 2L, 2L, 4L, 5L, 1L, 3L, 5L, 3L, 3L, 3L, 3L, 2L, 2L, 4L,
## 3L, 3L, 3L, 3L, 2L, 2L, 1L, 1L, 3L, 5L, 3L, 3L, 4L, 2L, 1L,
## 3L, 1L, 1L, 3L, 1L, 5L, 5L, 1L, 4L, 3L, 3L, 3L, 4L, 2L, 2L,
## 1L, 1L, 4L, 1L, 2L, 1L, 3L, 1L, NA, 1L, 2L, 4L, 3L, NA, NA,
## NA, 1L, 2L, 3L, NA, NA, 3L, 3L, 1L, 1L, 2L, 2L, 2L, 5L, 2L,
## 2L, 1L, 2L, 1L, NA, 1L, NA, 2L, 4L, 2L, 1L, 4L, 5L, 3L, 2L,
## 4L, 5L, 1L, 3L, 2L, 3L, 3L, 2L, 2L, 1L, 2L, 3L, 2L, 1L, 4L,
## 2L, 3L, 2L, 3L, 2L, 1L, 3L, 2L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, 1L,
## 3L, 2L, 2L, 4L, 1L, 1L, 3L, 2L, 1L, 1L, 3L, NA, NA, NA, 4L,
## 2L, 3L, NA, 1L, 5L, 3L, 2L, NA, NA, NA, NA, NA, 2L, 4L, NA,
## NA, NA, NA, 1L, NA, 2L, NA, 4L, NA, NA, 3L, NA, 1L, 2L, 5L,
## 4L, 1L, 4L, NA, 1L, 1L, 2L, NA, NA, 1L, 3L, NA, NA, 2L, 5L,
## 4L, 2L, 1L, NA, 3L, 2L, 2L, NA, 4L, 2L, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 4L, NA, NA, 1L, 3L, NA, NA, 1L, NA, NA, NA,
## NA, 4L, 3L, NA, 2L, NA, NA, 4L, NA, 2L, 3L, NA, 3L, NA, NA,
## NA, 3L, 2L, NA, NA, 3L, NA, 2L, NA, 3L, NA, NA, 4L, NA, 4L,
## 3L, NA, 2L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 5L, 1L, 3L,
## NA, 2L, 1L, 2L, NA, 1L, NA, 3L, 5L, NA, 4L, NA, NA, NA, 2L,
## NA, 3L, 5L, NA, 1L, 5L, NA, NA, 1L, 4L, 1L, 4L, 3L, 3L, 3L,
## 4L, NA, NA, NA, NA, 3L, NA, NA, 2L, 2L, NA, NA, 2L, 4L, 1L,
## 2L, NA, NA, NA, 2L, NA, 2L, NA, NA, 2L, NA, 2L, NA, NA, 5L,
## 3L, 1L, 2L, 3L, NA, 3L, NA, 4L, 5L, 1L, NA, 2L, 3L, 5L, 2L,
## NA, NA, NA, NA, 2L, 1L, NA, NA, NA, 2L, 5L, NA, 4L, NA, 3L,
## 2L, NA, 2L, NA, 2L, 1L, NA, 5L, 1L, NA, NA, 2L, NA, 5L, 4L,
## NA, NA, 2L, 4L, 4L, NA, 1L, 1L, 3L, NA, 3L, NA, NA, NA, 3L,
## NA, NA, 2L, NA, 3L, 1L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA, NA, 2L, 1L,
## NA, NA, NA, 2L, 3L, NA, NA, 1L, 1L, 1L, 1L, 1L, 4L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, 1L, 3L, 3L,
## 3L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, NA,
## NA, NA, NA, NA, 3L, NA, 5L, NA, 1L, 5L, 3L, 2L, 5L, 1L, 1L,
## NA, NA, NA, NA, NA, 2L, 2L, 1L, NA, NA, NA, NA, NA, NA, 1L,
## NA, NA, 1L, NA, NA, NA, NA, 3L, NA, NA, 2L, NA, 5L, NA, NA,
## NA, NA, NA, 1L, NA, 2L, 3L, NA, NA, 4L, 2L, NA, NA, 5L, 3L,
## 2L, NA, NA, 3L, NA, 2L, NA, 1L, 4L, 4L, 5L, 1L, 1L, 4L, 4L,
## 4L, 4L, 1L, 1L, 4L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 3L, 5L, 2L,
## 2L, 5L, 4L, 1L, 2L, 1L, 2L, 4L, 4L, 3L, 3L, 3L, 3L, 2L, 1L,
## 2L, 2L, 1L, 3L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 4L, 2L, 2L, 1L, 2L, 3L, 3L, 2L, 3L, 1L, 3L, 1L,
## 1L, 2L, 4L, 1L, 2L, 1L, 2L, 4L, 2L, 1L, 2L, 3L, 1L, 3L, 3L,
## 1L, 1L, 2L, 4L, 3L, 2L, 3L, 3L, 2L, 1L, 2L, 1L, 3L, 2L, 3L,
## 3L, 5L, 4L, 3L, 1L, 1L, 3L, 1L, NA, 2L, 5L, 3L, 3L, 1L, 2L,
## 3L, 3L, 3L, 3L, 3L, 4L, 3L, 4L, 1L, 3L, NA, 2L, 2L, 1L, 3L,
## 2L, 1L, 5L, NA, 1L, 3L, 3L, 2L, 2L, 1L, 5L, 4L, 3L, 2L, 4L,
## 4L, 1L, 3L, 1L, 3L, 3L, 2L, 2L, 4L, 2L, 1L, 3L, 2L, 5L, 3L,
## 3L, 1L, 3L, 1L, 2L, 1L, 2L, 1L, 1L, NA, 2L, 3L, 4L, 2L, 3L,
## NA, 2L, 1L, 1L, 1L, 3L, 2L, 3L, 1L, 3L, 4L, 3L, 4L, 1L, 2L,
## 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, NA, 1L, 1L,
## 2L, NA, 2L, 1L, 1L, 3L, 3L, 3L, 2L, 2L, 2L, 2L, 1L, 3L, 4L,
## 2L, 2L, 1L, 2L, 5L, 2L, 5L, NA, NA, NA, NA, NA, 3L, 4L, 5L,
## 3L, 4L, 3L, 1L, 3L, 1L, 1L, 3L, 3L, 2L, 3L, 3L, 1L, 2L, 1L,
## 3L, 3L, 1L, 3L, 5L, NA, NA, 3L, 2L, 1L, 2L, 2L, 1L, 4L, 1L,
## 4L, 3L, 4L, 1L, 4L, 2L, 3L, 3L, 2L, 4L, NA, 3L, 5L, 2L, 1L,
## 5L, 1L, 1L, 2L, 3L, 3L, 1L, 1L, 1L, 3L, 1L, 2L, 2L, 3L, 4L,
## 2L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 4L, 2L, 3L, 1L, 2L, 2L,
## 1L, 2L, 1L, 3L, 1L, 3L, 4L, 2L, 2L, 2L, 3L, 4L, 1L, 1L, 3L,
## 5L, 1L, 1L, 1L, 1L, 2L, 3L, 3L, 2L, 3L, 1L, 3L, 3L, 1L, 3L,
## 4L, 1L, 3L, 3L, 1L, 2L, 2L, 2L, 1L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, 1L, NA, 1L, NA, NA, NA, 1L, 1L,
## NA, NA, NA, NA, NA, 1L, 1L, 1L, NA, 1L, NA, NA, 1L, 1L, 1L,
## 1L, 1L, 1L, NA, 1L, NA, NA, NA, NA, NA, 1L, 1L, 4L, 3L, 2L,
## 2L, 3L, 2L, 2L, 1L, 3L, 1L, 3L, 3L, 2L, 3L, 1L, 1L, 5L, 4L,
## 3L, 1L, 5L, 3L, 1L, 2L, 2L, 3L, 3L, 3L, 3L, 4L, 3L, 3L, 3L,
## 4L, 3L, 1L, 2L, 2L, 1L, 3L, 2L, 1L, 5L, 3L, 5L, 2L, 2L, 2L,
## 3L, 3L, 2L, 3L, 2L, 3L, 3L, 4L, 1L, 3L, 3L, 2L, 1L, 2L, 2L,
## 2L, 2L, 4L, 3L, 2L, 4L, 2L, 2L, 3L, 1L, 1L, 4L, 1L, 2L, 1L,
## 3L, 1L, 2L, 3L, 1L, 2L, 2L, 4L, 1L, 1L, 1L, 4L, 2L, 3L, 2L,
## 2L, 1L, 1L, 1L, 2L, 3L, 1L, 1L, 2L, 3L, 1L, 2L, 2L, 2L, 3L,
## 3L, 4L, 2L, 1L, 2L, 3L, 2L, 2L, 2L, 3L, 3L, 1L, 3L, 2L, 3L,
## 1L, 3L, 2L, 2L, 3L, 2L, 4L, 4L, 2L, 2L, 2L, 2L, 3L, 2L, 2L,
## 3L, 2L, 2L, 1L, 3L, 3L, 2L, 2L, 4L, 2L, 3L, 2L, 3L, 2L, 1L,
## 3L, 1L, 2L, 2L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LS_1 = c(2L,
## 1L, 2L, 5L, 7L, 4L, 5L, 4L, 6L, 6L, 6L, 4L, 4L, 4L, 6L, 7L,
## 4L, 2L, 5L, 4L, 6L, 6L, 6L, 5L, 5L, 4L, 7L, 5L, 4L, 4L, 2L,
## 7L, 5L, 4L, 5L, 6L, 3L, 3L, 5L, 2L, 4L, 4L, 5L, 4L, 7L, 3L,
## 7L, 6L, 6L, 7L, 5L, 5L, 3L, 4L, 4L, 3L, 6L, 5L, 3L, 4L, 5L,
## 4L, 4L, 4L, 7L, 4L, 4L, 1L, 4L, 6L, 4L, 5L, 5L, 2L, 4L, 4L,
## 5L, 5L, 1L, 4L, 7L, 2L, 4L, 5L, 4L, 6L, 6L, 4L, 5L, 6L, 7L,
## 3L, 6L, 3L, 4L, 7L, 5L, 4L, 7L, 4L, 5L, 4L, 2L, 5L, 5L, 4L,
## 4L, 4L, 4L, 5L, 6L, 6L, 5L, 2L, 4L, 1L, 6L, 4L, 3L, 6L, 6L,
## 5L, 6L, 7L, 5L, 6L, 1L, 1L, 5L, 5L, 5L, 3L, 4L, 5L, 5L, 5L,
## 7L, 2L, 2L, 7L, 1L, 7L, 2L, 5L, NA, 6L, 7L, 1L, 5L, NA, NA,
## NA, 6L, 5L, 2L, NA, NA, 2L, 5L, 5L, 6L, 6L, 6L, 6L, 2L, 2L,
## 5L, 6L, 6L, 5L, NA, 2L, NA, 6L, 5L, 5L, 4L, 4L, 5L, 4L, 6L,
## 2L, 6L, 6L, 1L, 5L, 4L, 4L, 4L, 5L, 5L, 1L, 4L, 4L, 3L, 3L,
## 6L, 7L, 5L, 7L, 4L, 4L, 4L, 5L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 7L,
## 4L, 6L, 6L, 7L, 4L, 6L, 5L, 3L, 6L, 6L, 2L, NA, NA, NA, 4L,
## 2L, 3L, NA, 3L, 5L, 6L, 6L, NA, NA, NA, NA, NA, 4L, 5L, NA,
## NA, NA, NA, 2L, NA, 4L, NA, 1L, NA, NA, 6L, NA, 3L, 5L, 4L,
## 1L, 4L, 5L, NA, 1L, 7L, 1L, NA, NA, 3L, 4L, NA, NA, 3L, 1L,
## 2L, 6L, 6L, NA, 4L, 6L, 5L, NA, 2L, 4L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 1L, NA, NA, 3L, 4L, NA, NA, 4L, NA, NA, NA,
## NA, 4L, 1L, NA, 3L, NA, NA, 5L, NA, 7L, 5L, NA, 1L, NA, NA,
## NA, 4L, 4L, NA, NA, 4L, NA, 6L, NA, 5L, NA, NA, 1L, NA, 2L,
## 4L, NA, 7L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 2L, 4L, 3L,
## NA, 5L, 4L, 5L, NA, 6L, NA, 4L, 5L, NA, 2L, NA, NA, NA, 6L,
## NA, 3L, 1L, NA, 5L, 5L, NA, NA, 2L, 3L, 5L, 4L, 5L, 6L, 5L,
## 2L, NA, NA, NA, NA, 3L, NA, NA, 4L, 4L, NA, NA, 6L, 1L, 1L,
## 4L, NA, NA, NA, 5L, NA, 3L, NA, NA, 2L, NA, 3L, NA, NA, 1L,
## 4L, 5L, 5L, 4L, NA, 3L, NA, 3L, 5L, 6L, NA, 5L, 1L, 4L, 4L,
## NA, NA, NA, NA, 6L, 7L, NA, NA, NA, 5L, 6L, NA, 1L, NA, 6L,
## 5L, NA, 3L, NA, 3L, 4L, NA, 1L, 6L, NA, NA, 4L, NA, 4L, 5L,
## NA, NA, 3L, 7L, 2L, NA, 4L, 3L, 4L, NA, 4L, NA, NA, NA, 5L,
## NA, NA, 2L, NA, 3L, 5L, NA, NA, NA, 5L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 5L, 7L,
## NA, NA, NA, 6L, 5L, NA, NA, 5L, 6L, 1L, 6L, 7L, 2L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 6L, 2L, 4L,
## 6L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 4L, NA, 6L, 7L, 5L, 6L, 2L, 5L, 6L,
## NA, NA, NA, NA, NA, 4L, 5L, 5L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 3L, NA, NA, NA, NA, 5L, NA, NA, 4L, NA, 2L, NA, NA,
## NA, NA, NA, 5L, NA, 5L, 6L, NA, NA, 4L, 4L, NA, NA, 2L, 5L,
## 6L, NA, NA, 4L, NA, 5L, NA, 6L, 4L, 3L, 5L, 6L, 5L, 1L, 5L,
## 2L, 4L, 5L, 5L, 5L, 4L, 5L, 6L, 4L, 6L, 5L, 4L, 7L, 5L, 2L,
## 4L, 4L, 4L, 3L, 6L, 5L, 6L, 6L, 7L, 6L, 4L, 4L, 4L, 6L, 6L,
## 5L, 2L, 5L, 3L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 6L, 6L, 2L, 5L, 6L, 4L, 4L, 5L, 4L, 4L, 4L, 2L,
## 6L, 4L, 3L, 7L, 6L, 7L, 6L, 2L, 6L, 6L, 4L, 5L, 5L, 4L, 4L,
## 5L, 5L, 5L, 4L, 4L, 4L, 3L, 5L, 5L, 7L, 5L, 6L, 4L, 5L, 5L,
## 4L, 1L, 3L, 1L, 6L, 5L, 2L, 7L, NA, 3L, 4L, 6L, 3L, 1L, 5L,
## 3L, 1L, 6L, 4L, 6L, 2L, 6L, 1L, 3L, 4L, NA, 4L, 5L, 4L, 2L,
## 4L, 4L, 4L, NA, 4L, 4L, 4L, 3L, 5L, 6L, 6L, 1L, 3L, 3L, 5L,
## 6L, 6L, 4L, 6L, 3L, 5L, 3L, 6L, 6L, 6L, 6L, 4L, 6L, 2L, 2L,
## 3L, 5L, 5L, 5L, 6L, 7L, 3L, 1L, 4L, NA, 5L, 4L, 6L, 3L, 4L,
## NA, 3L, 7L, 1L, 7L, 6L, 6L, 3L, 6L, 6L, 6L, 2L, 5L, 3L, 3L,
## 6L, 7L, 6L, 4L, 6L, 6L, 5L, 7L, 6L, 5L, 2L, 4L, NA, 6L, 7L,
## 5L, NA, 5L, 7L, 6L, 4L, 4L, 6L, 4L, 5L, 5L, 4L, 4L, 4L, 7L,
## 6L, 4L, 6L, 5L, 7L, 5L, 7L, NA, NA, NA, NA, NA, 4L, 5L, 7L,
## 6L, 4L, 6L, 5L, 4L, 7L, 3L, 4L, 6L, 4L, 2L, 2L, 6L, 5L, 4L,
## 4L, 4L, 2L, 2L, 6L, NA, NA, 5L, 6L, 1L, 4L, 1L, 6L, 7L, 6L,
## 4L, 3L, 5L, 2L, 5L, 6L, 5L, 6L, 4L, 7L, NA, 7L, 4L, 6L, 7L,
## 3L, 3L, 6L, 4L, 4L, 5L, 6L, 5L, 7L, 4L, 5L, 5L, 6L, 3L, 4L,
## 5L, 7L, 4L, 5L, 1L, 6L, 6L, 3L, 4L, 5L, 4L, 6L, 4L, 6L, 5L,
## 7L, 5L, 4L, 4L, 6L, 4L, 2L, 4L, 6L, 6L, 5L, 4L, 5L, 5L, 5L,
## 6L, 7L, 6L, 5L, 3L, 5L, 4L, 5L, 7L, 5L, 5L, 4L, 5L, 4L, 3L,
## 3L, 5L, 4L, 5L, 5L, 5L, 3L, 7L, 5L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, 1L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 5L, 4L, 4L, 5L,
## 4L, 3L, 5L, 5L, 6L, 5L, 7L, 4L, 5L, 5L, 1L, 6L, 5L, 1L, 3L,
## 2L, 7L, 4L, 3L, 1L, 3L, 5L, 6L, 3L, 1L, 4L, 2L, 6L, 6L, 6L,
## 1L, 4L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 2L, 2L, 3L, 5L, 7L,
## 6L, 3L, 6L, 6L, 3L, 2L, 6L, 6L, 6L, 3L, 3L, 6L, 5L, 6L, 6L,
## 6L, 5L, 6L, 7L, 5L, 3L, 6L, 6L, 5L, 6L, 2L, 4L, 6L, 6L, 6L,
## 5L, 5L, 6L, 3L, 5L, 7L, 6L, 4L, 2L, 5L, 7L, 4L, 7L, 6L, 5L,
## 3L, 5L, 7L, 4L, 4L, 4L, 6L, 5L, 5L, 5L, 5L, 3L, 3L, 4L, 6L,
## 5L, 1L, 4L, 7L, 5L, 4L, 6L, 4L, 5L, 6L, 7L, 6L, 4L, 5L, 3L,
## 2L, 6L, 6L, 4L, 4L, 4L, 3L, 1L, 4L, 5L, 2L, 5L, 5L, 4L, 7L,
## 3L, 2L, 6L, 6L, 3L, 6L, 5L, 5L, 6L, 6L, 6L, 6L, 5L, 6L, 6L,
## 6L, 7L, 6L, 3L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LS_2 = c(4L,
## 3L, 1L, 3L, 7L, 4L, 4L, 2L, 7L, 6L, 6L, 4L, 5L, 4L, 5L, 5L,
## 5L, 6L, 4L, 4L, 5L, 7L, 7L, 6L, 6L, 4L, 5L, 6L, 5L, 5L, 1L,
## 7L, 6L, 4L, 6L, 6L, 5L, 6L, 6L, 6L, 6L, 4L, 5L, 5L, 7L, 4L,
## 6L, 5L, 6L, 7L, 5L, 6L, 5L, 4L, 4L, 5L, 7L, 5L, 5L, 6L, 5L,
## 4L, 6L, 4L, 5L, 4L, 5L, 7L, 5L, 7L, 4L, 5L, 5L, 3L, 3L, 4L,
## 6L, 4L, 7L, 4L, 7L, 3L, 2L, 4L, 5L, 6L, 6L, 5L, 6L, 7L, 7L,
## 5L, 6L, 7L, 6L, 7L, 6L, 4L, 7L, 4L, 6L, 4L, 2L, 5L, 4L, 5L,
## 7L, 6L, 4L, 5L, 6L, 6L, 4L, 3L, 4L, 1L, 3L, 6L, 2L, 7L, 5L,
## 5L, 7L, 7L, 5L, 6L, 1L, 1L, 6L, 5L, 6L, 6L, 6L, 4L, 6L, 6L,
## 7L, 2L, 6L, 7L, 5L, 7L, 6L, 5L, NA, 7L, 7L, 3L, 6L, NA, NA,
## NA, 6L, 6L, 3L, NA, NA, 5L, 6L, 7L, 7L, 5L, 6L, 6L, 2L, 4L,
## 7L, 7L, 7L, 6L, NA, 4L, NA, 7L, 2L, 7L, 6L, 7L, 5L, 4L, 5L,
## 3L, 7L, 5L, 1L, 7L, 4L, 6L, 7L, 6L, 6L, 2L, 4L, 4L, 4L, 2L,
## 4L, 7L, 4L, 5L, 6L, 4L, 6L, 5L, 2L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 7L,
## 5L, 7L, 7L, 7L, 7L, 6L, 6L, 7L, 6L, 5L, 3L, NA, NA, NA, 7L,
## 2L, 3L, NA, 4L, 4L, 6L, 6L, NA, NA, NA, NA, NA, 5L, 1L, NA,
## NA, NA, NA, 3L, NA, 2L, NA, 1L, NA, NA, 7L, NA, 2L, 5L, 4L,
## 2L, 5L, 5L, NA, 1L, 5L, 1L, NA, NA, 5L, 6L, NA, NA, 5L, 1L,
## 2L, 7L, 7L, NA, 6L, 6L, 6L, NA, 3L, 5L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 1L, NA, NA, 4L, 4L, NA, NA, 6L, NA, NA, NA,
## NA, 6L, 1L, NA, 3L, NA, NA, 3L, NA, 7L, 4L, NA, 1L, NA, NA,
## NA, 4L, 3L, NA, NA, 4L, NA, 5L, NA, 6L, NA, NA, 2L, NA, 5L,
## 3L, NA, 6L, NA, NA, NA, 2L, NA, NA, NA, NA, NA, 1L, 4L, 5L,
## NA, 6L, 4L, 7L, NA, 6L, NA, 4L, 5L, NA, 3L, NA, NA, NA, 6L,
## NA, 7L, 3L, NA, 5L, 2L, NA, NA, 5L, 2L, 5L, 5L, 5L, 6L, 6L,
## 2L, NA, NA, NA, NA, 4L, NA, NA, 6L, 5L, NA, NA, 6L, 3L, 1L,
## 6L, NA, NA, NA, 5L, NA, 5L, NA, NA, 3L, NA, 5L, NA, NA, 1L,
## 5L, 5L, 4L, 5L, NA, 7L, NA, 6L, 2L, 6L, NA, 6L, 1L, 1L, 5L,
## NA, NA, NA, NA, 5L, 5L, NA, NA, NA, 6L, 5L, NA, 4L, NA, 7L,
## 6L, NA, 3L, NA, 4L, 3L, NA, 1L, 6L, NA, NA, 5L, NA, 2L, 5L,
## NA, NA, 3L, 7L, 3L, NA, 6L, 6L, 1L, NA, 1L, NA, NA, NA, 3L,
## NA, NA, 4L, NA, 6L, 5L, NA, NA, NA, 6L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 5L, 1L,
## NA, NA, NA, 5L, 3L, NA, NA, 6L, 4L, 7L, 4L, 7L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, 6L, 3L, 4L,
## 5L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA, NA,
## NA, NA, NA, NA, 4L, NA, 3L, NA, 7L, 7L, 4L, 7L, 4L, 6L, 6L,
## NA, NA, NA, NA, NA, 4L, 5L, 7L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 5L, NA, NA, NA, NA, 6L, NA, NA, 6L, NA, 1L, NA, NA,
## NA, NA, NA, 5L, NA, 6L, 6L, NA, NA, 4L, 4L, NA, NA, 2L, 4L,
## 6L, NA, NA, 4L, NA, 5L, NA, 7L, 4L, 3L, 3L, 2L, 5L, 2L, 6L,
## 2L, 5L, 4L, 7L, 5L, 4L, 5L, 6L, 5L, 7L, 5L, 3L, 7L, 5L, 4L,
## 4L, 6L, 4L, 5L, 6L, 3L, 5L, 6L, 7L, 7L, 4L, 5L, 6L, 6L, 7L,
## 5L, 1L, 5L, 4L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 1L, 6L, 7L, 2L, 5L, 4L, 4L, 4L, 4L, 4L, 6L, 4L, 6L,
## 6L, 3L, 3L, 6L, 7L, 3L, 6L, 1L, 6L, 6L, 4L, 6L, 6L, 4L, 4L,
## 7L, 5L, 4L, 4L, 4L, 4L, 4L, 3L, 5L, 7L, 4L, 6L, 4L, 6L, 5L,
## 4L, 6L, 5L, 2L, 5L, 4L, 4L, 7L, NA, 5L, 4L, 6L, 3L, 1L, 6L,
## 2L, 2L, 6L, 4L, 5L, 4L, 5L, 1L, 6L, 5L, NA, 5L, 6L, 6L, 1L,
## 4L, 3L, 4L, NA, 2L, 4L, 4L, 3L, 5L, 6L, 6L, 1L, 4L, 4L, 5L,
## 6L, 7L, 3L, 6L, 2L, 3L, 3L, 5L, 5L, 6L, 5L, 4L, 5L, 6L, 2L,
## 5L, 6L, 6L, 7L, 6L, 7L, 3L, 7L, 6L, NA, 6L, 3L, 6L, 5L, 4L,
## NA, 5L, 7L, 1L, 7L, 6L, 4L, 3L, 7L, 3L, 7L, 5L, 4L, 7L, 4L,
## 6L, 4L, 6L, 5L, 6L, 7L, 6L, 7L, 7L, 7L, 4L, 4L, NA, 6L, 5L,
## 6L, NA, 6L, 7L, 7L, 5L, 4L, 6L, 5L, 6L, 6L, 4L, 4L, 4L, 7L,
## 6L, 4L, 6L, 5L, 7L, 5L, 7L, NA, NA, NA, NA, NA, 5L, 5L, 5L,
## 6L, 3L, 5L, 6L, 5L, 7L, 3L, 2L, 5L, 4L, 5L, 4L, 5L, 4L, 6L,
## 3L, 5L, 4L, 3L, 5L, NA, NA, 5L, 6L, 1L, 6L, 5L, 5L, 6L, 4L,
## 4L, 6L, 4L, 2L, 6L, 6L, 5L, 7L, 4L, 7L, NA, 6L, 4L, 4L, 7L,
## 7L, 5L, 6L, 5L, 5L, 5L, 6L, 6L, 6L, 5L, 7L, 7L, 6L, 4L, 2L,
## 6L, 7L, 7L, 5L, 7L, 6L, 7L, 1L, 6L, 6L, 7L, 7L, 2L, 7L, 7L,
## 7L, 6L, 7L, 4L, 6L, 3L, 5L, 7L, 5L, 6L, 5L, 4L, 7L, 7L, 5L,
## 6L, 5L, 7L, 7L, 3L, 7L, 3L, 5L, 6L, 6L, 6L, 4L, 5L, 5L, 3L,
## 6L, 2L, 6L, 6L, 7L, 6L, 6L, 6L, 7L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, 1L, NA, NA, 1L, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, NA, NA, NA, 1L, NA, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 7L, 5L, 4L, 4L, 4L,
## 4L, 4L, 5L, 4L, 6L, 3L, 7L, 4L, 5L, 6L, 2L, 5L, 4L, 6L, 5L,
## 4L, 7L, 4L, 3L, 1L, 5L, 6L, 6L, 2L, 2L, 4L, 4L, 6L, 5L, 5L,
## 1L, 4L, 6L, 5L, 4L, 6L, 5L, 6L, 3L, 4L, 1L, 1L, 7L, 5L, 7L,
## 6L, 3L, 6L, 7L, 6L, 3L, 5L, 6L, 7L, 4L, 5L, 7L, 6L, 6L, 6L,
## 7L, 6L, 6L, 7L, 7L, 3L, 6L, 6L, 6L, 7L, 5L, 7L, 4L, 7L, 6L,
## 7L, 7L, 7L, 5L, 6L, 7L, 7L, 7L, 7L, 6L, 6L, 6L, 7L, 6L, 5L,
## 5L, 6L, 7L, 6L, 6L, 5L, 7L, 7L, 7L, 6L, 7L, 4L, 4L, 5L, 6L,
## 3L, 3L, 5L, 7L, 6L, 4L, 4L, 6L, 5L, 6L, 7L, 6L, 5L, 6L, 5L,
## 1L, 6L, 6L, 4L, 5L, 5L, 6L, 6L, 7L, 6L, 4L, 6L, 4L, 6L, 6L,
## 7L, 3L, 6L, 7L, 4L, 6L, 6L, 6L, 7L, 6L, 6L, 6L, 7L, 6L, 6L,
## 7L, 7L, 7L, 7L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LS_3 = c(3L,
## 4L, 4L, 5L, 7L, 4L, 5L, 3L, 7L, 6L, 6L, 4L, 5L, 4L, 6L, 4L,
## 7L, 4L, 6L, 4L, 4L, 7L, 7L, 6L, 6L, 5L, 7L, 5L, 6L, 5L, 2L,
## 7L, 7L, 4L, 7L, 5L, 4L, 7L, 6L, 7L, 5L, 6L, 5L, 4L, 6L, 3L,
## 6L, 7L, 6L, 7L, 5L, 6L, 4L, 4L, 4L, 5L, 7L, 6L, 6L, 5L, 6L,
## 5L, 7L, 4L, 7L, 4L, 6L, 1L, 3L, 7L, 4L, 5L, 5L, 4L, 5L, 4L,
## 7L, 4L, 7L, 4L, 7L, 1L, 3L, 5L, 3L, 7L, 6L, 6L, 6L, 6L, 7L,
## 5L, 7L, 6L, 6L, 7L, 6L, 4L, 7L, 4L, 5L, 4L, 1L, 6L, 5L, 4L,
## 4L, 4L, 4L, 5L, 6L, 6L, 5L, 4L, 4L, 1L, 1L, 6L, 2L, 7L, 5L,
## 5L, 6L, 7L, 6L, 6L, 1L, 1L, 6L, 5L, 5L, 5L, 4L, 5L, 3L, 6L,
## 6L, 6L, 3L, 7L, 1L, 7L, 2L, 6L, NA, 6L, 7L, 1L, 4L, NA, NA,
## NA, 5L, 6L, 3L, NA, NA, 3L, 6L, 5L, 5L, 5L, 7L, 6L, 5L, 3L,
## 7L, 7L, 7L, 5L, NA, 4L, NA, 7L, 5L, 2L, 6L, 4L, 5L, 4L, 5L,
## 3L, 7L, 7L, 2L, 5L, 5L, 5L, 7L, 5L, 6L, 1L, 5L, 5L, 3L, 2L,
## 6L, 7L, 6L, 6L, 5L, 3L, 6L, 6L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 7L,
## 4L, 5L, 5L, 7L, 6L, 6L, 6L, 7L, 6L, 6L, 3L, NA, NA, NA, 5L,
## 2L, 3L, NA, 5L, 5L, 6L, 7L, NA, NA, NA, NA, NA, 5L, 3L, NA,
## NA, NA, NA, 5L, NA, 6L, NA, 1L, NA, NA, 7L, NA, 1L, 7L, 6L,
## 2L, 5L, 7L, NA, 1L, 7L, 3L, NA, NA, 4L, 6L, NA, NA, 4L, 1L,
## 2L, 7L, 7L, NA, 6L, 6L, 7L, NA, 2L, 3L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 1L, NA, NA, 4L, 4L, NA, NA, 6L, NA, NA, NA,
## NA, 4L, 2L, NA, 3L, NA, NA, 3L, NA, 7L, 3L, NA, 3L, NA, NA,
## NA, 5L, 2L, NA, NA, 3L, NA, 5L, NA, 5L, NA, NA, 3L, NA, 4L,
## 6L, NA, 7L, NA, NA, NA, 3L, NA, NA, NA, NA, NA, 2L, 6L, 6L,
## NA, 6L, 5L, 6L, NA, 6L, NA, 4L, 6L, NA, 3L, NA, NA, NA, 6L,
## NA, 5L, 3L, NA, 5L, 1L, NA, NA, 6L, 4L, 6L, 6L, 6L, 6L, 5L,
## 2L, NA, NA, NA, NA, 5L, NA, NA, 5L, 5L, NA, NA, 5L, 5L, 1L,
## 3L, NA, NA, NA, 6L, NA, 3L, NA, NA, 2L, NA, 3L, NA, NA, 1L,
## 5L, 6L, 5L, 4L, NA, 1L, NA, 5L, 1L, 6L, NA, 6L, 1L, 1L, 3L,
## NA, NA, NA, NA, 6L, 7L, NA, NA, NA, 6L, 5L, NA, 2L, NA, 5L,
## 6L, NA, 3L, NA, 4L, 4L, NA, 1L, 5L, NA, NA, 6L, NA, 5L, 7L,
## NA, NA, 7L, 7L, 5L, NA, 6L, 7L, 1L, NA, 1L, NA, NA, NA, 1L,
## NA, NA, 2L, NA, 6L, 3L, NA, NA, NA, 6L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 5L, 7L,
## NA, NA, NA, 5L, 5L, NA, NA, 7L, 7L, 7L, 6L, 7L, 6L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, 7L, 4L, 6L,
## 6L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, NA,
## NA, NA, NA, NA, 5L, NA, 4L, NA, 6L, 7L, 4L, 7L, 1L, 6L, 6L,
## NA, NA, NA, NA, NA, 6L, 5L, 6L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 5L, NA, NA, NA, NA, 6L, NA, NA, 5L, NA, 3L, NA, NA,
## NA, NA, NA, 5L, NA, 7L, 6L, NA, NA, 3L, 4L, NA, NA, 2L, 4L,
## 6L, NA, NA, 4L, NA, 6L, NA, 7L, 5L, 3L, 3L, 6L, 6L, 2L, 6L,
## 2L, 3L, 5L, 7L, 5L, 7L, 6L, 6L, 6L, 7L, 5L, 5L, 7L, 6L, 5L,
## 4L, 5L, 2L, 1L, 6L, 5L, 5L, 6L, 7L, 6L, 4L, 6L, 6L, 6L, 7L,
## 3L, 2L, 5L, 3L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 2L, 7L, 6L, 3L, 6L, 6L, 4L, 4L, 5L, 6L, 5L, 4L, 6L,
## 6L, 4L, 3L, 6L, 7L, 5L, 7L, 1L, 6L, 5L, 5L, 4L, 6L, 3L, 4L,
## 6L, 5L, 6L, 6L, 4L, 4L, 5L, 4L, 6L, 7L, 4L, 7L, 4L, 6L, 6L,
## 5L, 2L, 3L, 3L, 7L, 6L, 2L, 7L, NA, 5L, 4L, 6L, 4L, 1L, 6L,
## 3L, 6L, 6L, 4L, 7L, 2L, 6L, 5L, 5L, 5L, NA, 5L, 6L, 6L, 6L,
## 5L, 5L, 4L, NA, 2L, 4L, 4L, 3L, 6L, 5L, 6L, 1L, 5L, 6L, 5L,
## 6L, 7L, 6L, 6L, 4L, 3L, 3L, 5L, 6L, 6L, 5L, 4L, 6L, 2L, 2L,
## 6L, 6L, 5L, 7L, 7L, 6L, 5L, 2L, 7L, NA, 6L, 4L, 6L, 5L, 4L,
## NA, 4L, 7L, 1L, 7L, 6L, 5L, 3L, 7L, 4L, 7L, 6L, 4L, 6L, 3L,
## 6L, 6L, 6L, 6L, 6L, 6L, 6L, 7L, 7L, 7L, 4L, 5L, NA, 6L, 7L,
## 7L, NA, 6L, 7L, 7L, 2L, 5L, 6L, 5L, 6L, 6L, 4L, 6L, 3L, 7L,
## 6L, 5L, 6L, 5L, 7L, 5L, 7L, NA, NA, NA, NA, NA, 5L, 3L, 7L,
## 6L, 3L, 6L, 6L, 6L, 7L, 3L, 4L, 6L, 6L, 4L, 4L, 5L, 5L, 6L,
## 5L, 6L, 3L, 3L, 4L, NA, NA, 5L, 6L, 1L, 6L, 5L, 7L, 7L, 7L,
## 4L, 7L, 4L, 2L, 6L, 7L, 4L, 7L, 4L, 7L, NA, 5L, 6L, 6L, 7L,
## 6L, 4L, 7L, 5L, 5L, 5L, 6L, 5L, 6L, 6L, 6L, 7L, 6L, 6L, 4L,
## 6L, 7L, 3L, 5L, 6L, 5L, 6L, 4L, 6L, 5L, 5L, 7L, 5L, 6L, 5L,
## 7L, 6L, 6L, 4L, 6L, 5L, 6L, 5L, 6L, 5L, 5L, 4L, 6L, 6L, 6L,
## 6L, 7L, 6L, 6L, 6L, 6L, 5L, 6L, 7L, 5L, 6L, 4L, 5L, 5L, 3L,
## 6L, 3L, 5L, 6L, 7L, 4L, 6L, 7L, 6L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, 1L, NA, NA, NA, NA, 1L, NA, NA, NA, 1L, 1L,
## NA, NA, NA, NA, NA, 1L, 1L, 1L, NA, NA, NA, NA, 1L, 1L, NA,
## 1L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 5L, 6L, 4L, 6L,
## 4L, 5L, 6L, 4L, 7L, 4L, 7L, 4L, 6L, 6L, 3L, 7L, 6L, 2L, 3L,
## 2L, 7L, 4L, 4L, 1L, 5L, 6L, 6L, 3L, 6L, 4L, 2L, 6L, 6L, 7L,
## 5L, 5L, 5L, 5L, 5L, 6L, 5L, 6L, 5L, 4L, 6L, 1L, 6L, 5L, 7L,
## 5L, 5L, 6L, 7L, 5L, 6L, 1L, 6L, 7L, 2L, 4L, 7L, 7L, 6L, 6L,
## 6L, 6L, 5L, 7L, 7L, 3L, 6L, 6L, 6L, 6L, 5L, 6L, 6L, 7L, 6L,
## 2L, 5L, 7L, 3L, 6L, 6L, 6L, 7L, 5L, 6L, 6L, 7L, 5L, 6L, 6L,
## 1L, 4L, 7L, 6L, 5L, 4L, 7L, 5L, 6L, 6L, 6L, 5L, 2L, 5L, 6L,
## 4L, 2L, 4L, 7L, 5L, 4L, 5L, 5L, 6L, 6L, 7L, 6L, 5L, 5L, 5L,
## 1L, 6L, 7L, 4L, 4L, 5L, 3L, 2L, 4L, 4L, 4L, 6L, 6L, 4L, 6L,
## 3L, 3L, 6L, 7L, 5L, 6L, 5L, 5L, 2L, 6L, 6L, 5L, 7L, 7L, 5L,
## 6L, 7L, 6L, 6L, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LS_4 = c(5L,
## 5L, 2L, 3L, 7L, 4L, 4L, 6L, 6L, 6L, 6L, 4L, 5L, 3L, 4L, 6L,
## 7L, 4L, 5L, 4L, 3L, 7L, 7L, 3L, 6L, 4L, 4L, 4L, 5L, 4L, 1L,
## 5L, 7L, 4L, 6L, 4L, 5L, 1L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 5L,
## 6L, 6L, 6L, 7L, 5L, 4L, 4L, 4L, 4L, 3L, 7L, 5L, 3L, 5L, 4L,
## 3L, 6L, 4L, 7L, 4L, 3L, 4L, 6L, 7L, 4L, 4L, 7L, 2L, 5L, 4L,
## 6L, 4L, 5L, 4L, 7L, 2L, 1L, 4L, 3L, 5L, 7L, 5L, 5L, 4L, 7L,
## 4L, 6L, 6L, 6L, 7L, 4L, 4L, 7L, 4L, 5L, 4L, 1L, 5L, 4L, 3L,
## 4L, 4L, 4L, 5L, 4L, 6L, 3L, 2L, 4L, 1L, 5L, 6L, 3L, 7L, 6L,
## 5L, 6L, 7L, 6L, 6L, 1L, 1L, 6L, 4L, 4L, 5L, 5L, 5L, 3L, 6L,
## 6L, 2L, 1L, 7L, 5L, 7L, 4L, 6L, NA, 4L, 6L, 1L, 4L, NA, NA,
## NA, 6L, 5L, 1L, NA, NA, 4L, 5L, 6L, 5L, 2L, 6L, 1L, 2L, 3L,
## 6L, 7L, 7L, 6L, NA, 3L, NA, 6L, 4L, 4L, 6L, 4L, 5L, 4L, 5L,
## 4L, 7L, 4L, 1L, 5L, 2L, 4L, 5L, 4L, 4L, 1L, 4L, 4L, 4L, 3L,
## 5L, 7L, 5L, 5L, 4L, 2L, 4L, 5L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 6L,
## 4L, 5L, 5L, 7L, 5L, 5L, 6L, 2L, 6L, 4L, 3L, NA, NA, NA, 5L,
## 2L, 2L, NA, 3L, 3L, 5L, 5L, NA, NA, NA, NA, NA, 5L, 5L, NA,
## NA, NA, NA, 4L, NA, 4L, NA, 1L, NA, NA, 5L, NA, 2L, 5L, 6L,
## 5L, 5L, 7L, NA, 1L, 6L, 2L, NA, NA, 5L, 3L, NA, NA, 5L, 1L,
## 2L, 7L, 7L, NA, 5L, 5L, 6L, NA, 4L, 4L, NA, NA, NA, NA, NA,
## NA, 1L, NA, NA, 1L, NA, NA, 4L, 3L, NA, NA, 5L, NA, NA, NA,
## NA, 4L, 4L, NA, 3L, NA, NA, 3L, NA, 7L, 5L, NA, 2L, NA, NA,
## NA, 3L, 3L, NA, NA, 3L, NA, 6L, NA, 6L, NA, NA, 1L, NA, 2L,
## 1L, NA, 2L, NA, NA, NA, 3L, NA, NA, NA, NA, NA, 2L, 7L, 3L,
## NA, 6L, 4L, 5L, NA, 7L, NA, 4L, 6L, NA, 2L, NA, NA, NA, 5L,
## NA, 3L, 2L, NA, 5L, 5L, NA, NA, 4L, 3L, 6L, 4L, 6L, 5L, 6L,
## 2L, NA, NA, NA, NA, 4L, NA, NA, 6L, 5L, NA, NA, 6L, 2L, 1L,
## 2L, NA, NA, NA, 6L, NA, 3L, NA, NA, 2L, NA, 5L, NA, NA, 1L,
## 5L, 6L, 3L, 4L, NA, 3L, NA, 3L, 1L, 7L, NA, 6L, 2L, 3L, 1L,
## NA, NA, NA, NA, 6L, 4L, NA, NA, NA, 5L, 7L, NA, 2L, NA, 4L,
## 5L, NA, 3L, NA, 3L, 5L, NA, 1L, 5L, NA, NA, 7L, NA, 2L, 6L,
## NA, NA, 4L, 5L, 4L, NA, 6L, 3L, 1L, NA, 5L, NA, NA, NA, 6L,
## NA, NA, 5L, NA, 5L, 3L, NA, NA, NA, 4L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 4L, 4L,
## NA, NA, NA, 6L, 5L, NA, NA, 7L, 3L, 7L, 4L, 7L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 7L, 4L, 4L,
## 6L, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 5L, NA, 4L, NA, 6L, 7L, 4L, 6L, 5L, 6L, 6L,
## NA, NA, NA, NA, NA, 4L, 4L, 5L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 4L, NA, NA, NA, NA, 7L, NA, NA, 6L, NA, 2L, NA, NA,
## NA, NA, NA, 6L, NA, 6L, 6L, NA, NA, 5L, 5L, NA, NA, 2L, 5L,
## 6L, NA, NA, 4L, NA, 6L, NA, 5L, 5L, 3L, 4L, 7L, 5L, 1L, 4L,
## 2L, 3L, 5L, 4L, 5L, 2L, 6L, 7L, 5L, 6L, 6L, 4L, 7L, 6L, 3L,
## 2L, 5L, 5L, 5L, 6L, 5L, 6L, 6L, 7L, 6L, 4L, 4L, 6L, 6L, 7L,
## 5L, 3L, 5L, 2L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, 4L, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 3L, 6L, 2L, 6L, 7L, 4L, 4L, 5L, 3L, 6L, 4L, 5L,
## 6L, 4L, 3L, 6L, 3L, 7L, 7L, 1L, 5L, 6L, 4L, 4L, 5L, 4L, 4L,
## 5L, 5L, 5L, 5L, 4L, 4L, 3L, 4L, 4L, 6L, 4L, 6L, 4L, 5L, 5L,
## 4L, 4L, 1L, 3L, 7L, 5L, 4L, 6L, NA, 5L, 6L, 6L, 3L, 1L, 5L,
## 6L, 2L, 4L, 4L, 6L, 2L, 4L, 4L, 3L, 7L, NA, 6L, 3L, 5L, 2L,
## 4L, 2L, 4L, NA, 4L, 4L, 4L, 3L, 5L, 6L, 3L, 1L, 2L, 6L, 5L,
## 6L, 6L, 5L, 6L, 3L, 7L, 3L, 5L, 4L, 5L, 6L, 4L, 6L, 2L, 2L,
## 3L, 6L, 6L, 6L, 6L, 5L, 2L, 2L, 5L, NA, 5L, 4L, 6L, 5L, 4L,
## NA, 5L, 7L, 1L, 7L, 5L, 4L, 3L, 7L, 4L, 3L, 2L, 5L, 2L, 3L,
## 6L, 6L, 6L, 6L, 6L, 7L, 6L, 6L, 7L, 7L, 5L, 3L, NA, 6L, 7L,
## 4L, NA, 6L, 7L, 6L, 3L, 3L, 6L, 4L, 6L, 6L, 4L, 3L, 4L, 7L,
## 6L, 5L, 6L, 5L, 7L, 3L, 7L, NA, NA, NA, NA, NA, 4L, 3L, 7L,
## 5L, 5L, 6L, 5L, 5L, 7L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 5L, 2L,
## 2L, 5L, 4L, 3L, 7L, NA, NA, 5L, 6L, 1L, 6L, 7L, 6L, 7L, 6L,
## 3L, 1L, 4L, 3L, 5L, 7L, 5L, 6L, 4L, 7L, NA, 3L, 5L, 3L, 6L,
## 2L, 4L, 6L, 3L, 3L, 4L, 6L, 5L, 6L, 5L, 5L, 6L, 5L, 4L, 2L,
## 5L, 6L, 5L, 2L, 5L, 5L, 6L, 5L, 6L, 5L, 4L, 6L, 5L, 3L, 6L,
## 6L, 6L, 7L, 4L, 6L, 2L, 5L, 4L, 5L, 6L, 5L, 3L, 5L, 7L, 6L,
## 7L, 7L, 7L, 6L, 5L, 5L, 5L, 5L, 6L, 5L, 4L, 4L, 6L, 2L, 5L,
## 6L, 2L, 4L, 1L, 6L, 4L, 5L, 6L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1L, NA, 1L, NA,
## NA, 1L, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 5L, 5L, 4L, 5L,
## 4L, 3L, 4L, 4L, 6L, 4L, 6L, 4L, 5L, 5L, 3L, 7L, 5L, 4L, 1L,
## 4L, 6L, 6L, 3L, 1L, 5L, 5L, 6L, 6L, 2L, 4L, 2L, 4L, 4L, 6L,
## 4L, 4L, 3L, 6L, 4L, 5L, 7L, 3L, 2L, 4L, 2L, 1L, 3L, 4L, 7L,
## 6L, 5L, 4L, 5L, 4L, 3L, 3L, 5L, 6L, 3L, 2L, 5L, 6L, 5L, 6L,
## 4L, 5L, 6L, 6L, 7L, 3L, 3L, 6L, 6L, 6L, 4L, 6L, 6L, 6L, 6L,
## 5L, 2L, 7L, 2L, 7L, 5L, 5L, 5L, 5L, 6L, 6L, 4L, 2L, 4L, 5L,
## 6L, 3L, 7L, 6L, 6L, 4L, 7L, 2L, 4L, 2L, 5L, 3L, 2L, 4L, 6L,
## 6L, 2L, 5L, 7L, 5L, 4L, 5L, 5L, 5L, 6L, 7L, 6L, 4L, 2L, 6L,
## 2L, 5L, 6L, 4L, 4L, 5L, 3L, 1L, 2L, 5L, 4L, 5L, 5L, 4L, 6L,
## 3L, 2L, 6L, 7L, 3L, 6L, 5L, 6L, 2L, 5L, 5L, 5L, 6L, 5L, 5L,
## 6L, 7L, 6L, 6L, 2L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), LS_5 = c(1L,
## 2L, 3L, 1L, 7L, 4L, 4L, 4L, 6L, 6L, 6L, 4L, 3L, 3L, 6L, 3L,
## 2L, 3L, 6L, 4L, 6L, 7L, 5L, 2L, 4L, 4L, 4L, 4L, 5L, 5L, 4L,
## 6L, 3L, 1L, 7L, 5L, 3L, 4L, 2L, 1L, 1L, 1L, 5L, 5L, 6L, 5L,
## 6L, 4L, 5L, 5L, 5L, 6L, 6L, 4L, 4L, 3L, 7L, 5L, 6L, 5L, 1L,
## 3L, 5L, 4L, 1L, 1L, 4L, 1L, 1L, 7L, 4L, 2L, 1L, 2L, 2L, 4L,
## 4L, 5L, 1L, 4L, 7L, 2L, 3L, 6L, 2L, 5L, 5L, 3L, 3L, 6L, 7L,
## 2L, 6L, 3L, 3L, 7L, 4L, 4L, 7L, 4L, 5L, 3L, 4L, 6L, 4L, 2L,
## 4L, 4L, 4L, 3L, 6L, 6L, 1L, 1L, 4L, 1L, 2L, 2L, 2L, 7L, 6L,
## 5L, 7L, 6L, 5L, 5L, 1L, 1L, 2L, 6L, 3L, 3L, 3L, 3L, 6L, 4L,
## 6L, 3L, 2L, 6L, 1L, 7L, 2L, 5L, NA, 1L, 2L, 1L, 4L, NA, NA,
## NA, 6L, 6L, 1L, NA, NA, 2L, 3L, 1L, 6L, 5L, 5L, 2L, 2L, 1L,
## 6L, 7L, 7L, 5L, NA, 2L, NA, 7L, 5L, 1L, 6L, 2L, 5L, 4L, 3L,
## 3L, 7L, 6L, 2L, 3L, 1L, 4L, 7L, 4L, 5L, 3L, 5L, 2L, 3L, 3L,
## 5L, 5L, 5L, 1L, 3L, 6L, 2L, 5L, 4L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, 6L,
## 2L, 2L, 3L, 7L, 7L, 6L, 3L, 4L, 1L, 2L, 5L, NA, NA, NA, 4L,
## 2L, 4L, NA, 5L, 2L, 5L, 6L, NA, NA, NA, NA, NA, 5L, 2L, NA,
## NA, NA, NA, 5L, NA, 3L, NA, 1L, NA, NA, 6L, NA, 1L, 5L, 4L,
## 1L, 6L, 7L, NA, 1L, 6L, 2L, NA, NA, 1L, 5L, NA, NA, 1L, 5L,
## 2L, 6L, 6L, NA, 6L, 3L, 5L, NA, 2L, 5L, NA, NA, NA, NA, NA,
## NA, 2L, NA, NA, 1L, NA, NA, 6L, 4L, NA, NA, 7L, NA, NA, NA,
## NA, 3L, 2L, NA, 1L, NA, NA, 4L, NA, 7L, 3L, NA, 2L, NA, NA,
## NA, 3L, 5L, NA, NA, 3L, NA, 5L, NA, 2L, NA, NA, 1L, NA, 2L,
## 4L, NA, 7L, NA, NA, NA, 4L, NA, NA, NA, NA, NA, 1L, 5L, 5L,
## NA, 4L, 6L, 2L, NA, 6L, NA, 4L, 1L, NA, 3L, NA, NA, NA, 4L,
## NA, 2L, 1L, NA, 2L, 7L, NA, NA, 2L, 7L, 7L, 3L, 2L, 6L, 2L,
## 3L, NA, NA, NA, NA, 2L, NA, NA, 1L, 5L, NA, NA, 6L, 1L, 1L,
## 2L, NA, NA, NA, 6L, NA, 1L, NA, NA, 2L, NA, 1L, NA, NA, 1L,
## 3L, 4L, 7L, 3L, NA, 1L, NA, 3L, 1L, 5L, NA, 1L, 1L, 5L, 6L,
## NA, NA, NA, NA, 5L, 7L, NA, NA, NA, 5L, 5L, NA, 2L, NA, 3L,
## 7L, NA, 3L, NA, 2L, 3L, NA, 2L, 5L, NA, NA, 3L, NA, 2L, 2L,
## NA, NA, 5L, 2L, 5L, NA, 2L, 2L, 1L, NA, 7L, NA, NA, NA, 4L,
## NA, NA, 1L, NA, 4L, 2L, NA, NA, NA, 3L, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L, NA, NA, NA, 3L, 7L,
## NA, NA, NA, 5L, 3L, NA, NA, 7L, 1L, 1L, 5L, 7L, 1L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2L, NA, 5L, 1L, 1L,
## 6L, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, NA, NA,
## NA, NA, NA, NA, 2L, NA, 1L, NA, 4L, 7L, 3L, 6L, 1L, 6L, 7L,
## NA, NA, NA, NA, NA, 4L, 4L, 4L, NA, NA, NA, NA, NA, NA, 7L,
## NA, NA, 1L, NA, NA, NA, NA, 7L, NA, NA, 6L, NA, 2L, NA, NA,
## NA, NA, NA, 5L, NA, 5L, 3L, NA, NA, 1L, 4L, NA, NA, 2L, 4L,
## 6L, NA, NA, 4L, NA, 5L, NA, 1L, 5L, 3L, 1L, 6L, 4L, 4L, 2L,
## 1L, 3L, 5L, 7L, 5L, 4L, 3L, 6L, 5L, 6L, 7L, 5L, 7L, 7L, 1L,
## 2L, 1L, 1L, 1L, 6L, 1L, 5L, 6L, 7L, 7L, 4L, 3L, 5L, 6L, 5L,
## 3L, 1L, 6L, 1L, 3L, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 3L, 1L, 6L, 3L, 3L, 6L, 4L, 4L, 7L, 1L, 6L, 4L, 2L,
## 6L, 4L, 3L, 5L, 7L, 4L, 6L, 1L, 5L, 3L, 4L, 3L, 5L, 3L, 4L,
## 4L, 6L, 6L, 5L, 4L, 4L, 2L, 1L, 2L, 6L, 3L, 7L, 6L, 4L, 2L,
## 3L, 1L, 1L, 6L, 5L, 3L, 1L, 7L, NA, 2L, 1L, 6L, 6L, 1L, 3L,
## 4L, 7L, 6L, 4L, 3L, 2L, 6L, 1L, 6L, 7L, NA, 2L, 1L, 5L, 3L,
## 4L, 3L, 4L, NA, 1L, 4L, 4L, 3L, 1L, 6L, 1L, 1L, 2L, 2L, 5L,
## 6L, 5L, 3L, 6L, 1L, 6L, 2L, 5L, 5L, 3L, 5L, 4L, 3L, 1L, 6L,
## 5L, 6L, 5L, 6L, 6L, 7L, 1L, 1L, 7L, NA, 6L, 1L, 3L, 7L, 4L,
## NA, 2L, 7L, 1L, 1L, 6L, 2L, 5L, 7L, 5L, 7L, 3L, 5L, 7L, 4L,
## 5L, 2L, 6L, 1L, 6L, 7L, 5L, 2L, 2L, 7L, 2L, 3L, NA, 2L, 6L,
## 5L, NA, 1L, 7L, 6L, 4L, 4L, 6L, 3L, 5L, 5L, 4L, 2L, 4L, 7L,
## 2L, 4L, 5L, 5L, 7L, 4L, 7L, NA, NA, NA, NA, NA, 4L, 4L, 7L,
## 3L, 3L, 6L, 5L, 6L, 1L, 5L, 4L, 2L, 2L, 1L, 3L, 6L, 4L, 2L,
## 3L, 4L, 3L, 3L, 7L, NA, NA, 5L, 6L, 1L, 2L, 1L, 5L, 7L, 4L,
## 5L, 3L, 1L, 1L, 7L, 6L, 4L, 7L, 4L, 7L, NA, 3L, 7L, 6L, 5L,
## 7L, 6L, 7L, 5L, 3L, 4L, 6L, 4L, 5L, 5L, 5L, 5L, 6L, 5L, 4L,
## 4L, 6L, 3L, 4L, 6L, 2L, 4L, 2L, 4L, 5L, 3L, 5L, 4L, 5L, 5L,
## 6L, 5L, 4L, 4L, 4L, 4L, 3L, 2L, 5L, 5L, 3L, 3L, 7L, 7L, 6L,
## 5L, 5L, 7L, 5L, 2L, 7L, 4L, 5L, 7L, 7L, 4L, 4L, 5L, 3L, 5L,
## 2L, 1L, 3L, 6L, 6L, 3L, 2L, 7L, 3L, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 1L, NA, 1L, 1L, NA, 1L, NA, NA, 1L, 1L, NA, NA,
## 1L, 1L, 1L, 1L, NA, NA, NA, NA, 1L, NA, 1L, NA, NA, NA, NA,
## NA, NA, NA, 1L, NA, 1L, NA, 1L, 1L, NA, 4L, 6L, 5L, 4L, 6L,
## 4L, 2L, 2L, 3L, 7L, 1L, 6L, 6L, 2L, 4L, 6L, 5L, 3L, 1L, 1L,
## 1L, 7L, 1L, 6L, 1L, 2L, 3L, 6L, 4L, 7L, 4L, 2L, 6L, 6L, 3L,
## 1L, 3L, 6L, 2L, 4L, 5L, 7L, 1L, 3L, 4L, 3L, 1L, 2L, 5L, 7L,
## 6L, 3L, 5L, 5L, 2L, 2L, 3L, 4L, 5L, 3L, 4L, 5L, 6L, 2L, 6L,
## 6L, 4L, 6L, 6L, 4L, 3L, 5L, 6L, 5L, 4L, 1L, 3L, 2L, 6L, 6L,
## 4L, 2L, 4L, 3L, 5L, 6L, 2L, 5L, 1L, 3L, 7L, 5L, 6L, 4L, 2L,
## 2L, 5L, 4L, 1L, 2L, 5L, 6L, 4L, 3L, 4L, 4L, 2L, 2L, 2L, 6L,
## 3L, 2L, 3L, 7L, 6L, 4L, 3L, 2L, 6L, 6L, 7L, 6L, 5L, 4L, 4L,
## 1L, 5L, 6L, 4L, 1L, 2L, 3L, 4L, 2L, 1L, 1L, 5L, 2L, 6L, 6L,
## 2L, 2L, 6L, 6L, 3L, 2L, 4L, 5L, 5L, 4L, 3L, 5L, 6L, 5L, 6L,
## 6L, 7L, 6L, 5L, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), X = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L,
## 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 20L,
## 21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 32L,
## 33L, 34L, 35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 43L, 44L,
## 45L, 46L, 47L, 48L, 49L, 50L, 51L, 52L, 53L, 54L, 55L, 56L,
## 57L, 58L, 59L, 60L, 61L, 62L, 63L, 64L, 65L, 66L, 67L, 68L,
## 69L, 70L, 71L, 72L, 73L, 74L, 75L, 76L, 77L, 78L, 79L, 80L,
## 81L, 82L, 83L, 84L, 85L, 86L, 87L, 88L, 89L, 90L, 91L, 92L,
## 93L, 94L, 95L, 96L, 97L, 98L, 99L, 100L, 101L, 102L, 103L,
## 104L, 105L, 106L, 107L, 108L, 109L, 110L, 111L, 112L, 113L,
## 114L, 115L, 116L, 117L, 118L, 119L, 120L, 121L, 122L, 123L,
## 124L, 125L, 126L, 127L, 128L, 129L, 130L, 131L, 132L, 133L,
## 134L, 135L, 136L, 137L, 138L, 139L, 140L, 141L, 142L, 143L,
## 144L, 145L, 146L, 147L, 148L, 149L, 150L, 151L, 152L, 153L,
## 154L, 155L, 156L, 157L, 158L, 159L, 160L, 161L, 162L, 163L,
## 164L, 165L, 166L, 167L, 168L, 169L, 170L, 171L, 172L, 173L,
## 174L, 175L, 176L, 177L, 178L, 179L, 180L, 181L, 182L, 183L,
## 184L, 185L, 186L, 187L, 188L, 189L, 190L, 191L, 192L, 193L,
## 194L, 195L, 196L, 197L, 198L, 199L, 200L, 201L, 202L, 203L,
## 204L, 205L, 206L, 207L, 208L, 209L, 210L, 211L, 212L, 213L,
## 214L, 215L, 216L, 217L, 218L, 219L, 220L, 221L, 222L, 223L,
## 224L, 225L, 226L, 227L, 228L, 229L, 230L, 231L, 232L, 233L,
## 234L, 235L, 236L, 237L, 238L, 239L, 240L, 241L, 242L, 243L,
## 244L, 245L, 246L, 247L, 248L, 249L, 250L, 251L, 252L, 253L,
## 254L, 255L, 256L, 257L, 258L, 259L, 260L, 261L, 262L, 263L,
## 264L, 265L, 266L, 267L, 268L, 269L, 270L, 271L, 272L, 273L,
## 274L, 275L, 276L, 277L, 278L, 279L, 280L, 281L, 282L, 283L,
## 284L, 285L, 286L, 287L, 288L, 289L, 290L, 291L, 292L, 293L,
## 294L, 295L, 296L, 297L, 298L, 299L, 300L, 301L, 302L, 303L,
## 304L, 305L, 306L, 307L, 308L, 309L, 310L, 311L, 312L, 313L,
## 314L, 315L, 316L, 317L, 318L, 319L, 320L, 321L, 322L, 323L,
## 324L, 325L, 326L, 327L, 328L, 329L, 330L, 331L, 332L, 333L,
## 334L, 335L, 336L, 337L, 338L, 339L, 340L, 341L, 342L, 343L,
## 344L, 345L, 346L, 347L, 348L, 349L, 350L, 351L, 352L, 353L,
## 354L, 355L, 356L, 357L, 358L, 359L, 360L, 361L, 362L, 363L,
## 364L, 365L, 366L, 367L, 368L, 369L, 370L, 371L, 372L, 373L,
## 374L, 375L, 376L, 377L, 378L, 379L, 380L, 381L, 382L, 383L,
## 384L, 385L, 386L, 387L, 388L, 389L, 390L, 391L, 392L, 393L,
## 394L, 395L, 396L, 397L, 398L, 399L, 400L, 401L, 402L, 403L,
## 404L, 405L, 406L, 407L, 408L, 409L, 410L, 411L, 412L, 413L,
## 414L, 415L, 416L, 417L, 418L, 419L, 420L, 421L, 422L, 423L,
## 424L, 425L, 426L, 427L, 428L, 429L, 430L, 431L, 432L, 433L,
## 434L, 435L, 436L, 437L, 438L, 439L, 440L, 441L, 442L, 443L,
## 444L, 445L, 446L, 447L, 448L, 449L, 450L, 451L, 452L, 453L,
## 454L, 455L, 456L, 457L, 458L, 459L, 460L, 461L, 462L, 463L,
## 464L, 465L, 466L, 467L, 468L, 469L, 470L, 471L, 472L, 473L,
## 474L, 475L, 476L, 477L, 478L, 479L, 480L, 481L, 482L, 483L,
## 484L, 485L, 486L, 487L, 488L, 489L, 490L, 491L, 492L, 493L,
## 494L, 495L, 496L, 497L, 498L, 499L, 500L, 501L, 502L, 503L,
## 504L, 505L, 506L, 507L, 508L, 509L, 510L, 511L, 512L, 513L,
## 514L, 515L, 516L, 517L, 518L, 519L, 520L, 521L, 522L, 523L,
## 524L, 525L, 526L, 527L, 528L, 529L, 530L, 531L, 532L, 533L,
## 534L, 535L, 536L, 537L, 538L, 539L, 540L, 541L, 542L, 543L,
## 544L, 545L, 546L, 547L, 548L, 549L, 550L, 551L, 552L, 553L,
## 554L, 555L, 556L, 557L, 558L, 559L, 560L, 561L, 562L, 563L,
## 564L, 565L, 566L, 567L, 568L, 569L, 570L, 571L, 572L, 573L,
## 574L, 575L, 576L, 577L, 578L, 579L, 580L, 581L, 582L, 583L,
## 584L, 585L, 586L, 587L, 588L, 589L, 590L, 591L, 592L, 593L,
## 594L, 595L, 596L, 597L, 598L, 599L, 600L, 601L, 602L, 603L,
## 604L, 605L, 606L, 607L, 608L, 609L, 610L, 611L, 612L, 613L,
## 614L, 615L, 616L, 617L, 618L, 619L, 620L, 621L, 622L, 623L,
## 624L, 625L, 626L, 627L, 628L, 629L, 630L, 631L, 632L, 633L,
## 634L, 635L, 636L, 637L, 638L, 639L, 640L, 641L, 642L, 643L,
## 644L, 645L, 646L, 647L, 648L, 649L, 650L, 651L, 652L, 653L,
## 654L, 655L, 656L, 657L, 658L, 659L, 660L, 661L, 662L, 663L,
## 664L, 665L, 666L, 667L, 668L, 669L, 670L, 671L, 672L, 673L,
## 674L, 675L, 676L, 677L, 678L, 679L, 680L, 681L, 682L, 683L,
## 684L, 685L, 686L, 687L, 688L, 689L, 690L, 691L, 692L, 693L,
## 694L, 695L, 696L, 697L, 698L, 699L, 700L, 701L, 702L, 703L,
## 704L, 705L, 706L, 707L, 708L, 709L, 710L, 711L, 712L, 713L,
## 714L, 715L, 716L, 717L, 718L, 719L, 720L, 721L, 722L, 723L,
## 724L, 725L, 726L, 727L, 728L, 729L, 730L, 731L, 732L, 733L,
## 734L, 735L, 736L, 737L, 738L, 739L, 740L, 741L, 742L, 743L,
## 744L, 745L, 746L, 747L, 748L, 749L, 750L, 751L, 752L, 753L,
## 754L, 755L, 756L, 757L, 758L, 759L, 760L, 761L, 762L, 763L,
## 764L, 765L, 766L, 767L, 768L, 769L, 770L, 771L, 772L, 773L,
## 774L, 775L, 776L, 777L, 778L, 779L, 780L, 781L, 782L, 783L,
## 784L, 785L, 786L, 787L, 788L, 789L, 790L, 791L, 792L, 793L,
## 794L, 795L, 796L, 797L, 798L, 799L, 800L, 801L, 802L, 803L,
## 804L, 805L, 806L, 807L, 808L, 809L, 810L, 811L, 812L, 813L,
## 814L, 815L, 816L, 817L, 818L, 819L, 820L, 821L, 822L, 823L,
## 824L, 825L, 826L, 827L, 828L, 829L, 830L, 831L, 832L, 833L,
## 834L, 835L, 836L, 837L, 838L, 839L, 840L, 841L, 842L, 843L,
## 844L, 845L, 846L, 847L, 848L, 849L, 850L, 851L, 852L, 853L,
## 854L, 855L, 856L, 857L, 858L, 859L, 860L, 861L, 862L, 863L,
## 864L, 865L, 866L, 867L, 868L, 869L, 870L, 871L, 872L, 873L,
## 874L, 875L, 876L, 877L, 878L, 879L, 880L, 881L, 882L, 883L,
## 884L, 885L, 886L, 887L, 888L, 889L, 890L, 891L, 892L, 893L,
## 894L, 895L, 896L, 897L, 898L, 899L, 900L, 901L, 902L, 903L,
## 904L, 905L, 906L, 907L, 908L, 909L, 910L, 911L, 912L, 913L,
## 914L, 915L, 916L, 917L, 918L, 919L, 920L, 921L, 922L, 923L,
## 924L, 925L, 926L, 927L, 928L, 929L, 930L, 931L, 932L, 933L,
## 934L, 935L, 936L, 937L, 938L, 939L, 940L, 941L, 942L, 943L,
## 944L, 945L, 946L, 947L, 948L, 949L, 950L, 951L, 952L, 953L,
## 954L, 955L, 956L, 957L, 958L, 959L, 960L, 961L, 962L, 963L,
## 964L, 965L, 966L, 967L, 968L, 969L, 970L, 971L, 972L, 973L,
## 974L, 975L, 976L, 977L, 978L, 979L, 980L, 981L, 982L, 983L,
## 984L, 985L, 986L, 987L, 988L, 989L, 990L, 991L, 992L, 993L,
## 994L, 995L, 996L, 997L, 998L, 999L, 1000L, 1001L, 1002L,
## 1003L, 1004L, 1005L, 1006L, 1007L, 1008L, 1009L, 1010L, 1011L,
## 1012L, 1013L, 1014L, 1015L, 1016L, 1017L, 1018L, 1019L, 1020L,
## 1021L, 1022L, 1023L, 1024L, 1025L, 1026L, 1027L, 1028L, 1029L,
## 1030L, 1031L, 1032L, 1033L, 1034L, 1035L, 1036L, 1037L, 1038L,
## 1039L, 1040L, 1041L, 1042L, 1043L, 1044L, 1045L, 1046L, 1047L,
## 1048L, 1049L, 1050L, 1051L, 1052L, 1053L, 1054L, 1055L, 1056L,
## 1057L, 1058L, 1059L, 1060L, 1061L, 1062L, 1063L, 1064L, 1065L,
## 1066L, 1067L, 1068L, 1069L, 1070L, 1071L, 1072L, 1073L, 1074L,
## 1075L, 1076L, 1077L, 1078L, 1079L, 1080L, 1081L, 1082L, 1083L,
## 1084L, 1085L, 1086L, 1087L, 1088L, 1089L, 1090L, 1091L, 1092L,
## 1093L, 1094L, 1095L, 1096L, 1097L, 1098L, 1099L, 1100L, 1101L,
## 1102L, 1103L, 1104L, 1105L, 1106L, 1107L, 1108L, 1109L, 1110L,
## 1111L, 1112L, 1113L, 1114L, 1115L, 1116L, 1117L, 1118L, 1119L,
## 1120L, 1121L, 1122L, 1123L, 1124L, 1125L, 1126L, 1127L, 1128L,
## 1129L, 1130L, 1131L, 1132L, 1133L, 1134L, 1135L, 1136L, 1137L,
## 1138L, 1139L, 1140L, 1141L, 1142L, 1143L, 1144L, 1145L, 1146L,
## 1147L, 1148L, 1149L, 1150L, 1151L, 1152L, 1153L, 1154L, 1155L,
## 1156L, 1157L, 1158L, 1159L, 1160L), CPS_1 = c(NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, 8L, 5L, 5L, 6L, 7L, 6L, 5L, 5L, 7L, 6L,
## 5L, 6L, 4L, 8L, 5L, 6L, NA, 8L, 8L, 8L, 8L, NA, NA, NA, 8L,
## 8L, 7L, NA, NA, 7L, 7L, 8L, 7L, 8L, 6L, 8L, 5L, 8L, 5L, 8L,
## 8L, 5L, NA, 5L, NA, 8L, 5L, 8L, 6L, 5L, 5L, 4L, 7L, 6L, 8L,
## 8L, 5L, 2L, 6L, 8L, 8L, 8L, 7L, 8L, 8L, 8L, 1L, 7L, 5L, 8L,
## 7L, 4L, 7L, 5L, 8L, 7L, 6L, NA, NA, NA, 6L, 8L, 5L, 6L, NA,
## 7L, 6L, 5L, 5L, 7L, 5L, 4L, 7L, NA, 5L, 5L, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## 5L, 8L, 7L, 5L, 6L, 8L, 8L, 7L, 8L, 4L, 5L, 5L, 6L, 7L, 4L,
## 8L, 4L, 7L, 8L, 7L, 6L, 5L, 7L, 6L, 6L, 6L, 6L, 8L, 7L, 7L,
## 8L, 7L, 6L, 7L, 8L, 7L, 6L, 8L, 5L, 7L, 7L, 7L, 7L, 8L, 7L,
## 7L, 7L, 7L, 7L, 7L, 7L, NA, 7L, 8L, 8L, 7L, 6L, 7L, 5L, 8L,
## 6L, 8L, 7L, 7L, 6L, 5L, 8L, 6L, NA, 7L, 7L, 6L, 7L, 8L, 5L,
## 6L, NA, 8L, 7L, 5L, 5L, 5L, 7L, 7L, 5L, 7L, 5L, 7L, 7L, 6L,
## 5L, 7L, 8L, 5L, 6L, 7L, 8L, 7L, 7L, 6L, 7L, 6L, 7L, 6L, 6L,
## 7L, 6L, 7L, 6L, 6L, 8L, 5L, 4L, 6L, 8L, 3L, 6L, 5L, 6L, 6L,
## 8L, 8L, 7L, 7L, 7L, 7L, 7L, 5L, 8L, 8L, 5L, 8L, 7L, 8L, 8L,
## 7L, 8L, 6L, 7L, 7L, 7L, 6L, 8L, 5L, 7L, 5L, 5L, 8L, 6L, 7L,
## 6L, 7L, 5L, 6L, 2L, 8L, 8L, 7L, 5L, 7L, 6L, 4L, 8L, 8L, 5L,
## 7L, 7L, 7L, 8L, 8L, 6L, NA, NA, NA, NA, 4L, 4L, 7L, 8L, 7L,
## 5L, 6L, 5L, 4L, 4L, 4L, 6L, 7L, 2L, 8L, 7L, 4L, 6L, 7L, 7L,
## 4L, 5L, 8L, NA, NA, 4L, 7L, 7L, 8L, 7L, 6L, 8L, 8L, 5L, 8L,
## 8L, 7L, 7L, 7L, 7L, 6L, 5L, 7L, NA, 8L, 2L, 5L, 7L, 8L, 8L,
## 6L, 4L, 7L, 6L, 8L, 7L, 8L, 6L, 4L, 5L, 7L, 6L, 8L, 6L, 8L,
## 5L, 7L, 8L, 6L, 8L, 6L, 7L, 5L, 4L, 7L, 7L, 8L, 7L, 8L, 6L,
## 8L, 5L, 8L, 6L, 7L, 7L, 7L, 8L, 7L, 6L, 8L, 7L, 7L, 8L, 6L,
## 8L, 8L, 5L, 8L, 8L, 8L, 7L, 8L, 6L, 5L, 5L, 7L, 7L, 7L, 8L,
## 7L, 6L, 8L, 8L, 8L, 8L, 5L, NA, 3L, 7L, NA, 8L, 7L, 6L, 7L,
## 8L, 5L, 1L, 4L, 3L, 4L, 5L, 8L, 6L, 4L, 1L, 6L, 2L, 5L, 7L,
## 4L, 1L, 6L, 1L, 5L, 5L, 5L, 8L, 7L, 5L, 5L, 6L, 7L, 8L, 7L,
## 3L, 8L, 7L, 8L, 4L, 3L, 5L, 3L, 7L, 7L, 7L, 6L, 8L, 7L, 8L,
## 6L, 5L, 7L, 7L, 8L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
## 8L, 7L, 6L, 7L, 7L, 8L, 5L, 8L, 8L, 7L, 6L, 6L, 7L, 5L, 8L,
## 8L, 7L, 8L, 6L, 6L, 7L, 5L, 6L, 7L, 6L, 3L, 7L, 6L, 8L, 6L,
## 8L, 7L, 5L, 8L, 7L, 6L, 6L, 7L, 6L, 6L, 5L, 5L, 7L, 6L, 5L,
## 8L, 7L, 5L, 6L, 5L, 3L, 5L, 7L, 4L, 5L, 6L, 4L, 7L, 3L, 7L,
## 5L, 6L, 7L, 3L, 6L, 7L, 5L, 7L, 6L, 5L, 7L, 7L, 7L, 6L, 8L,
## 5L, 7L, 7L, 2L, 7L, 4L, 5L, 8L, 7L, 3L, 7L, 6L, 4L, 7L, 6L,
## 6L, 8L, 6L, 4L, 7L, 7L, 7L, 6L, 4L, 7L, 7L, 5L, 6L, 6L, 7L,
## 6L, 5L, 6L, 7L, 6L, 4L, 6L, 6L, 3L, 6L, 6L, 7L, 7L, 5L, 3L,
## 6L, 7L, 7L, 4L, 6L, 6L, 5L, 4L, 4L, 6L, 7L, 6L, 4L, 6L, 6L,
## 6L, 6L, 1L, 6L, NA, 8L, 3L, NA, NA, 5L, NA, NA, 7L, 7L, NA,
## 5L, 4L, 5L, 6L, NA, 7L, 6L, 6L, NA, NA, 7L, 7L, 5L, 5L, 6L,
## 7L, 6L, 6L, 7L, 7L, 7L, 8L, 8L, 4L, 5L, NA, 6L, 5L, 8L, NA,
## 6L, 7L, 5L, NA, 4L, 7L, 2L, 5L, NA, NA), CPS_2 = c(NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, 7L, 5L, 5L, 7L, 5L, 4L, 2L, 7L, 6L,
## 5L, 6L, 8L, 5L, 8L, 7L, 4L, NA, 8L, 8L, 8L, 8L, NA, NA, NA,
## 8L, 7L, 6L, NA, NA, 5L, 8L, 5L, 6L, 5L, 5L, 7L, 7L, 5L, 5L,
## 8L, 7L, 6L, NA, 6L, NA, 4L, 6L, 5L, 6L, 4L, 4L, 5L, 6L, 7L,
## 8L, 8L, 8L, 6L, 4L, 8L, 5L, 8L, 7L, 6L, 7L, 4L, 1L, 5L, 5L,
## 6L, 5L, 6L, 6L, 4L, 7L, 7L, 8L, NA, NA, NA, 7L, 6L, 5L, 6L,
## NA, 6L, 5L, 4L, 6L, 8L, 8L, 5L, 7L, NA, 4L, 4L, 8L, 8L, 3L,
## 7L, 6L, 5L, 8L, 5L, 5L, 5L, 8L, 5L, 4L, NA, NA, NA, 5L, 1L,
## 6L, NA, 5L, 6L, 6L, 6L, 8L, 8L, NA, 8L, 3L, 5L, 2L, NA, NA,
## 4L, 6L, 5L, 1L, 2L, 5L, 6L, 8L, 6L, 2L, 5L, 7L, 7L, 7L, 7L,
## 4L, 4L, 5L, 8L, 6L, 4L, 7L, NA, 8L, 5L, 6L, 8L, 1L, 1L, 7L,
## 5L, 8L, 5L, 3L, 6L, 6L, 5L, 3L, 4L, 6L, NA, 7L, 4L, 5L, 3L,
## 5L, 7L, 5L, 2L, 3L, 6L, 7L, 5L, NA, NA, 8L, 1L, 5L, 4L, 7L,
## 3L, 3L, 7L, 5L, 2L, 4L, 5L, 6L, 7L, 7L, 5L, 5L, 2L, 8L, 6L,
## 6L, 7L, 4L, 7L, 3L, 7L, 6L, 4L, 4L, 5L, 8L, 5L, 2L, 8L, 2L,
## NA, 8L, 7L, 5L, 5L, 6L, NA, 5L, 4L, 5L, 7L, 8L, 1L, 6L, NA,
## 6L, 5L, 5L, 4L, 6L, NA, 7L, 8L, NA, 4L, 6L, 4L, NA, 4L, 8L,
## 5L, 4L, 1L, 7L, 8L, 8L, 7L, 4L, 6L, 7L, 4L, 5L, 7L, 4L, 4L,
## 8L, 8L, 4L, 7L, 5L, 6L, NA, 8L, 3L, 5L, NA, 6L, 4L, 8L, 5L,
## 6L, 5L, 3L, 6L, 4L, 7L, 8L, 6L, 5L, 7L, 6L, 6L, NA, 5L, 2L,
## 8L, 2L, 5L, 5L, 8L, 4L, 5L, 6L, 7L, NA, 6L, 4L, 5L, 4L, 4L,
## 4L, NA, NA, 6L, 8L, 4L, 6L, 8L, 5L, 4L, 5L, 5L, 6L, 7L, 5L,
## 4L, 7L, NA, 4L, 4L, 5L, 7L, 6L, 7L, 7L, 7L, 6L, 7L, 5L, 4L,
## 2L, 4L, 5L, 2L, 7L, 1L, 4L, 6L, 6L, 6L, 8L, 2L, 7L, 6L, 8L,
## 8L, 7L, 4L, 7L, 6L, NA, NA, 4L, 5L, NA, NA, 5L, 8L, NA, 6L,
## 6L, 3L, 4L, 4L, 3L, 7L, 7L, 5L, 5L, 4L, 7L, 7L, 1L, 8L, 5L,
## 8L, 5L, 7L, 1L, 6L, 6L, 6L, 8L, 5L, 7L, 7L, 3L, 4L, 8L, 5L,
## 5L, 3L, 5L, 7L, 7L, 6L, 7L, 8L, 6L, 6L, 5L, 4L, 2L, 4L, 7L,
## 6L, 4L, 5L, 5L, 6L, 1L, 5L, 7L, 6L, 2L, 5L, 4L, 7L, 8L, 7L,
## 5L, 5L, 8L, 4L, 5L, 4L, 4L, 8L, 8L, 5L, 4L, 8L, 7L, 6L, 1L,
## NA, 4L, 4L, 3L, 8L, 6L, 8L, 7L, 7L, 3L, 6L, 8L, NA, 8L, NA,
## NA, 8L, 5L, NA, 6L, 4L, 5L, 3L, 8L, 6L, NA, 5L, 4L, 6L, 7L,
## 4L, 8L, 7L, NA, 6L, 6L, 6L, 5L, 7L, 4L, 1L, 7L, 1L, 4L, 6L,
## 4L, 3L, 7L, 5L, 4L, 6L, 6L, 5L, 6L, 6L, 6L, 6L, 5L, 7L, 7L,
## 4L, 6L, 7L, 5L, 5L, 4L, 6L, 4L, 8L, 5L, 5L, 8L, 7L, 4L, 6L,
## 5L, 7L, 8L, 7L, 7L, 6L, 8L, 5L, 7L, 4L, 6L, 5L, 3L, 6L, 4L,
## 3L, 5L, 5L, 5L, NA, NA, NA, 8L, NA, NA, NA, NA, 2L, NA, NA,
## 7L, 6L, NA, NA, 7L, NA, 7L, NA, 3L, NA, NA, NA, NA, NA, 4L,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## 5L, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, NA,
## 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 8L, NA,
## NA, 5L, 6L, 7L, 5L, 5L, 5L, 4L, 7L, 6L, 4L, 5L, 5L, 6L, 6L,
## 4L, 1L, 5L, 5L, 8L, 7L, 5L, 6L, 5L, 6L, 5L, 6L, 7L, 6L, 6L,
## 6L, 7L, 7L, 6L, 7L, 5L, 4L, 6L, 6L, 5L, 7L, 7L, 6L, 7L, 7L,
## 4L, 7L, 5L, 7L, 6L, 8L, 6L, NA, 4L, 1L, 7L, 6L, 5L, 7L, 4L,
## 5L, 5L, 8L, 6L, 5L, 5L, 5L, 6L, 4L, NA, 5L, 6L, 6L, 5L, 2L,
## 6L, 6L, NA, 4L, 6L, 5L, 4L, 5L, 7L, 5L, 6L, 4L, 5L, 7L, 7L,
## 6L, 5L, 7L, 5L, 3L, 5L, 8L, 7L, 5L, 6L, 5L, 8L, 7L, 7L, 6L,
## 7L, 7L, 7L, 7L, 6L, 6L, 8L, 5L, 2L, 6L, 4L, 3L, 6L, 5L, 8L,
## 4L, 8L, 7L, 7L, 7L, 7L, 7L, 4L, 5L, 7L, 4L, 5L, 5L, 5L, 7L,
## 8L, 7L, 8L, 5L, 7L, 7L, 8L, 5L, 5L, 6L, 6L, 4L, 4L, 6L, 6L,
## 7L, 5L, 6L, 5L, 2L, 3L, 7L, 8L, 6L, 4L, 7L, 4L, 4L, 4L, 7L,
## 5L, 7L, 6L, 7L, 6L, 8L, 5L, NA, NA, NA, NA, 5L, 6L, 7L, 6L,
## 6L, 6L, 7L, 5L, 3L, 4L, 4L, 6L, 6L, 2L, 5L, 7L, 4L, 6L, 4L,
## 7L, 4L, 5L, 8L, NA, NA, 4L, 6L, 7L, 7L, 4L, 2L, 4L, 7L, 5L,
## 7L, 5L, 5L, 7L, 5L, 6L, 4L, 5L, 7L, NA, 6L, 2L, 7L, 5L, 8L,
## 7L, 7L, 5L, 5L, 7L, 7L, 5L, 6L, 5L, 5L, 6L, 7L, 4L, 6L, 5L,
## 7L, 4L, 7L, 6L, 6L, 7L, 5L, 5L, 4L, 1L, 7L, 6L, 5L, 4L, 5L,
## 5L, 5L, 5L, 6L, 7L, 6L, 5L, 7L, 7L, 5L, 6L, 7L, 8L, 7L, 6L,
## 5L, 7L, 7L, 6L, 7L, 6L, 5L, 5L, 8L, 6L, 5L, 4L, 7L, 6L, 6L,
## 6L, 7L, 5L, 8L, 7L, 6L, 7L, 5L, NA, 3L, 7L, NA, 6L, 7L, 5L,
## 5L, 6L, 5L, 1L, 5L, 2L, 5L, 2L, 6L, 6L, 3L, 1L, 6L, 1L, 2L,
## 3L, 3L, 5L, 4L, 7L, 1L, 3L, 4L, 2L, 5L, 5L, 4L, 6L, 5L, 3L,
## 5L, 5L, 5L, 5L, 4L, 3L, 3L, 2L, 3L, 6L, 6L, 7L, 6L, 7L, 7L,
## 5L, 6L, 5L, 7L, 4L, 6L, 7L, 7L, 6L, 5L, 7L, 6L, 4L, 7L, 8L,
## 6L, 1L, 6L, 5L, 4L, 7L, 7L, 4L, 5L, 8L, 5L, 5L, 5L, 6L, 5L,
## 7L, 6L, 5L, 2L, 6L, 4L, 6L, 6L, 6L, 5L, 6L, 5L, 6L, 5L, 6L,
## 6L, 5L, 6L, 6L, 5L, 5L, 4L, 7L, 5L, 6L, 6L, 4L, 5L, 7L, 5L,
## 5L, 6L, 6L, 5L, 6L, 4L, 3L, 6L, 7L, 7L, 4L, 1L, 5L, 6L, 6L,
## 6L, 6L, 6L, 7L, 4L, 4L, 8L, 6L, 6L, 2L, 4L, 4L, 6L, 6L, 5L,
## 8L, 4L, 5L, 5L, 2L, 7L, 4L, 4L, 5L, 6L, 2L, 4L, 3L, 4L, 4L,
## 5L, 5L, 3L, 5L, 3L, 6L, 4L, 4L, 6L, 5L, 6L, 3L, 6L, 5L, 6L,
## 5L, 7L, 5L, 6L, 7L, 4L, 2L, 5L, 5L, 6L, 6L, 4L, 5L, 6L, 3L,
## 3L, 6L, 5L, 5L, 4L, 5L, 5L, 6L, 6L, 6L, 5L, 5L, 3L, 4L, 3L,
## 4L, 7L, 6L, 4L, 6L, NA, 5L, 4L, NA, NA, 5L, NA, NA, 4L, 6L,
## NA, 6L, 5L, 6L, 6L, NA, 6L, 5L, 6L, NA, NA, 3L, 7L, 5L, 4L,
## 6L, 6L, 4L, 6L, 6L, 7L, 7L, 7L, 5L, 4L, 4L, NA, 7L, 5L, 5L,
## NA, 5L, 5L, 7L, NA, 5L, 6L, 4L, 5L, NA, NA), CPS_3 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 7L, 5L, 2L, 4L, 6L, 6L, 1L, 7L,
## 7L, 2L, 6L, 7L, 4L, 5L, 6L, 4L, NA, 7L, 7L, 8L, 7L, NA, NA,
## NA, 8L, 8L, 5L, NA, NA, 5L, 6L, 6L, 4L, 4L, 5L, 7L, 7L, 5L,
## 5L, 8L, 5L, 6L, NA, 5L, NA, 4L, 7L, 5L, 5L, 4L, 4L, 5L, 6L,
## 7L, 7L, 6L, 8L, 4L, 4L, 7L, 4L, 8L, 5L, 6L, 7L, 7L, 2L, 5L,
## 6L, 6L, 7L, 5L, 6L, 4L, 6L, 7L, 7L, NA, NA, NA, 6L, 7L, 6L,
## 8L, NA, 6L, 6L, 4L, 7L, 4L, 5L, 5L, 7L, NA, 5L, 5L, 8L, 8L,
## 3L, 8L, 6L, 5L, 8L, 8L, 5L, 7L, 8L, 8L, 4L, NA, NA, NA, 6L,
## 1L, 4L, NA, 4L, 6L, 8L, 5L, 8L, 8L, NA, 5L, 4L, 5L, 3L, NA,
## NA, 6L, 7L, 6L, 3L, 2L, 5L, 4L, 7L, 5L, 4L, 5L, 6L, 7L, 2L,
## 7L, 4L, 5L, 5L, 8L, 6L, 4L, 5L, NA, 4L, 5L, 5L, 7L, 4L, 1L,
## 5L, 5L, 8L, 5L, 4L, 6L, 6L, 4L, 2L, 1L, 6L, NA, 8L, 4L, 5L,
## 3L, 6L, 7L, 7L, 2L, 4L, 4L, 8L, 5L, NA, NA, 7L, 2L, 6L, 4L,
## 4L, 2L, 3L, 8L, 5L, 2L, 4L, 5L, 6L, 6L, 1L, 5L, 5L, 2L, 7L,
## 4L, 6L, 6L, 4L, 7L, 3L, 7L, 5L, 5L, 5L, 3L, 8L, 5L, 1L, 8L,
## 2L, NA, 6L, 7L, 5L, 5L, 6L, NA, 5L, 3L, 5L, 6L, 8L, 5L, 6L,
## NA, 6L, 5L, 6L, 5L, 5L, NA, 5L, 8L, NA, 3L, 5L, 4L, NA, 5L,
## 6L, 4L, 5L, 1L, 6L, 8L, 8L, 7L, 6L, 4L, 6L, 4L, 4L, 6L, 2L,
## 4L, 8L, 8L, 7L, 7L, 4L, 8L, NA, 8L, 3L, 7L, NA, 4L, 4L, 6L,
## 4L, 6L, 5L, 3L, 6L, 5L, 7L, 8L, 4L, 5L, 7L, 7L, 2L, NA, 5L,
## 4L, 8L, 1L, 5L, 4L, 6L, 4L, 5L, 8L, 6L, NA, 5L, 4L, 2L, 5L,
## 5L, 6L, NA, NA, 6L, 7L, 2L, 5L, 7L, 3L, 4L, 4L, 5L, 5L, 6L,
## 5L, 4L, 7L, NA, 4L, 4L, 5L, 4L, 6L, 8L, 7L, 7L, 6L, 5L, 4L,
## 6L, 3L, 5L, 6L, 2L, 7L, 1L, 2L, 4L, 5L, 4L, 6L, 7L, 7L, 6L,
## 6L, 8L, 5L, 3L, 4L, 7L, NA, NA, 4L, 5L, NA, NA, 5L, 8L, NA,
## 6L, 6L, 3L, 3L, 6L, 4L, 8L, 8L, 4L, 5L, 7L, 8L, 4L, 4L, 8L,
## 4L, 6L, 5L, 7L, 1L, 6L, 6L, 6L, 8L, 5L, 7L, 7L, 1L, 1L, 7L,
## 4L, 5L, 3L, 5L, 6L, 6L, 6L, 8L, 8L, 6L, 6L, 4L, 5L, 2L, 4L,
## 7L, 7L, 4L, 7L, 5L, 6L, 1L, 5L, 6L, 6L, 2L, 5L, 4L, 2L, 8L,
## 6L, 4L, 4L, 8L, 5L, 5L, 5L, 4L, 8L, 8L, 5L, 5L, 8L, 6L, 6L,
## 1L, NA, 3L, 5L, 7L, 7L, 6L, 8L, 7L, 7L, 3L, 6L, 8L, NA, 8L,
## NA, NA, 4L, 5L, NA, 6L, 4L, 8L, 6L, 8L, 7L, NA, 2L, 4L, 8L,
## 7L, 5L, 8L, 6L, NA, 7L, 8L, 5L, 5L, 6L, 5L, 1L, 7L, 1L, 5L,
## 5L, 3L, 4L, 6L, 5L, 4L, 4L, 5L, 6L, 6L, 6L, 6L, 7L, 4L, 5L,
## 7L, 5L, 6L, 6L, 5L, 6L, 3L, 6L, 5L, 6L, 6L, 4L, 8L, 7L, 5L,
## 5L, 5L, 5L, 7L, 7L, 7L, 5L, 8L, 6L, 7L, 3L, 8L, 5L, 5L, 8L,
## 4L, 4L, 5L, 7L, 4L, NA, NA, NA, 8L, NA, NA, NA, NA, 2L, NA,
## NA, 8L, 8L, NA, NA, 7L, NA, 6L, NA, 6L, NA, NA, NA, NA, NA,
## 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 6L, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 8L,
## NA, NA, 5L, 6L, 6L, 5L, 5L, 6L, 4L, 6L, 7L, 4L, 5L, 5L, 4L,
## 5L, 4L, 1L, 4L, 6L, 4L, 7L, 5L, 6L, 7L, 7L, 6L, 7L, 6L, 6L,
## 7L, 6L, 6L, 7L, 6L, 7L, 6L, 4L, 5L, 7L, 4L, 7L, 7L, 6L, 7L,
## 6L, 5L, 7L, 5L, 7L, 7L, 7L, 7L, NA, 3L, 1L, 6L, 7L, 5L, 6L,
## 4L, 8L, 5L, 8L, 6L, 6L, 7L, 5L, 6L, 4L, NA, 5L, 6L, 6L, 7L,
## 3L, 5L, 6L, NA, 7L, 7L, 5L, 3L, 5L, 7L, 7L, 6L, 6L, 6L, 7L,
## 7L, 5L, 6L, 7L, 4L, 5L, 5L, 8L, 6L, 6L, 6L, 6L, 6L, 6L, 7L,
## 6L, 8L, 5L, 6L, 7L, 5L, 6L, 8L, 5L, 5L, 6L, 5L, 3L, 2L, 5L,
## 7L, 5L, 8L, 7L, 1L, 7L, 7L, 7L, 6L, 6L, 8L, 4L, 8L, 5L, 7L,
## 7L, 8L, 7L, 8L, 6L, 5L, 7L, 7L, 6L, 6L, 5L, 6L, 5L, 4L, 7L,
## 5L, 7L, 5L, 6L, 6L, 5L, 5L, 7L, 8L, 5L, 4L, 7L, 6L, 4L, 6L,
## 7L, 6L, 6L, 6L, 7L, 5L, 8L, 5L, NA, NA, NA, NA, 3L, 5L, 7L,
## 6L, 4L, 6L, 6L, 5L, 3L, 4L, 4L, 6L, 6L, 2L, 7L, 7L, 4L, 6L,
## 4L, 6L, 4L, 5L, 7L, NA, NA, 4L, 4L, 7L, 2L, 5L, 2L, 4L, 6L,
## 5L, 8L, 3L, 7L, 6L, 4L, 6L, 4L, 5L, 7L, NA, 5L, 1L, 5L, 7L,
## 7L, 8L, 7L, 5L, 6L, 7L, 8L, 7L, 8L, 6L, 4L, 5L, 6L, 4L, 5L,
## 7L, 7L, 4L, 7L, 7L, 6L, 8L, 5L, 6L, 5L, 5L, 7L, 7L, 5L, 6L,
## 4L, 6L, 6L, 4L, 7L, 4L, 6L, 5L, 8L, 7L, 5L, 7L, 7L, 8L, 6L,
## 6L, 5L, 6L, 8L, 6L, 7L, 8L, 6L, 5L, 8L, 6L, 6L, 5L, 5L, 7L,
## 7L, 6L, 7L, 6L, 8L, 6L, 6L, 8L, 5L, NA, 4L, 8L, NA, 7L, 6L,
## 5L, 7L, 8L, 5L, 8L, 7L, 7L, 4L, 5L, 6L, 3L, 6L, 8L, 6L, 7L,
## 5L, 6L, 4L, 1L, 5L, 7L, 8L, 4L, 6L, 5L, 5L, 5L, 5L, 7L, 6L,
## 5L, 6L, 7L, 6L, 3L, 3L, 6L, 4L, 5L, 6L, 7L, 6L, 7L, 6L, 6L,
## 7L, 6L, 5L, 4L, 7L, 4L, 7L, 7L, 7L, 6L, 5L, 7L, 7L, 5L, 7L,
## 7L, 7L, 1L, 7L, 5L, 3L, 6L, 6L, 4L, 8L, 8L, 6L, 5L, 7L, 6L,
## 5L, 6L, 6L, 5L, 3L, 6L, 4L, 6L, 5L, 6L, 7L, 3L, 3L, 5L, 5L,
## 6L, 5L, 6L, 7L, 5L, 6L, 5L, 6L, 6L, 5L, 5L, 6L, 5L, 6L, 6L,
## 5L, 5L, 5L, 5L, 4L, 6L, 7L, 5L, 5L, 7L, 7L, 5L, 2L, 5L, 7L,
## 4L, 6L, 6L, 4L, 5L, 4L, 5L, 6L, 3L, 6L, 5L, 4L, 6L, 6L, 6L,
## 7L, 5L, 5L, 5L, 5L, 4L, 7L, 4L, 4L, 6L, 7L, 3L, 5L, 4L, 5L,
## 6L, 6L, 5L, 3L, 2L, 5L, 5L, 5L, 4L, 7L, 7L, 7L, 4L, 6L, 6L,
## 6L, 6L, 6L, 5L, 4L, 7L, 5L, 2L, 6L, 7L, 4L, 5L, 6L, 5L, 7L,
## 3L, 3L, 7L, 5L, 6L, 4L, 5L, 4L, 5L, 6L, 5L, 5L, 5L, 4L, 7L,
## 4L, 5L, 4L, 5L, 4L, 6L, NA, 7L, 4L, NA, NA, 5L, NA, NA, 6L,
## 5L, NA, 5L, 3L, 6L, 6L, NA, 5L, 5L, 7L, NA, NA, 7L, 6L, 6L,
## 5L, 5L, 6L, 5L, 7L, 5L, 7L, 7L, 7L, 4L, 4L, 5L, NA, 6L, 5L,
## 7L, NA, 6L, 4L, 6L, NA, 5L, 8L, 2L, 4L, NA, NA), CPS_4 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 6L, 4L, 3L, 4L, 4L, 6L, 2L, 6L,
## 6L, 3L, 3L, 7L, 4L, 6L, 6L, 4L, NA, 4L, 7L, 6L, 7L, NA, NA,
## NA, 8L, 7L, 5L, NA, NA, 4L, 6L, 5L, 4L, 4L, 4L, 6L, 5L, 5L,
## 4L, 7L, 6L, 4L, NA, 4L, NA, 4L, 6L, 8L, 5L, 4L, 4L, 5L, 6L,
## 6L, 7L, 2L, 4L, 4L, 4L, 6L, 2L, 6L, 6L, 5L, 7L, 3L, 2L, 5L,
## 6L, 6L, 6L, 5L, 5L, 4L, 7L, 7L, 8L, NA, NA, NA, 5L, 5L, 5L,
## 5L, NA, 6L, 6L, 4L, 6L, 8L, 7L, 5L, 7L, NA, 4L, 5L, 8L, 8L,
## 3L, 3L, 6L, 6L, 8L, 6L, 5L, 6L, 8L, 6L, 2L, NA, NA, NA, 5L,
## 1L, 4L, NA, 3L, 6L, 7L, 6L, 7L, 6L, NA, 4L, 2L, 5L, 1L, NA,
## NA, 3L, 7L, 5L, 2L, 2L, 3L, 5L, 5L, 5L, 4L, 4L, 6L, 6L, 5L,
## 7L, 2L, 4L, 6L, 7L, 6L, 4L, 4L, NA, 1L, 3L, 4L, 8L, 2L, 1L,
## 5L, 5L, 8L, 5L, 3L, 6L, 3L, 4L, 2L, 3L, 4L, NA, 5L, 3L, 7L,
## 3L, 6L, 3L, 4L, 2L, 4L, 4L, 7L, 5L, NA, NA, 7L, 4L, 6L, 8L,
## 5L, 2L, 2L, 6L, 5L, 2L, 4L, 5L, 5L, 7L, 7L, 5L, 4L, 2L, 6L,
## 4L, 6L, 6L, 4L, 7L, 3L, 7L, 5L, 3L, 5L, 2L, 8L, 5L, 3L, 8L,
## 3L, NA, 8L, 7L, 5L, 5L, 6L, NA, 4L, 4L, 3L, 8L, 8L, 1L, 6L,
## NA, 5L, 4L, 3L, 5L, 6L, NA, 7L, 6L, NA, 3L, 6L, 4L, NA, 4L,
## 5L, 4L, 2L, 1L, 6L, 8L, 7L, 7L, 3L, 4L, 5L, 4L, 4L, 4L, 2L,
## 2L, 8L, 8L, 7L, 2L, 5L, 8L, NA, 8L, 3L, 7L, NA, 4L, 3L, 5L,
## 5L, 7L, 5L, 4L, 7L, 3L, 5L, 4L, 7L, 5L, 7L, 3L, 4L, NA, 1L,
## 6L, 7L, 3L, 4L, 4L, 6L, 4L, 3L, 8L, 8L, NA, 4L, 4L, 5L, 3L,
## 4L, 3L, NA, NA, 6L, 8L, 6L, 4L, 7L, 2L, 5L, 4L, 4L, 2L, 6L,
## 3L, 4L, 3L, NA, 4L, 4L, 5L, 6L, 7L, 6L, 7L, 2L, 4L, 5L, 4L,
## 4L, 4L, 4L, 5L, 2L, 7L, 1L, 6L, 6L, 7L, 5L, 8L, 2L, 6L, 5L,
## 5L, 8L, 6L, 4L, 5L, 4L, NA, NA, 3L, 5L, NA, NA, 3L, 4L, NA,
## 6L, 6L, 3L, 4L, 5L, 4L, 6L, 7L, 5L, 3L, 5L, 5L, 6L, 1L, 5L,
## 5L, 6L, 5L, 6L, 1L, 8L, 6L, 6L, 4L, 4L, 6L, 7L, 1L, 4L, 7L,
## 4L, 5L, 6L, 5L, 5L, 7L, 6L, 7L, 8L, 6L, 6L, 4L, 4L, 2L, 4L,
## 7L, 6L, 4L, 7L, 5L, 6L, 1L, 5L, 5L, 6L, 3L, 5L, 4L, 4L, 8L,
## 6L, 3L, 4L, 8L, 2L, 6L, 5L, 5L, 6L, 8L, 5L, 1L, 8L, 6L, 8L,
## 1L, NA, 5L, 5L, 4L, 6L, 4L, 4L, 7L, 7L, 3L, 6L, 8L, NA, 8L,
## NA, NA, 7L, 5L, NA, 7L, 3L, 4L, 2L, 8L, 6L, NA, 5L, 4L, 8L,
## 7L, 4L, 7L, 6L, NA, 5L, 7L, 6L, 5L, 6L, 5L, 1L, 7L, 1L, 5L,
## 2L, 1L, 4L, 6L, 4L, 4L, 6L, 4L, 5L, 6L, 4L, 6L, 6L, 4L, 7L,
## 6L, 4L, 5L, 6L, 5L, 6L, 3L, 7L, 5L, 6L, 5L, 2L, 8L, 7L, 5L,
## 5L, 4L, 4L, 6L, 7L, 7L, 5L, 8L, 5L, 7L, 4L, 5L, 5L, 3L, 7L,
## 4L, 4L, 5L, 4L, 5L, NA, NA, NA, 7L, NA, NA, NA, NA, 3L, NA,
## NA, 7L, 6L, NA, NA, 7L, NA, 6L, NA, 4L, NA, NA, NA, NA, NA,
## 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 7L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L,
## NA, 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 5L,
## NA, NA, 4L, 4L, 5L, 5L, 5L, 5L, 4L, 6L, 2L, 4L, 5L, 6L, 4L,
## 6L, 3L, 1L, 4L, 5L, 4L, 7L, 4L, 5L, 7L, 7L, 3L, 6L, 5L, 6L,
## 6L, 6L, 6L, 6L, 6L, 7L, 4L, 4L, 5L, 7L, 5L, 6L, 7L, 5L, 6L,
## 5L, 3L, 7L, 5L, 7L, 6L, 6L, 7L, NA, 3L, 1L, 6L, 7L, 4L, 6L,
## 4L, 3L, 4L, 8L, 7L, 6L, 5L, 5L, 7L, 4L, NA, 5L, 7L, 6L, 6L,
## 4L, 5L, 6L, NA, 4L, 6L, 5L, 4L, 5L, 7L, 7L, 6L, 4L, 5L, 7L,
## 7L, 5L, 5L, 7L, 5L, 5L, 5L, 8L, 6L, 5L, 6L, 6L, 6L, 7L, 7L,
## 6L, 7L, 5L, 6L, 6L, 5L, 6L, 6L, 5L, 5L, 5L, 4L, 3L, 7L, 5L,
## 8L, 5L, 8L, 7L, 1L, 6L, 7L, 7L, 7L, 5L, 8L, 3L, 5L, 6L, 7L,
## 6L, 8L, 7L, 8L, 6L, 5L, 7L, 8L, 5L, 5L, 6L, 6L, 5L, 4L, 8L,
## 6L, 7L, 6L, 6L, 6L, 7L, 4L, 7L, 6L, 6L, 4L, 7L, 6L, 4L, 4L,
## 7L, 6L, 7L, 7L, 7L, 5L, 8L, 5L, NA, NA, NA, NA, 4L, 6L, 6L,
## 6L, 5L, 7L, 7L, 5L, 1L, 4L, 4L, 6L, 6L, 2L, 6L, 7L, 4L, 4L,
## 4L, 7L, 4L, 5L, 1L, NA, NA, 4L, 6L, 7L, 2L, 2L, 2L, 5L, 6L,
## 5L, 7L, 3L, 3L, 6L, 5L, 7L, 4L, 5L, 7L, NA, 4L, 2L, 5L, 5L,
## 6L, 6L, 6L, 6L, 5L, 7L, 4L, 6L, 6L, 5L, 5L, 4L, 6L, 5L, 4L,
## 6L, 7L, 5L, 7L, 7L, 5L, 7L, 5L, 6L, 5L, 2L, 6L, 8L, 5L, 5L,
## 2L, 5L, 6L, 5L, 6L, 3L, 5L, 2L, 7L, 7L, 4L, 7L, 2L, 8L, 6L,
## 6L, 5L, 6L, 5L, 5L, 5L, 7L, 5L, 6L, 8L, 6L, 5L, 5L, 6L, 4L,
## 6L, 3L, 7L, 6L, 6L, 8L, 5L, 8L, 5L, NA, 3L, 8L, NA, 7L, 6L,
## 6L, 5L, 5L, 5L, 1L, 3L, 1L, 5L, 8L, 4L, 8L, 3L, 1L, 6L, 2L,
## 4L, 3L, 4L, 1L, 6L, 7L, 8L, 7L, 1L, 8L, 7L, 4L, 3L, 3L, 3L,
## 4L, 7L, 8L, 6L, 6L, 6L, 4L, 3L, 1L, 5L, 6L, 6L, 6L, 6L, 6L,
## 7L, 4L, 5L, 5L, 6L, 4L, 7L, 7L, 6L, 5L, 5L, 7L, 6L, 3L, 7L,
## 6L, 7L, 1L, 7L, 4L, 3L, 6L, 6L, 4L, 3L, 8L, 6L, 4L, 5L, 7L,
## 5L, 5L, 7L, 5L, 4L, 6L, 4L, 7L, 5L, 6L, 6L, 6L, 3L, 5L, 5L,
## 5L, 5L, 6L, 6L, 4L, 5L, 4L, 6L, 4L, 5L, 5L, 6L, 4L, 5L, 5L,
## 5L, 4L, 6L, 5L, 4L, 6L, 5L, 5L, 6L, 6L, 4L, 4L, 1L, 4L, 6L,
## 4L, 6L, 5L, 4L, 6L, 5L, 2L, 7L, 4L, 4L, 2L, 4L, 4L, 6L, 6L,
## 6L, 5L, 4L, 5L, 4L, 2L, 5L, 4L, 4L, 5L, 5L, 2L, 4L, 2L, 5L,
## 4L, 5L, 5L, 4L, 5L, 3L, 5L, 4L, 4L, 5L, 4L, 6L, 4L, 5L, 5L,
## 6L, 4L, 7L, 4L, 4L, 6L, 5L, 2L, 5L, 5L, 3L, 5L, 4L, 4L, 5L,
## 3L, 2L, 4L, 6L, 4L, 4L, 6L, 4L, 3L, 5L, 4L, 6L, 6L, 6L, 4L,
## 2L, 4L, 4L, 5L, 4L, 6L, NA, 5L, 2L, NA, NA, 4L, NA, NA, 5L,
## 6L, NA, 6L, 5L, 6L, 6L, NA, 5L, 5L, 5L, NA, NA, 2L, 6L, 5L,
## 6L, 4L, 7L, 5L, 6L, 5L, 7L, 6L, 6L, 5L, 4L, 5L, NA, 7L, 4L,
## 4L, NA, 5L, 5L, 7L, NA, 5L, 8L, 4L, 5L, NA, NA), CPS_5 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 8L, 6L, 4L, 4L, 6L, 5L, 1L, 5L,
## 7L, 4L, 4L, 8L, 4L, 8L, 6L, 5L, NA, 4L, 8L, 7L, 6L, NA, NA,
## NA, 8L, 8L, 6L, NA, NA, 6L, 8L, 5L, 6L, 7L, 5L, 6L, 4L, 6L,
## 5L, 8L, 8L, 4L, NA, 4L, NA, 7L, 7L, 7L, 6L, 3L, 6L, 4L, 7L,
## 6L, 7L, 5L, 6L, 4L, 5L, 5L, 7L, 8L, 6L, 7L, 8L, 7L, 1L, 4L,
## 5L, 8L, 5L, 5L, 6L, 4L, 7L, 7L, 6L, NA, NA, NA, 7L, 7L, 5L,
## 7L, NA, 6L, 5L, 5L, 5L, 4L, 5L, 4L, 7L, NA, 4L, 5L, 7L, 8L,
## 3L, 5L, 6L, 6L, 8L, 8L, 2L, 8L, 8L, 8L, 2L, NA, NA, NA, 5L,
## 2L, 5L, NA, 4L, 6L, 5L, 7L, 7L, 8L, NA, 8L, 4L, 5L, 5L, NA,
## NA, 7L, 7L, 4L, 3L, 6L, 4L, 5L, 7L, 5L, 4L, 8L, 7L, 7L, 6L,
## 7L, 4L, 6L, 6L, 7L, 5L, 6L, 8L, NA, 5L, 7L, 2L, 7L, 4L, 1L,
## 3L, 5L, 8L, 5L, 3L, 5L, 7L, 5L, 4L, 5L, 7L, NA, 6L, 5L, 6L,
## 4L, 8L, 3L, 6L, 2L, 5L, 4L, 7L, 5L, NA, NA, 7L, 6L, 5L, 8L,
## 3L, 4L, 5L, 8L, 8L, 7L, 3L, 5L, 4L, 7L, 1L, 5L, 7L, 2L, 8L,
## 3L, 5L, 7L, 4L, 5L, 4L, 7L, 7L, 3L, 1L, 5L, 8L, 4L, 4L, 7L,
## 5L, NA, 7L, 7L, 5L, 5L, 5L, NA, 4L, 2L, 6L, 8L, 7L, 4L, 3L,
## NA, 6L, 5L, 2L, 4L, 5L, NA, 7L, 8L, NA, 3L, 6L, 4L, NA, 6L,
## 5L, 6L, 1L, 7L, 6L, 8L, 8L, 8L, 7L, 5L, 7L, 5L, 6L, 7L, 2L,
## 4L, 8L, 8L, 7L, 6L, 6L, 8L, NA, 8L, 4L, 7L, NA, 2L, 2L, 6L,
## 5L, 8L, 8L, 1L, 7L, 4L, 6L, 8L, 5L, 4L, 7L, 6L, 3L, NA, 7L,
## 6L, 8L, 1L, 3L, 4L, 1L, 8L, 2L, 7L, 8L, NA, 8L, 1L, 3L, 5L,
## 1L, 6L, NA, NA, 7L, 8L, 2L, 8L, 8L, 4L, 5L, 4L, 5L, 5L, 5L,
## 6L, 4L, 5L, NA, 3L, 7L, 5L, 7L, 8L, 8L, 7L, 7L, 7L, 6L, 4L,
## 6L, 1L, 5L, 6L, 3L, 6L, 1L, 3L, 7L, 4L, 6L, 7L, 7L, 8L, 3L,
## 8L, 8L, 8L, 5L, 6L, 5L, NA, NA, 5L, 4L, NA, NA, 5L, 8L, NA,
## 7L, 6L, 7L, 6L, 7L, 5L, 5L, 8L, 7L, 7L, 4L, 7L, 6L, 1L, 8L,
## 3L, 6L, 5L, 8L, 1L, 8L, 6L, 7L, 5L, 1L, 6L, 7L, 8L, 4L, 8L,
## 4L, 5L, 3L, 5L, 8L, 6L, 6L, 7L, 8L, 8L, 6L, 4L, 7L, 2L, 8L,
## 7L, 8L, 4L, 8L, 6L, 6L, 1L, 5L, 6L, 6L, 1L, 5L, 6L, 6L, 8L,
## 6L, 5L, 4L, 8L, 8L, 6L, 8L, 3L, 8L, 8L, 5L, 6L, 8L, 6L, 8L,
## 1L, NA, 5L, 1L, 6L, 1L, 6L, 5L, 7L, 7L, 5L, 7L, 8L, NA, 8L,
## NA, NA, 6L, 5L, NA, 7L, 4L, 7L, 2L, 8L, 7L, NA, 4L, 3L, 7L,
## 7L, 8L, 8L, 7L, NA, 6L, 7L, 5L, 5L, 8L, 3L, 7L, 6L, 1L, 6L,
## 4L, 3L, 4L, 7L, 5L, 5L, 4L, 7L, 5L, 6L, 7L, 4L, 5L, 5L, 8L,
## 7L, 5L, 7L, 7L, 5L, 6L, 6L, 7L, 5L, 7L, 6L, 5L, 8L, 7L, 5L,
## 6L, 5L, 4L, 8L, 7L, 7L, 8L, 8L, 5L, 8L, 4L, 4L, 5L, 6L, 8L,
## 4L, 4L, 5L, 8L, 5L, NA, NA, NA, 8L, NA, NA, NA, NA, 2L, NA,
## NA, 7L, 8L, NA, NA, 7L, NA, 8L, NA, 8L, NA, NA, NA, NA, NA,
## 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L,
## NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 8L,
## NA, NA, 5L, 8L, 5L, 5L, 6L, 8L, 8L, 7L, 6L, 5L, 5L, 5L, 6L,
## 5L, 5L, 1L, 4L, 4L, 8L, 8L, 5L, 5L, 7L, 6L, 5L, 8L, 6L, 7L,
## 7L, 7L, 7L, 7L, 6L, 7L, 7L, 6L, 5L, 8L, 5L, 6L, 7L, 5L, 5L,
## 8L, 5L, 7L, 7L, 7L, 8L, 6L, 7L, NA, 5L, 8L, 7L, 7L, 5L, 7L,
## 5L, 8L, 5L, 8L, 7L, 7L, 5L, 5L, 7L, 5L, NA, 7L, 7L, 8L, 6L,
## 8L, 5L, 6L, NA, 8L, 7L, 5L, 5L, 5L, 7L, 7L, 7L, 6L, 6L, 7L,
## 7L, 5L, 6L, 7L, 8L, 5L, 7L, 7L, 8L, 8L, 7L, 6L, 7L, 5L, 7L,
## 6L, 6L, 2L, 7L, 7L, 7L, 7L, 8L, 5L, 4L, 6L, 8L, 3L, 4L, 5L,
## 8L, 5L, 8L, 8L, 7L, 7L, 7L, 7L, 7L, 6L, 7L, 8L, 5L, 5L, 8L,
## 8L, 8L, 7L, 8L, 6L, 7L, 7L, 7L, 6L, 6L, 5L, 7L, 5L, 5L, 8L,
## 6L, 7L, 4L, 7L, 5L, 8L, 3L, 8L, 8L, 7L, 5L, 7L, 6L, 5L, 8L,
## 7L, 6L, 7L, 6L, 7L, 4L, 8L, 5L, NA, NA, NA, NA, 4L, 6L, 7L,
## 8L, 7L, 8L, 7L, 5L, 8L, 5L, 4L, 6L, 6L, 4L, 7L, 7L, 5L, 6L,
## 5L, 6L, 5L, 5L, 8L, NA, NA, 4L, 7L, 7L, 7L, 7L, 5L, 7L, 7L,
## 5L, 8L, 6L, 2L, 5L, 7L, 7L, 6L, 5L, 7L, NA, 7L, 2L, 4L, 8L,
## 8L, 7L, 6L, 4L, 7L, 6L, 8L, 7L, 7L, 5L, 5L, 6L, 7L, 6L, 6L,
## 7L, 8L, 5L, 7L, 7L, 6L, 8L, 6L, 2L, 4L, 4L, 8L, 8L, 6L, 6L,
## 8L, 5L, 8L, 4L, 6L, 5L, 7L, 6L, 6L, 8L, 7L, 6L, 8L, 6L, 8L,
## 8L, 8L, 7L, 7L, 5L, 7L, 7L, 7L, 4L, 8L, 7L, 5L, 5L, 5L, 5L,
## 8L, 8L, 7L, 5L, 8L, 7L, 7L, 5L, 5L, NA, 3L, 5L, NA, 8L, 5L,
## 7L, 5L, 6L, 5L, 8L, 8L, 8L, 8L, 5L, 8L, 2L, 5L, 8L, 6L, 6L,
## 8L, 7L, 3L, 4L, 6L, 7L, 8L, 5L, 7L, 1L, 5L, 4L, 7L, 7L, 8L,
## 6L, 7L, 6L, 8L, 4L, 7L, 6L, 4L, 6L, 5L, 7L, 7L, 7L, 6L, 7L,
## 7L, 7L, 5L, 5L, 6L, 6L, 8L, 7L, 5L, 5L, 7L, 7L, 8L, 5L, 7L,
## 6L, 7L, 8L, 7L, 5L, 5L, 7L, 7L, 5L, 8L, 8L, 7L, 5L, 5L, 7L,
## 5L, 8L, 7L, 7L, 8L, 8L, 5L, 7L, 5L, 6L, 6L, 5L, 4L, 7L, 5L,
## 7L, 6L, 8L, 7L, 5L, 8L, 6L, 6L, 6L, 5L, 5L, 6L, 5L, 6L, 7L,
## 7L, 6L, 6L, 5L, 6L, 6L, 6L, 3L, 4L, 8L, 3L, 2L, 6L, 4L, 6L,
## 2L, 7L, 7L, 6L, 6L, 5L, 6L, 7L, 5L, 5L, 6L, 5L, 3L, 6L, 7L,
## 4L, 6L, 5L, 7L, 7L, 2L, 7L, 3L, 4L, 6L, 7L, 1L, 8L, 5L, 4L,
## 4L, 4L, 6L, 8L, 3L, 4L, 5L, 6L, 6L, 7L, 4L, 6L, 6L, 6L, 6L,
## 7L, 7L, 6L, 6L, 4L, 7L, 4L, 2L, 5L, 6L, 3L, 5L, 6L, 7L, 7L,
## 3L, 3L, 7L, 7L, 7L, 3L, 6L, 6L, 5L, 4L, 4L, 6L, 7L, 7L, 6L,
## 6L, 6L, 5L, 6L, 6L, 6L, NA, 7L, 1L, NA, NA, 5L, NA, NA, 6L,
## 6L, NA, 6L, 4L, 6L, 6L, NA, 7L, 5L, 7L, NA, NA, 7L, 7L, 5L,
## 5L, 5L, 5L, 5L, 6L, 4L, 7L, 7L, 8L, 8L, 2L, 5L, NA, 8L, 5L,
## 7L, NA, 6L, 5L, 5L, NA, 5L, 7L, 2L, 5L, NA, NA), CPS_6 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 7L, 5L, 5L, 5L, 6L, 7L, 7L, 5L,
## 8L, 5L, 4L, 8L, 5L, 7L, 7L, 7L, NA, 6L, 8L, 7L, 7L, NA, NA,
## NA, 8L, 7L, 7L, NA, NA, 6L, 6L, 7L, 6L, 7L, 6L, 7L, 7L, 6L,
## 5L, 8L, 8L, 5L, NA, 5L, NA, 8L, 7L, 7L, 6L, 5L, 4L, 5L, 5L,
## 7L, 7L, 8L, 3L, 5L, 6L, 5L, 2L, 7L, 6L, 7L, 7L, 6L, 2L, 5L,
## 7L, 8L, 7L, 5L, 6L, 7L, 7L, 7L, 6L, NA, NA, NA, 6L, 6L, 4L,
## 6L, NA, 7L, 5L, 7L, 6L, 4L, 5L, 4L, 7L, NA, 5L, 5L, 7L, 8L,
## 3L, 5L, 6L, 6L, 8L, 7L, 5L, 7L, 8L, 8L, 5L, NA, NA, NA, 5L,
## 1L, 5L, NA, 6L, 6L, 6L, 7L, 7L, 8L, NA, 7L, 3L, 5L, 5L, NA,
## NA, 5L, 6L, 5L, 3L, 6L, 2L, 5L, 7L, 6L, 3L, 8L, 6L, 7L, 6L,
## 6L, 5L, 8L, 6L, 8L, 6L, 5L, 6L, NA, 4L, 7L, 5L, 5L, 3L, 1L,
## 5L, 8L, 5L, 5L, 4L, 6L, 7L, 5L, 4L, 4L, 7L, NA, 4L, 6L, 6L,
## 4L, 6L, 5L, 6L, 2L, 4L, 4L, 7L, 5L, NA, NA, 7L, 7L, 5L, 4L,
## 5L, 4L, 6L, 7L, 6L, 7L, 4L, 6L, 5L, 7L, 2L, 5L, 7L, 2L, 8L,
## 4L, 5L, 8L, 4L, 6L, 5L, 7L, 5L, 6L, 6L, 7L, 8L, 5L, 2L, 8L,
## 5L, NA, 6L, 7L, 5L, 6L, 5L, NA, 5L, 4L, 6L, 8L, 6L, 4L, 6L,
## NA, 7L, 8L, 5L, 3L, 5L, NA, 7L, 7L, NA, 3L, 7L, 4L, NA, 5L,
## 8L, 7L, 3L, 8L, 7L, 8L, 7L, 7L, 5L, 5L, 6L, 4L, 5L, 6L, 2L,
## 5L, 8L, 8L, 4L, 7L, 6L, 8L, NA, 8L, 5L, 7L, NA, 7L, 4L, 6L,
## 5L, 7L, 5L, 3L, 7L, 4L, 6L, 7L, 4L, 4L, 5L, 8L, 4L, NA, 3L,
## 6L, 8L, 2L, 6L, 4L, 1L, 6L, 4L, 8L, 7L, NA, 7L, 4L, 2L, 5L,
## 4L, 5L, NA, NA, 7L, 8L, 2L, 7L, 8L, 3L, 5L, 5L, 5L, 6L, 5L,
## 6L, 4L, 4L, NA, 4L, 8L, 4L, 7L, 7L, 7L, 7L, 8L, 7L, 5L, 6L,
## 6L, 5L, 4L, 5L, 5L, 5L, 2L, 5L, 4L, 7L, 5L, 8L, 2L, 7L, 6L,
## 7L, 8L, 1L, 6L, 5L, 5L, NA, NA, 5L, 5L, NA, NA, 5L, 8L, NA,
## 7L, 6L, 3L, 6L, 7L, 7L, 3L, 7L, 7L, 7L, 7L, 7L, 6L, 5L, 8L,
## 5L, 6L, 5L, 7L, 4L, 6L, 7L, 7L, 5L, 7L, 7L, 7L, 8L, 4L, 7L,
## 4L, 5L, 7L, 5L, 7L, 7L, 6L, 8L, 8L, 8L, 4L, 4L, 5L, 6L, 6L,
## 7L, 7L, 5L, 7L, 6L, 7L, 1L, 5L, 7L, 7L, 3L, 5L, 7L, 5L, 8L,
## 7L, 8L, 5L, 8L, 7L, 6L, 8L, 5L, 8L, 8L, 5L, 6L, 6L, 7L, 8L,
## 1L, NA, 3L, 1L, 7L, 2L, 5L, 6L, 7L, 7L, 5L, 6L, 8L, NA, 8L,
## NA, NA, 5L, 5L, NA, 7L, 4L, 7L, 4L, 8L, 7L, NA, 4L, 4L, 7L,
## 5L, 6L, 8L, 7L, NA, 7L, 7L, 6L, 6L, 6L, 5L, 7L, 7L, 4L, 6L,
## 4L, 5L, 2L, 6L, 5L, 6L, 4L, 5L, 6L, 6L, 6L, 4L, 7L, 6L, 7L,
## 7L, 6L, 6L, 6L, 5L, 5L, 5L, 7L, 5L, 8L, 6L, 4L, 8L, 7L, 7L,
## 7L, 5L, 7L, 4L, 7L, 7L, 8L, 8L, 5L, 7L, 5L, 5L, 5L, 6L, 8L,
## 5L, 5L, 6L, 8L, 4L, NA, NA, NA, 8L, NA, NA, NA, NA, 4L, NA,
## NA, 7L, 7L, NA, NA, 7L, NA, 7L, NA, 8L, NA, NA, NA, NA, NA,
## 8L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 5L,
## NA, NA, 5L, 8L, 6L, 5L, 6L, 7L, 4L, 6L, 5L, 5L, 5L, 6L, 6L,
## 6L, 5L, 1L, 4L, 5L, 8L, 7L, 6L, 6L, 7L, 6L, 6L, 7L, 5L, 7L,
## 6L, 7L, 7L, 8L, 6L, 7L, 7L, 4L, 6L, 8L, 4L, 7L, 7L, 7L, 7L,
## 7L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, NA, 7L, 8L, 7L, 7L, 7L, 7L,
## 5L, 4L, 6L, 8L, 8L, 7L, 7L, 5L, 8L, 4L, NA, 7L, 7L, 5L, 7L,
## 5L, 5L, 6L, NA, 5L, 7L, 5L, 5L, 5L, 7L, 7L, 6L, 5L, 5L, 8L,
## 7L, 7L, 6L, 7L, 8L, 5L, 6L, 7L, 8L, 8L, 7L, 6L, 7L, 6L, 7L,
## 6L, 8L, 7L, 6L, 7L, 6L, 6L, 8L, 5L, 6L, 5L, 8L, 5L, 6L, 5L,
## 7L, 6L, 8L, 8L, 7L, 7L, 7L, 7L, 8L, 6L, 8L, 8L, 5L, 7L, 6L,
## 8L, 8L, 6L, 8L, 6L, 6L, 7L, 8L, 6L, 8L, 5L, 7L, 3L, 4L, 8L,
## 7L, 7L, 5L, 6L, 5L, 4L, 5L, 8L, 8L, 7L, 5L, 7L, 6L, 6L, 8L,
## 8L, 6L, 7L, 5L, 7L, 7L, 8L, 5L, NA, NA, NA, NA, 6L, 6L, 7L,
## 8L, 6L, 6L, 7L, 5L, 8L, 5L, 4L, 6L, 7L, 4L, 6L, 7L, 5L, 6L,
## 7L, 6L, 4L, 5L, 8L, NA, NA, 4L, 6L, 7L, 8L, 6L, 6L, 7L, 8L,
## 5L, 8L, 6L, 5L, 6L, 7L, 7L, 6L, 5L, 7L, NA, 8L, 1L, 5L, 8L,
## 7L, 5L, 7L, 6L, 7L, 8L, 6L, 7L, 8L, 6L, 4L, 5L, 7L, 6L, 7L,
## 5L, 7L, 6L, 7L, 8L, 6L, 8L, 5L, 3L, 6L, 3L, 7L, 7L, 8L, 7L,
## 8L, 5L, 8L, 4L, 5L, 5L, 6L, 6L, 6L, 7L, 6L, 7L, 7L, 7L, 8L,
## 8L, 6L, 8L, 7L, 5L, 5L, 6L, 7L, 7L, 8L, 6L, 5L, 6L, 6L, 6L,
## 7L, 5L, 7L, 7L, 8L, 8L, 8L, 8L, 6L, NA, 5L, 7L, NA, 8L, 6L,
## 6L, 7L, 7L, 5L, 1L, 2L, 1L, 3L, 5L, 2L, 8L, 3L, 1L, 6L, 2L,
## 3L, 3L, 3L, 1L, 7L, 6L, 2L, 1L, 8L, 4L, 4L, 5L, 4L, 4L, 3L,
## 1L, 7L, 2L, 5L, 6L, 3L, 3L, 3L, 1L, 5L, 6L, 7L, 8L, 6L, 7L,
## 7L, 7L, 6L, 4L, 7L, 4L, 8L, 7L, 7L, 7L, 7L, 7L, 7L, 4L, 7L,
## 7L, 7L, 8L, 7L, 7L, 7L, 7L, 7L, 5L, 4L, 8L, 7L, 6L, 7L, 8L,
## 5L, 7L, 8L, 7L, 5L, 5L, 4L, 7L, 5L, 6L, 7L, 3L, 3L, 6L, 5L,
## 6L, 6L, 7L, 6L, 5L, 8L, 7L, 6L, 7L, 4L, 5L, 6L, 5L, 5L, 6L,
## 6L, 4L, 7L, 6L, 5L, 6L, 6L, 5L, 4L, 5L, 4L, 6L, 5L, 5L, 7L,
## 3L, 7L, 7L, 5L, 4L, 5L, 4L, 6L, 6L, 5L, 6L, 5L, 6L, 6L, 4L,
## 5L, 7L, 4L, 7L, 7L, 4L, 7L, 5L, 4L, 7L, 7L, 2L, 7L, 5L, 5L,
## 7L, 4L, 5L, 7L, 5L, 6L, 5L, 6L, 6L, 7L, 4L, 7L, 3L, 6L, 4L,
## 6L, 7L, 8L, 5L, 5L, 7L, 6L, 5L, 5L, 5L, 4L, 5L, 6L, 5L, 7L,
## 2L, 1L, 5L, 7L, 8L, 4L, 6L, 5L, 4L, 7L, 5L, 6L, 5L, 6L, 8L,
## 6L, 5L, 5L, 7L, 5L, 6L, NA, 4L, 5L, NA, NA, 5L, NA, NA, 6L,
## 5L, NA, 5L, 4L, 5L, 6L, NA, 6L, 7L, 6L, NA, NA, 7L, 7L, 6L,
## 6L, 5L, 6L, 5L, 7L, 4L, 7L, 7L, 7L, 6L, 2L, 6L, NA, 6L, 4L,
## 7L, NA, 6L, 7L, 5L, NA, 5L, 7L, 5L, 5L, NA, NA), CPS_7 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 6L, 8L, 2L, 7L, 6L, 8L, 4L, 6L,
## 8L, 5L, 5L, 8L, 5L, 7L, 7L, 6L, NA, 8L, 8L, 7L, 7L, NA, NA,
## NA, 8L, 5L, 6L, NA, NA, 6L, 6L, 8L, 7L, 5L, 6L, 8L, 7L, 7L,
## 6L, 8L, 7L, 5L, NA, 5L, NA, 7L, 7L, 6L, 5L, 5L, 4L, 4L, 7L,
## 8L, 1L, 4L, 1L, 4L, 5L, 5L, 5L, 8L, 7L, 8L, 7L, 7L, 2L, 5L,
## 6L, 8L, 6L, 5L, 5L, 7L, 7L, 7L, 7L, NA, NA, NA, 7L, 6L, 5L,
## 6L, NA, 7L, 4L, 7L, 6L, 5L, 6L, 4L, 6L, NA, 4L, 5L, 6L, 8L,
## 3L, 5L, 6L, 7L, 8L, 7L, 2L, 2L, 8L, 8L, 4L, NA, NA, NA, 5L,
## 2L, 4L, NA, 7L, 7L, 7L, 6L, 7L, 8L, NA, 7L, 4L, 5L, 6L, NA,
## NA, 7L, 7L, 4L, 3L, 5L, 5L, 5L, 3L, 6L, 4L, 8L, 6L, 6L, 6L,
## 8L, 6L, 8L, 6L, 6L, 6L, 4L, 7L, NA, 8L, 6L, 6L, 7L, 1L, 1L,
## 4L, 5L, 8L, 5L, 5L, 7L, 7L, 5L, 4L, 6L, 6L, NA, 2L, 5L, 6L,
## 4L, 5L, 4L, 5L, 2L, 3L, 3L, 7L, 4L, NA, NA, 8L, 4L, 5L, 4L,
## 4L, 6L, 6L, 5L, 6L, 7L, 5L, 5L, 4L, 7L, 2L, 5L, 8L, 2L, 8L,
## 4L, 5L, 6L, 4L, 6L, 5L, 7L, 5L, 6L, 5L, 6L, 8L, 5L, 2L, 8L,
## 6L, NA, 7L, 7L, 5L, 6L, 6L, NA, 6L, 4L, 5L, 8L, 7L, 4L, 6L,
## NA, 6L, 1L, 7L, 4L, 6L, NA, 8L, 6L, NA, 3L, 6L, 4L, NA, 6L,
## 8L, 7L, 1L, 8L, 6L, 8L, 8L, 8L, 5L, 5L, 6L, 4L, 7L, 7L, 1L,
## 5L, 8L, 8L, 7L, 7L, 5L, 8L, NA, 7L, 5L, 7L, NA, 6L, 5L, 5L,
## 5L, 8L, 5L, 1L, 7L, 3L, 5L, 8L, 7L, 4L, 7L, 7L, 4L, NA, 4L,
## 3L, 8L, 1L, 5L, 5L, 1L, 5L, 6L, 6L, 7L, NA, 8L, 4L, 6L, 5L,
## 5L, 4L, NA, NA, 7L, 7L, 5L, 6L, 8L, 6L, 6L, 6L, 5L, 7L, 5L,
## 6L, 2L, 4L, NA, 4L, 7L, 5L, 7L, 6L, 8L, 7L, 5L, 7L, 4L, 6L,
## 6L, 5L, 5L, 4L, 5L, 7L, 1L, 5L, 8L, 1L, 5L, 5L, 7L, 5L, 5L,
## 7L, 8L, 1L, 5L, 7L, 5L, NA, NA, 5L, 5L, NA, NA, 5L, 8L, NA,
## 7L, 6L, 8L, 2L, 5L, 7L, 5L, 7L, 6L, 8L, 6L, 3L, 6L, 1L, 6L,
## 5L, 8L, 5L, 8L, 1L, 7L, 7L, 8L, 5L, 7L, 6L, 7L, 8L, 1L, 7L,
## 7L, 4L, 6L, 5L, 4L, 6L, 6L, 8L, 8L, 8L, 5L, 4L, 5L, 5L, 5L,
## 6L, 8L, 5L, 6L, 6L, 6L, 1L, 5L, 6L, 5L, 2L, 5L, 7L, 7L, 8L,
## 7L, 4L, 1L, 8L, 8L, 5L, 8L, 5L, 6L, 8L, 5L, 6L, 6L, 7L, 7L,
## 1L, NA, 3L, 1L, 7L, 1L, 3L, 8L, 7L, 7L, 5L, 6L, 8L, NA, 8L,
## NA, NA, 6L, 5L, NA, 7L, 3L, 7L, 2L, 8L, 8L, NA, 3L, 4L, 7L,
## 5L, 8L, 7L, 6L, NA, 6L, 7L, 6L, 5L, 7L, 5L, 7L, 6L, 1L, 1L,
## 2L, 1L, 4L, 6L, 5L, 5L, 4L, 6L, 6L, 6L, 7L, 6L, 6L, 7L, 6L,
## 7L, 4L, 8L, 6L, 5L, 6L, 7L, 7L, 4L, 7L, 6L, 3L, 8L, 8L, 6L,
## 6L, 5L, 7L, 6L, 6L, 6L, 7L, 8L, 5L, 8L, 4L, 5L, 5L, 6L, 8L,
## 5L, 5L, 7L, 7L, 5L, NA, NA, NA, 7L, NA, NA, NA, NA, 5L, NA,
## NA, 8L, 6L, NA, NA, 7L, NA, 8L, NA, 4L, NA, NA, NA, NA, NA,
## 8L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 3L, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L,
## NA, 8L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 8L,
## NA, NA, 5L, 8L, 6L, 5L, 6L, 8L, 4L, 6L, 5L, 4L, 5L, 6L, 6L,
## 7L, 4L, 6L, 4L, 5L, 8L, 7L, 6L, 7L, 6L, 7L, 5L, 6L, 8L, 6L,
## 7L, 7L, 6L, 7L, 6L, 7L, 7L, 7L, 6L, 8L, 4L, 8L, 5L, 7L, 7L,
## 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, NA, 6L, 8L, 7L, 7L, 6L, 7L,
## 6L, 6L, 7L, 8L, 8L, 7L, 7L, 5L, 8L, 6L, NA, 7L, 8L, 5L, 6L,
## 5L, 5L, 6L, NA, 8L, 7L, 7L, 4L, 5L, 7L, 7L, 6L, 6L, 5L, 7L,
## 7L, 7L, 5L, 5L, 8L, 5L, 6L, 7L, 8L, 7L, 7L, 6L, 7L, 6L, 7L,
## 6L, 7L, 7L, 6L, 7L, 5L, 6L, 8L, 5L, 3L, 6L, 8L, 3L, 2L, 5L,
## 6L, 5L, 8L, 8L, 3L, 7L, 7L, 7L, 8L, 6L, 8L, 7L, 8L, 7L, 7L,
## 8L, 8L, 7L, 8L, 6L, 7L, 8L, 7L, 6L, 8L, 5L, 7L, 5L, 5L, 7L,
## 7L, 7L, 7L, 6L, 5L, 7L, 3L, 8L, 8L, 7L, 5L, 7L, 6L, 6L, 6L,
## 8L, 6L, 7L, 7L, 1L, 7L, 8L, 5L, NA, NA, NA, NA, 5L, 6L, 7L,
## 8L, 6L, 8L, 6L, 5L, 8L, 4L, 7L, 6L, 7L, 3L, 7L, 7L, 6L, 6L,
## 6L, 7L, 4L, 4L, 6L, NA, NA, 4L, 7L, 7L, 7L, 7L, 6L, 8L, 8L,
## 5L, 8L, 6L, 7L, 6L, 7L, 7L, 6L, 7L, 7L, NA, 7L, 3L, 6L, 8L,
## 8L, 6L, 7L, 6L, 6L, 5L, 7L, 7L, 8L, 7L, 5L, 6L, 7L, 6L, 7L,
## 8L, 8L, 7L, 7L, 7L, 6L, 8L, 6L, 8L, 6L, 8L, 7L, 7L, 7L, 7L,
## 7L, 6L, 8L, 5L, 8L, 7L, 7L, 8L, 6L, 7L, 8L, 6L, 8L, 8L, 7L,
## 7L, 8L, 7L, 7L, 6L, 7L, 8L, 8L, 6L, 8L, 6L, 6L, 6L, 7L, 7L,
## 8L, 8L, 7L, 7L, 8L, 8L, 8L, 8L, 7L, NA, 6L, 7L, NA, 8L, 6L,
## 7L, 7L, 8L, 5L, 8L, 7L, 8L, 6L, 4L, 8L, 4L, 6L, 8L, 6L, 5L,
## 8L, 8L, 5L, 8L, 7L, 6L, 8L, 6L, 8L, 2L, 4L, 5L, 8L, 7L, 8L,
## 5L, 8L, 8L, 6L, 2L, 7L, 8L, 6L, 6L, 4L, 7L, 7L, 7L, 6L, 6L,
## 7L, 7L, 6L, 4L, 8L, 7L, 8L, 5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
## 7L, 7L, 8L, 7L, 6L, 6L, 7L, 7L, 6L, 6L, 8L, 7L, 7L, 7L, 8L,
## 5L, 6L, 8L, 7L, 5L, 5L, 6L, 8L, 5L, 6L, 6L, 5L, 5L, 7L, 5L,
## 6L, 7L, 8L, 5L, 6L, 7L, 7L, 7L, 5L, 4L, 5L, 6L, 5L, 6L, 6L,
## 6L, 6L, 7L, 8L, 5L, 6L, 7L, 6L, 6L, 6L, 7L, 6L, 4L, 5L, 7L,
## 6L, 6L, 6L, 8L, 5L, 5L, 6L, 6L, 5L, 5L, 7L, 5L, 5L, 7L, 3L,
## 5L, 7L, 5L, 6L, 4L, 4L, 7L, 6L, 5L, 6L, 6L, 4L, 8L, 6L, 5L,
## 7L, 6L, 5L, 7L, 4L, 5L, 5L, 7L, 7L, 7L, 4L, 7L, 4L, 6L, 5L,
## 7L, 6L, 8L, 5L, 4L, 7L, 5L, 5L, 4L, 5L, 6L, 5L, 5L, 7L, 6L,
## 2L, 4L, 5L, 8L, 5L, 5L, 5L, 6L, 6L, 8L, 4L, 6L, 7L, 7L, 6L,
## 6L, 6L, 5L, 7L, 3L, 6L, NA, 5L, 5L, NA, NA, 4L, NA, NA, 4L,
## 6L, NA, 7L, 6L, 5L, 6L, NA, 7L, 6L, 8L, NA, NA, 7L, 6L, 6L,
## 5L, 6L, 6L, 5L, 7L, 5L, 7L, 8L, 7L, 5L, 4L, 6L, NA, 6L, 5L,
## 7L, NA, 6L, 7L, 6L, NA, 5L, 7L, 6L, 5L, NA, NA), CPS_8 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 7L, 5L, 2L, 3L, 5L, 5L, 3L, 5L,
## 6L, 4L, 6L, 7L, 4L, 4L, 5L, 6L, NA, 8L, 8L, 7L, 7L, NA, NA,
## NA, 8L, 8L, 6L, NA, NA, 5L, 6L, 7L, 4L, 2L, 4L, 6L, 6L, 6L,
## 5L, 8L, 5L, 6L, NA, 6L, NA, 7L, 7L, 6L, 5L, 4L, 5L, 1L, 5L,
## 7L, 8L, 8L, 8L, 2L, 5L, 5L, 5L, 7L, 5L, 6L, 7L, 6L, 1L, 7L,
## 2L, 6L, 7L, 4L, 5L, 4L, 8L, 7L, 7L, NA, NA, NA, 5L, 8L, 6L,
## 7L, NA, 6L, 6L, 4L, 7L, 7L, 5L, 5L, 6L, NA, 5L, 6L, 8L, 7L,
## 3L, 5L, 4L, 6L, 8L, 6L, 5L, 7L, 8L, 8L, 2L, NA, NA, NA, 4L,
## 1L, 4L, NA, 7L, 7L, 7L, 6L, 8L, 8L, NA, 4L, 5L, 6L, 1L, NA,
## NA, 8L, 7L, 3L, 3L, 2L, 5L, 5L, 7L, 6L, 2L, 7L, 8L, 7L, 2L,
## 6L, 4L, 4L, 6L, 8L, 7L, 5L, 5L, NA, 4L, 1L, 6L, 8L, 1L, 1L,
## 3L, 6L, 8L, 4L, 3L, 2L, 7L, 3L, 3L, 4L, 4L, NA, 2L, 4L, 6L,
## 3L, 5L, 4L, 5L, 2L, 4L, 4L, 7L, 4L, NA, NA, 7L, 4L, 5L, 4L,
## 3L, 2L, 3L, 1L, 3L, 3L, 4L, 5L, 6L, 7L, 2L, 7L, 5L, 2L, 7L,
## 6L, 6L, 6L, 4L, 5L, 3L, 7L, 4L, 2L, 6L, 2L, 8L, 5L, 1L, 8L,
## 4L, NA, 4L, 7L, 5L, 7L, 4L, NA, 5L, 2L, 5L, 8L, 7L, 4L, 6L,
## NA, 6L, 3L, 4L, 3L, 5L, NA, 7L, 8L, NA, 4L, 6L, 3L, NA, 5L,
## 5L, 5L, 4L, 6L, 7L, 8L, 7L, 7L, 4L, 4L, 4L, 4L, 4L, 5L, 2L,
## 4L, 8L, 8L, 7L, 7L, 4L, 6L, NA, 8L, 3L, 6L, NA, 3L, 4L, 6L,
## 4L, 6L, 5L, 1L, 7L, 4L, 4L, 8L, 4L, 4L, 5L, 6L, 4L, NA, 3L,
## 6L, 7L, 1L, 6L, 4L, 7L, 4L, 5L, 7L, 7L, NA, 6L, 4L, 1L, 3L,
## 4L, 1L, NA, NA, 7L, 8L, 1L, 3L, 8L, 3L, 4L, 4L, 5L, 2L, 6L,
## 3L, 3L, 6L, NA, 3L, 5L, 3L, 5L, 6L, 6L, 7L, 5L, 6L, 4L, 2L,
## 6L, 2L, 5L, 4L, 3L, 5L, 2L, 4L, 4L, 4L, 2L, 5L, 7L, 6L, 6L,
## 8L, 8L, 3L, 5L, 3L, 7L, NA, NA, 4L, 5L, NA, NA, 5L, 8L, NA,
## 6L, 6L, 3L, 3L, 6L, 5L, 6L, 6L, 7L, 5L, 7L, 7L, 4L, 4L, 4L,
## 4L, 6L, 5L, 6L, 1L, 8L, 5L, 8L, 4L, 4L, 7L, 7L, 2L, 4L, 7L,
## 4L, 5L, 3L, 4L, 6L, 7L, 5L, 8L, 8L, 8L, 6L, 4L, 8L, 2L, 5L,
## 7L, 6L, 2L, 5L, 6L, 6L, 1L, 5L, 7L, 6L, 1L, 5L, 5L, 6L, 8L,
## 7L, 5L, 4L, 8L, 5L, 4L, 5L, 6L, 6L, 8L, 5L, 7L, 8L, 7L, 5L,
## 1L, NA, 3L, 5L, 5L, 5L, 5L, 8L, 7L, 7L, 3L, 7L, 8L, NA, 8L,
## NA, NA, 5L, 5L, NA, 6L, 4L, 6L, 5L, 8L, 6L, NA, 1L, 3L, 7L,
## 7L, 5L, 8L, 7L, NA, 6L, 8L, 4L, 5L, 6L, 7L, 1L, 7L, 1L, 5L,
## 5L, 3L, 5L, 6L, 5L, 3L, 6L, 7L, 6L, 6L, 5L, 6L, 7L, 5L, 5L,
## 6L, 5L, 6L, 6L, 5L, 7L, 4L, 6L, 5L, 8L, 5L, 4L, 6L, 6L, 5L,
## 6L, 5L, 6L, 4L, 7L, 8L, 6L, 8L, 6L, 7L, 5L, 6L, 5L, 6L, 8L,
## 5L, 4L, 5L, 4L, 6L, NA, NA, NA, 8L, NA, NA, NA, NA, 2L, NA,
## NA, 7L, 7L, NA, NA, 7L, NA, 7L, NA, 6L, NA, NA, NA, NA, NA,
## 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 5L, NA, NA, 3L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7L,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3L, 5L,
## NA, NA, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 6L, 8L, 7L, 5L, 5L, 4L,
## 7L, 4L, 1L, 4L, 5L, 8L, 7L, 5L, 5L, 6L, 6L, 6L, 8L, 7L, 6L,
## 7L, 6L, 7L, 7L, 6L, 7L, 5L, 4L, 6L, 5L, 5L, 8L, 7L, 6L, 7L,
## 6L, 7L, 7L, 7L, 7L, 7L, 8L, 7L, NA, 3L, 5L, 6L, 7L, 5L, 7L,
## 4L, 5L, 6L, 8L, 7L, 5L, 8L, 5L, 7L, 7L, NA, 6L, 8L, 5L, 7L,
## 6L, 5L, 6L, NA, 4L, 7L, 5L, 2L, 5L, 7L, 7L, 6L, 5L, 5L, 7L,
## 7L, 6L, 4L, 7L, 5L, 5L, 5L, 8L, 5L, 5L, 5L, 6L, 8L, 5L, 7L,
## 6L, 8L, 5L, 7L, 8L, 7L, 7L, 8L, 5L, 4L, 6L, 5L, 3L, 6L, 5L,
## 6L, 5L, 8L, 7L, 1L, 7L, 7L, 7L, 8L, 6L, 8L, 5L, 7L, 6L, 6L,
## 7L, 8L, 6L, 8L, 5L, 5L, 7L, 8L, 6L, 5L, 5L, 6L, 5L, 5L, 7L,
## 6L, 7L, 6L, 6L, 5L, 5L, 5L, 8L, 6L, 5L, 4L, 7L, 6L, 4L, 5L,
## 7L, 5L, 7L, 6L, 7L, 7L, 8L, 5L, NA, NA, NA, NA, 4L, 5L, 8L,
## 6L, 5L, 8L, 6L, 5L, 1L, 4L, 4L, 6L, 4L, 2L, 6L, 7L, 4L, 5L,
## 4L, 7L, 4L, 5L, 3L, NA, NA, 4L, 8L, 7L, 3L, 7L, 4L, 4L, 8L,
## 5L, 8L, 4L, 7L, 6L, 4L, 6L, 4L, 5L, 8L, NA, 5L, 7L, 4L, 6L,
## 7L, 5L, 7L, 4L, 7L, 7L, 8L, 7L, 7L, 5L, 4L, 5L, 5L, 5L, 6L,
## 5L, 7L, 4L, 7L, 7L, 4L, 8L, 5L, 7L, 5L, 1L, 6L, 7L, 6L, 6L,
## 5L, 6L, 6L, 4L, 6L, 3L, 7L, 7L, 7L, 8L, 6L, 7L, 7L, 8L, 7L,
## 7L, 5L, 7L, 7L, 7L, 7L, 7L, 5L, 5L, 8L, 7L, 5L, 5L, 6L, 7L,
## 6L, 8L, 7L, 6L, 8L, 7L, 7L, 7L, 8L, NA, 6L, 7L, NA, 6L, 8L,
## 8L, 7L, 5L, 5L, 1L, 4L, 2L, 4L, 3L, 6L, 4L, 3L, 2L, 6L, 1L,
## 1L, 6L, 2L, 5L, 5L, 3L, 1L, 3L, 1L, 2L, 6L, 3L, 4L, 3L, 5L,
## 4L, 7L, 2L, 2L, 3L, 6L, 7L, 3L, 3L, 3L, 7L, 6L, 7L, 6L, 7L,
## 7L, 5L, 6L, 5L, 8L, 4L, 5L, 7L, 7L, 6L, 7L, 7L, 7L, 7L, 7L,
## 8L, 7L, 5L, 7L, 5L, 3L, 7L, 6L, 4L, 5L, 8L, 5L, 6L, 8L, 7L,
## 5L, 6L, 7L, 6L, 6L, 5L, 7L, 8L, 5L, 6L, 7L, 3L, 8L, 6L, 4L,
## 6L, 6L, 5L, 7L, 6L, 7L, 6L, 6L, 5L, 5L, 5L, 7L, 6L, 6L, 8L,
## 6L, 6L, 7L, 5L, 5L, 6L, 6L, 5L, 7L, 6L, 6L, 5L, 1L, 5L, 6L,
## 6L, 7L, 7L, 6L, 6L, 6L, 5L, 5L, 4L, 6L, 2L, 4L, 7L, 5L, 6L,
## 7L, 7L, 5L, 6L, 6L, 3L, 6L, 3L, 6L, 6L, 6L, 1L, 6L, 4L, 5L,
## 6L, 5L, 5L, 7L, 3L, 6L, 7L, 6L, 5L, 5L, 2L, 8L, 6L, 5L, 5L,
## 7L, 5L, 7L, 5L, 5L, 7L, 5L, 5L, 5L, 7L, 4L, 6L, 2L, 7L, 7L,
## 3L, 2L, 8L, 6L, 5L, 3L, 5L, 6L, 4L, 5L, 6L, 6L, 5L, 5L, 6L,
## 5L, 5L, 4L, 5L, 6L, 6L, NA, 5L, 3L, NA, NA, 4L, NA, NA, 6L,
## 7L, NA, 6L, 5L, 4L, 6L, NA, 8L, 6L, 6L, NA, NA, 8L, 6L, 5L,
## 5L, 7L, 5L, 4L, 7L, 5L, 7L, 7L, 7L, 5L, 7L, 7L, NA, 7L, 5L,
## 6L, NA, 6L, 5L, 5L, NA, 3L, 8L, 5L, 5L, NA, NA), CPS_9 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 8L, 7L, 5L, 6L, 7L, 6L, 7L, 6L,
## 8L, 6L, 4L, 8L, 5L, 8L, 7L, 7L, NA, 8L, 8L, 8L, 7L, NA, NA,
## NA, 8L, 8L, 7L, NA, NA, 7L, 8L, 8L, 8L, 8L, 6L, 8L, 7L, 8L,
## 8L, 8L, 8L, 5L, NA, 5L, NA, 8L, 7L, 8L, 6L, 5L, 5L, 5L, 7L,
## 7L, 8L, 8L, 8L, 6L, 7L, 8L, 7L, 8L, 7L, 7L, 8L, 6L, 2L, 5L,
## 7L, 8L, 7L, 6L, 7L, 5L, 8L, 7L, 6L, NA, NA, NA, 6L, 8L, 7L,
## 6L, NA, 6L, 6L, 6L, 7L, 6L, 5L, 4L, 6L, NA, 6L, 5L, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, 6L, 8L, 7L, 5L, 6L, 7L, 8L, 7L, 7L, 5L, 5L, 5L, 6L,
## 7L, 5L, 1L, 4L, 5L, 8L, 8L, 5L, 7L, 7L, 7L, 6L, 7L, 5L, 8L,
## 7L, 7L, 7L, 7L, 6L, 7L, 8L, 8L, 6L, 8L, 5L, 7L, 7L, 7L, 7L,
## 1L, 6L, 7L, 7L, 7L, 8L, 8L, 7L, NA, 7L, 8L, 7L, 7L, 7L, 7L,
## 5L, 6L, 7L, 8L, 8L, 7L, 8L, 5L, 8L, 7L, NA, 7L, 7L, 5L, 6L,
## 8L, 6L, 6L, NA, 5L, 7L, 6L, 5L, 5L, 7L, 6L, 6L, 7L, 5L, 7L,
## 7L, 7L, 4L, 7L, 8L, 5L, 6L, 7L, 8L, 8L, 7L, 6L, 6L, 6L, 7L,
## 6L, 7L, 7L, 7L, 7L, 6L, 6L, 8L, 5L, 5L, 6L, 8L, 3L, 7L, 5L,
## 7L, 6L, 8L, 8L, 7L, 7L, 7L, 7L, 7L, 5L, 8L, 8L, 5L, 8L, 7L,
## 8L, 8L, 7L, 8L, 6L, 7L, 7L, 7L, 6L, 8L, 8L, 7L, 5L, 4L, 7L,
## 7L, 7L, 5L, 7L, 5L, 3L, 4L, 8L, 8L, 7L, 5L, 6L, 6L, 4L, 5L,
## 8L, 6L, 7L, 6L, 7L, 8L, 8L, 5L, NA, NA, NA, NA, 5L, 5L, 7L,
## 8L, 8L, 8L, 8L, 5L, 8L, 5L, 4L, 6L, 7L, 3L, 7L, 7L, 5L, 6L,
## 7L, 7L, 4L, 5L, 8L, NA, NA, 4L, 7L, 7L, 8L, 7L, 6L, 8L, 8L,
## 5L, 7L, 8L, 4L, 7L, 4L, 7L, 6L, 5L, 7L, NA, 8L, 1L, 7L, 8L,
## 8L, 7L, 8L, 5L, 7L, 7L, 7L, 7L, 8L, 6L, 5L, 8L, 7L, 7L, 7L,
## 6L, 8L, 7L, 7L, 7L, 5L, 8L, 6L, 6L, 6L, 7L, 7L, 8L, 7L, 7L,
## 8L, 5L, 8L, 5L, 8L, 6L, 8L, 7L, 7L, 8L, 8L, 7L, 6L, 8L, 7L,
## 8L, 8L, 8L, 8L, 6L, 8L, 8L, 8L, 7L, 8L, 7L, 6L, 6L, 6L, 7L,
## 8L, 8L, 7L, 7L, 8L, 8L, 8L, 8L, 7L, NA, 5L, 8L, NA, 8L, 6L,
## 8L, 6L, 8L, 5L, 6L, 4L, 8L, 4L, 4L, 7L, 4L, 6L, 8L, 6L, 5L,
## 6L, 5L, 4L, 6L, 3L, 6L, 8L, 7L, 8L, 7L, 6L, 5L, 5L, 7L, 6L,
## 6L, 6L, 5L, 5L, 4L, 5L, 5L, 4L, 6L, 6L, 7L, 7L, 7L, 6L, 7L,
## 7L, 8L, 6L, 5L, 7L, 8L, 8L, 7L, 7L, 7L, 7L, 7L, 8L, 6L, 7L,
## 8L, 7L, 8L, 7L, 7L, 7L, 7L, 7L, 5L, 6L, 8L, 7L, 7L, 8L, 8L,
## 5L, 1L, 8L, 7L, 8L, 5L, 7L, 7L, 6L, 6L, 6L, 6L, 5L, 7L, 6L,
## 8L, 6L, 7L, 8L, 5L, 8L, 7L, 6L, 7L, 6L, 6L, 7L, 5L, 6L, 8L,
## 7L, 5L, 7L, 7L, 5L, 6L, 7L, 6L, 3L, 8L, 6L, 7L, 4L, 5L, 6L,
## 4L, 7L, 7L, 6L, 6L, 7L, 6L, 7L, 6L, 7L, 6L, 6L, 6L, 8L, 5L,
## 5L, 8L, 5L, 7L, 7L, 3L, 8L, 4L, 6L, 8L, 8L, 4L, 8L, 6L, 5L,
## 6L, 6L, 5L, 8L, 6L, 4L, 6L, 7L, 6L, 8L, 7L, 7L, 5L, 7L, 6L,
## 7L, 8L, 6L, 5L, 2L, 7L, 6L, 4L, 6L, 6L, 5L, 5L, 6L, 7L, 8L,
## 3L, 2L, 6L, 7L, 7L, 4L, 7L, 7L, 5L, 6L, 4L, 7L, 7L, 7L, 5L,
## 6L, 7L, 5L, 8L, 1L, 6L, NA, 7L, 5L, NA, NA, 5L, NA, NA, 7L,
## 7L, NA, 6L, 5L, 6L, 6L, NA, 7L, 7L, 6L, NA, NA, 6L, 7L, 8L,
## 6L, 6L, 5L, 6L, 7L, 7L, 7L, 8L, 8L, 8L, 5L, 5L, NA, 6L, 5L,
## 7L, NA, 6L, 6L, 7L, NA, 6L, 8L, 4L, 6L, NA, NA), CPS_10 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, 6L, 5L, 4L, 4L, 5L, 6L, 5L, 6L,
## 7L, 2L, 4L, 7L, 3L, 7L, 6L, 5L, NA, 5L, 8L, 7L, 7L, NA, NA,
## NA, 8L, 7L, 6L, NA, NA, 4L, 6L, 6L, 5L, 5L, 4L, 5L, 5L, 4L,
## 5L, 8L, 5L, 5L, NA, 5L, NA, 4L, 6L, 7L, 6L, 4L, 3L, 5L, 5L,
## 7L, 8L, 8L, 5L, 4L, 6L, 4L, 1L, 8L, 6L, 6L, 7L, 5L, 2L, 5L,
## 5L, 6L, 7L, 3L, 6L, 4L, 7L, 7L, 7L, NA, NA, NA, 6L, 6L, 6L,
## 7L, NA, 6L, 6L, 3L, 7L, 7L, 5L, 5L, 7L, NA, 7L, 5L, 7L, 8L,
## 3L, 5L, 7L, 8L, 8L, 6L, 5L, 6L, 8L, 8L, 2L, NA, NA, NA, 6L,
## 1L, 5L, NA, 3L, 7L, 6L, 5L, 8L, 6L, NA, 5L, 5L, 5L, 4L, NA,
## NA, 4L, 6L, 5L, 1L, 2L, 4L, 5L, 6L, 5L, 3L, 6L, 5L, 7L, 2L,
## 6L, 2L, 5L, 6L, 8L, 5L, 5L, 8L, NA, 1L, 1L, 4L, 7L, 3L, 8L,
## 3L, 6L, 8L, 5L, 3L, 7L, 6L, 4L, 3L, 1L, 4L, NA, 3L, 4L, 5L,
## 3L, 6L, 1L, 6L, 2L, 4L, 1L, 7L, 4L, NA, NA, 7L, 2L, 5L, 1L,
## 4L, 2L, 5L, 4L, 4L, 6L, 4L, 5L, 6L, 7L, 7L, 5L, 5L, 2L, 8L,
## 7L, 4L, 7L, 4L, 6L, 3L, 7L, 5L, 4L, 6L, 2L, 8L, 5L, 1L, 8L,
## 4L, NA, 8L, 7L, 5L, 5L, 7L, NA, 4L, 5L, 2L, 6L, 7L, 4L, 6L,
## NA, 7L, 4L, 7L, 5L, 6L, NA, 5L, 7L, NA, 3L, 4L, 3L, NA, 7L,
## 8L, 5L, 3L, 5L, 6L, 8L, 8L, 7L, 4L, 5L, 6L, 4L, 6L, 6L, 1L,
## 4L, 8L, 8L, 3L, 2L, 4L, 8L, NA, 8L, 3L, 7L, NA, 4L, 3L, 6L,
## 4L, 5L, 4L, 4L, 5L, 3L, 4L, 7L, 5L, 4L, 7L, 6L, 2L, NA, 1L,
## 7L, 7L, 1L, 4L, 4L, 7L, 8L, 3L, 8L, 7L, NA, 7L, 4L, 2L, 3L,
## 4L, 1L, NA, NA, 6L, 8L, 6L, 2L, 7L, 3L, 3L, 4L, 2L, 2L, 5L,
## 5L, 4L, 7L, NA, 4L, 5L, 3L, 2L, 6L, 6L, 7L, 7L, 6L, 5L, 5L,
## 5L, 4L, 5L, 3L, 2L, 5L, 2L, 3L, 6L, 5L, 5L, 6L, 7L, 7L, 3L,
## 7L, 8L, 5L, 5L, 6L, 5L, NA, NA, 5L, 4L, NA, NA, 4L, 8L, NA,
## 6L, 6L, 3L, 4L, 6L, 2L, 7L, 8L, 5L, 4L, 5L, 7L, 6L, 1L, 6L,
## 4L, 6L, 5L, 7L, 3L, 8L, 6L, 6L, 5L, 5L, 6L, 7L, 1L, 3L, 8L,
## 4L, 5L, 3L, 4L, 3L, 6L, 7L, 7L, 8L, 6L, 5L, 4L, 5L, 3L, 4L,
## 7L, 6L, 3L, 5L, 5L, 6L, 1L, 5L, 5L, 6L, 4L, 5L, 6L, 2L, 8L,
## 7L, 4L, 1L, 8L, 4L, 6L, 2L, 4L, 7L, 8L, 5L, 3L, 6L, 6L, 5L,
## 1L, NA, 3L, 5L, 5L, 7L, 5L, 5L, 7L, 7L, 3L, 7L, 8L, NA, 8L,
## NA, NA, 7L, 5L, NA, 7L, 3L, 4L, 3L, 8L, 6L, NA, 5L, 5L, 7L,
## 6L, 7L, 8L, 7L, NA, 6L, 6L, 5L, 5L, 7L, 5L, 1L, 7L, 1L, 4L,
## 2L, 1L, 3L, 6L, 5L, 4L, 5L, 4L, 5L, 6L, 4L, 5L, 4L, 4L, 5L,
## 5L, 4L, 6L, 6L, 5L, 5L, 2L, 7L, 5L, 7L, 4L, 2L, 8L, 7L, 5L,
## 4L, 5L, 7L, 6L, 7L, 6L, 5L, 8L, 6L, 7L, 5L, 5L, 5L, 3L, 7L,
## 4L, 5L, 4L, 7L, 6L, NA, NA, NA, 8L, NA, NA, NA, NA, 2L, NA,
## NA, 6L, 8L, NA, NA, 7L, NA, 8L, NA, 4L, NA, NA, NA, NA, NA,
## 4L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, 4L, NA, NA, 5L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L,
## NA, 6L, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4L, 8L,
## NA, NA, 5L, 6L, 5L, 5L, 5L, 8L, 3L, 6L, 3L, 5L, 5L, 5L, 4L,
## 6L, 4L, 1L, 4L, 5L, 3L, 6L, 4L, 6L, 6L, 7L, 6L, 7L, 5L, 7L,
## 6L, 5L, 7L, 7L, 6L, 7L, 5L, 5L, 6L, 7L, 4L, 7L, 7L, 6L, 7L,
## 6L, 4L, 7L, 6L, 7L, 7L, 8L, 6L, NA, 3L, 4L, 6L, 6L, 5L, 7L,
## 3L, 8L, 4L, 8L, 6L, 6L, 6L, 5L, 8L, 4L, NA, 6L, 7L, 6L, 5L,
## 3L, 5L, 6L, NA, 1L, 7L, 5L, 3L, 5L, 7L, 7L, 5L, 5L, 5L, 7L,
## 7L, 5L, 6L, 8L, 6L, 5L, 5L, 8L, 6L, 6L, 6L, 6L, 6L, 6L, 7L,
## 6L, 7L, 7L, 6L, 7L, 6L, 6L, 7L, 5L, 4L, 6L, 5L, 3L, 3L, 5L,
## 5L, 6L, 7L, 7L, 7L, 8L, 7L, 7L, 6L, 6L, 7L, 4L, 5L, 7L, 6L,
## 6L, 8L, 7L, 8L, 5L, 6L, 7L, 8L, 5L, 6L, 6L, 6L, 4L, 4L, 7L,
## 6L, 7L, 5L, 6L, 6L, 6L, 3L, 7L, 6L, 6L, 4L, 7L, 6L, 1L, 4L,
## 6L, 6L, 6L, 6L, 7L, 5L, 8L, 5L, NA, NA, NA, NA, 4L, 5L, 7L,
## 6L, 5L, 6L, 7L, 5L, 1L, 5L, 4L, 6L, 6L, 2L, 7L, 7L, 5L, 6L,
## 4L, 7L, 4L, 5L, 7L, NA, NA, 3L, 4L, 7L, 2L, 3L, 2L, 4L, 6L,
## 5L, 8L, 6L, 5L, 6L, 4L, 6L, 4L, 5L, 7L, NA, 6L, 1L, 4L, 6L,
## 7L, 6L, 5L, 6L, 6L, 7L, 8L, 7L, 8L, 6L, 4L, 5L, 5L, 5L, 7L,
## 6L, 8L, 4L, 7L, 5L, 6L, 8L, 6L, 6L, 5L, 2L, 7L, 5L, 6L, 6L,
## 4L, 5L, 6L, 4L, 6L, 4L, 6L, 5L, 7L, 7L, 5L, 7L, 6L, 8L, 7L,
## 7L, 4L, 6L, 4L, 6L, 6L, 8L, 8L, 6L, 8L, 6L, 5L, 4L, 6L, 4L,
## 7L, 8L, 7L, 6L, 8L, 6L, 6L, 7L, 5L, NA, 6L, 7L, NA, 7L, 7L,
## 6L, 6L, 8L, 5L, 8L, 4L, 7L, 4L, 4L, 5L, 4L, 6L, 7L, 6L, 5L,
## 5L, 6L, 4L, 2L, 5L, 6L, 8L, 7L, 5L, 2L, 4L, 5L, 2L, 5L, 4L,
## 7L, 6L, 6L, 7L, 5L, 4L, 3L, 6L, 4L, 6L, 6L, 5L, 7L, 6L, 7L,
## 7L, 5L, 6L, 4L, 7L, 5L, 7L, 7L, 7L, 6L, 6L, 7L, 7L, 4L, 7L,
## 8L, 6L, 4L, 6L, 5L, 3L, 7L, 6L, 3L, 8L, 8L, 6L, 4L, 6L, 6L,
## 5L, 6L, 8L, 6L, 3L, 6L, 4L, 7L, 5L, 6L, 5L, 6L, 3L, 5L, 5L,
## 6L, 6L, 6L, 5L, 5L, 6L, 6L, 5L, 5L, 4L, 5L, 6L, 5L, 5L, 6L,
## 5L, 5L, 7L, 5L, 6L, 6L, 6L, 5L, 5L, 6L, 5L, 4L, 2L, 4L, 7L,
## 3L, 6L, 7L, 4L, 5L, 4L, 4L, 7L, 5L, 5L, 2L, 4L, 4L, 5L, 7L,
## 6L, 4L, 4L, 7L, 6L, 1L, 6L, 5L, 4L, 5L, 6L, 3L, 5L, 3L, 6L,
## 5L, 5L, 5L, 2L, 3L, 4L, 5L, 6L, 5L, 5L, 4L, 6L, 5L, 5L, 6L,
## 5L, 3L, 7L, 5L, 5L, 5L, 5L, 3L, 5L, 5L, 3L, 6L, 3L, 5L, 7L,
## 3L, 2L, 7L, 5L, 5L, 3L, 6L, 5L, 3L, 5L, 4L, 5L, 5L, 4L, 7L,
## 1L, 5L, 5L, 6L, 1L, 6L, NA, 5L, 4L, NA, NA, 2L, NA, NA, 5L,
## 5L, NA, 6L, 4L, 6L, 6L, NA, 5L, 5L, 6L, NA, NA, 7L, 7L, 6L,
## 5L, 7L, 7L, 5L, 7L, 5L, 7L, 8L, 7L, 6L, 6L, 4L, NA, 7L, 5L,
## 6L, NA, 6L, 5L, 6L, NA, 6L, 7L, 5L, 3L, NA, NA), CPS1 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), PNA_1 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 4L, 1L, 1L, 2L, 4L, 3L, 3L, 3L, 5L, 5L, 5L,
## 4L, 6L, 6L, 6L, 5L, 3L, 7L, 7L, 6L, 5L, 4L, 1L, 5L, 5L, 5L,
## 6L, 4L, 4L, 2L, 6L, 5L, 1L, 6L, 7L, 6L, 4L, 5L, 5L, 4L, 4L,
## 4L, 3L, 3L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 4L, 5L, 5L, 4L, 5L,
## 3L, 5L, 5L, 2L, 5L, 5L, 4L, 3L, 3L, 4L, 2L, 3L, 4L, 3L, 3L,
## 4L, 3L, 4L, 4L, 3L, 4L, 3L, 5L, 2L, 3L, 3L, 3L, 4L, 4L, 4L,
## 5L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 2L, 4L, 4L, 4L, 4L, 5L,
## 4L, 4L, 4L, 5L, 5L, 2L, 5L, 4L, 4L, 4L, 4L, 3L, 5L, 4L, 4L,
## 5L, 4L, 5L, 4L, 5L, 4L, 2L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 4L,
## 2L, 5L, 5L, 4L, 4L, 3L, 5L, 4L, 3L, 4L, 4L, 5L, 2L, 4L, 3L,
## 4L, 4L, 3L, 5L, 4L, 3L, 4L, 3L, 4L, 5L, 5L, 5L, 4L, 4L, 3L,
## 4L, 4L, 5L, 3L, 3L, 4L, 3L, 3L, 4L, 4L, 4L, 3L, 4L, 4L, 4L,
## 3L, 4L, 4L, 4L, 4L, 4L, 5L, 4L, 5L, 4L, 4L, 3L, 5L, 4L, 5L,
## 5L, 5L, 5L, 4L, 3L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_2 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 6L, 7L, 1L, 5L, 7L, 6L, 7L, 5L, 4L, 5L, 7L,
## 3L, 6L, 6L, 7L, 6L, 4L, 7L, 6L, 7L, 7L, 5L, 7L, 7L, 6L, 5L,
## 4L, 4L, 6L, 5L, 6L, 6L, 7L, 6L, 4L, 2L, 2L, 2L, 1L, NA, 2L,
## 3L, 2L, 2L, 4L, 1L, 3L, 3L, 4L, 3L, 2L, 4L, 5L, 3L, 3L, NA,
## 2L, 1L, 5L, 2L, 3L, 3L, 3L, 4L, 2L, 3L, 1L, 4L, 2L, 2L, 1L,
## 4L, 2L, 3L, 2L, 2L, 1L, 4L, 3L, 1L, 3L, 2L, 6L, 3L, 4L, 2L,
## 3L, 5L, 3L, 1L, 5L, 3L, 3L, 3L, 3L, 4L, 4L, 3L, 4L, 3L, 2L,
## 4L, 2L, 3L, 4L, 2L, 6L, 3L, 4L, 3L, 2L, 6L, 5L, 5L, 3L, 2L,
## 4L, 3L, 3L, 4L, 3L, 4L, 4L, 5L, 5L, 3L, 4L, 5L, 2L, 4L, 2L,
## 4L, 5L, 4L, 4L, 3L, 3L, 2L, 3L, 2L, 4L, 5L, 4L, 4L, 4L, 3L,
## 4L, 1L, 3L, 2L, 3L, 4L, 3L, 3L, 5L, 3L, 2L, 3L, 3L, 2L, 2L,
## 2L, 3L, 4L, 3L, 3L, 4L, 3L, 5L, 3L, 4L, 5L, 3L, 3L, 3L, 3L,
## 3L, 4L, 3L, 3L, 5L, 4L, 4L, 2L, 3L, 3L, 4L, 4L, 4L, 5L, 2L,
## 4L, 2L, 2L, 3L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_3 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 7L, 3L, 6L, 3L, 5L, 6L, 7L, 7L, 4L, 5L, 7L,
## 6L, 6L, 5L, 7L, 6L, 5L, 7L, 6L, 3L, 7L, 4L, 7L, 6L, 6L, 4L,
## 3L, 4L, 5L, 3L, 6L, 7L, 4L, 7L, 7L, 3L, 3L, 5L, 5L, 3L, 3L,
## 2L, 3L, 4L, 3L, 5L, 4L, 3L, 3L, 3L, 3L, 2L, 4L, 4L, 2L, 1L,
## 3L, 5L, 5L, 3L, 5L, 3L, 4L, 1L, 2L, 2L, 1L, 2L, 4L, 2L, 4L,
## 4L, 3L, 3L, 3L, 1L, 3L, 4L, 3L, 4L, 3L, 5L, 4L, 5L, 6L, 4L,
## 5L, 3L, 5L, 3L, 5L, 4L, 4L, 4L, 4L, 4L, 5L, 6L, 6L, 5L, 5L,
## 5L, 5L, 4L, 5L, 5L, 5L, 5L, 5L, 6L, 5L, 5L, 5L, 6L, 5L, 5L,
## 5L, 5L, 6L, 5L, 6L, 5L, 4L, 5L, 6L, 5L, 6L, 5L, 4L, 4L, 6L,
## 2L, 4L, 6L, 3L, 5L, 2L, 5L, 4L, 2L, 5L, 6L, 6L, 5L, 5L, 4L,
## 5L, 5L, 5L, 5L, 5L, 4L, 5L, 5L, 4L, 4L, 4L, 5L, 5L, 4L, 5L,
## 5L, 4L, 4L, 4L, 4L, 5L, 5L, 3L, 4L, 4L, 6L, 3L, 4L, 5L, 5L,
## 3L, 5L, 5L, 5L, 4L, 6L, 5L, 5L, 4L, 5L, 4L, 5L, 5L, 4L, 6L,
## 5L, 5L, 5L, 5L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_4 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 4L, 7L, 6L, 2L, 4L, 3L, 3L, 5L, 6L, 5L, 7L,
## 4L, 6L, 5L, 7L, 5L, 4L, 7L, 7L, 4L, 5L, 4L, 1L, 6L, 5L, 7L,
## 6L, 4L, 2L, 4L, 5L, 4L, 4L, 7L, 7L, 5L, 1L, 2L, 3L, 3L, 3L,
## 2L, 3L, 2L, 5L, 1L, 2L, 1L, 2L, 3L, 3L, 4L, 1L, 1L, 1L, 2L,
## 1L, 1L, 5L, 3L, 3L, 3L, 1L, 4L, 3L, 1L, 5L, 5L, 3L, 1L, 1L,
## 4L, 2L, 4L, 1L, 1L, 1L, 3L, 1L, 2L, 3L, 4L, 5L, 4L, 4L, 2L,
## 3L, 5L, 2L, 5L, 3L, 4L, 3L, 2L, 3L, 3L, 3L, 3L, 4L, 2L, 2L,
## 5L, 2L, 3L, 3L, 2L, 2L, 2L, 4L, 2L, 2L, 5L, 1L, 2L, 2L, 2L,
## 5L, 3L, 2L, 4L, 2L, 3L, 4L, 5L, 4L, 3L, 4L, 2L, 2L, 3L, 3L,
## 4L, 6L, 3L, 3L, 3L, 3L, 2L, 3L, 2L, 5L, 5L, 2L, 3L, 4L, 3L,
## 2L, 5L, 3L, 2L, 2L, 4L, 3L, 5L, 4L, 3L, 3L, 2L, 3L, 3L, 3L,
## 2L, 3L, 4L, 2L, 2L, 4L, 3L, 5L, 2L, 3L, 4L, 2L, 3L, 3L, 3L,
## 3L, 2L, 5L, 3L, 5L, 2L, 4L, 2L, 3L, 3L, 2L, 3L, 4L, 1L, 3L,
## 3L, 2L, 3L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_5 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 5L, 7L, 6L, 2L, 5L, 4L, 2L, 6L, 7L, 5L, 7L,
## 5L, 6L, 6L, 6L, 5L, 5L, 7L, 7L, 5L, 5L, 4L, 1L, 5L, 6L, 7L,
## 6L, 4L, 6L, 5L, 4L, 4L, 4L, 7L, 7L, 6L, 5L, 5L, 4L, 3L, 4L,
## 3L, 4L, 4L, 4L, 4L, 5L, 5L, 5L, 3L, 4L, 3L, 5L, 4L, 3L, 1L,
## 3L, 5L, 5L, 2L, 5L, 4L, 5L, 3L, 4L, 5L, 1L, 3L, 4L, 4L, 3L,
## 4L, 3L, 3L, 4L, 4L, 5L, 1L, 4L, 4L, 3L, 2L, 6L, 5L, 5L, 2L,
## 5L, 3L, 4L, 6L, 4L, 5L, 4L, 5L, 6L, 3L, 4L, 6L, 6L, 5L, 5L,
## 5L, 5L, 5L, 4L, 4L, 4L, 4L, 5L, 5L, 6L, 3L, 2L, 6L, 5L, 5L,
## 2L, 5L, 6L, 4L, 5L, 4L, 3L, 5L, 6L, 5L, 5L, 4L, 5L, 3L, 4L,
## 2L, 5L, 6L, 5L, 2L, 4L, 6L, 5L, 3L, 6L, 5L, 5L, 3L, 5L, 4L,
## 6L, 4L, 5L, 6L, 5L, 4L, 6L, 5L, 4L, 5L, 5L, 5L, 5L, 3L, 5L,
## 5L, 4L, 6L, 2L, 4L, 4L, 3L, 6L, 5L, 3L, 6L, 5L, 5L, 5L, 6L,
## 3L, 5L, 5L, 5L, 3L, 6L, 4L, 6L, 4L, 4L, 5L, 6L, 5L, 3L, 6L,
## 4L, 4L, 5L, 4L, 5L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_6 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 4L, 7L, 7L, 1L, 2L, 4L, 2L, 4L, 6L, 5L, 6L,
## 4L, 7L, 5L, 5L, 5L, 4L, 5L, 7L, 3L, 3L, 4L, 2L, 6L, 4L, 5L,
## 5L, 4L, 6L, 5L, 5L, 4L, 1L, 6L, 7L, 5L, 1L, 1L, 1L, 1L, 3L,
## 1L, 2L, 2L, 5L, 1L, 3L, 2L, 2L, 3L, 2L, 1L, 2L, 1L, 1L, 2L,
## 1L, 1L, 1L, 3L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 3L, 3L, 1L, 2L,
## 4L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 3L, 1L, 2L, 4L, 3L, 2L,
## 3L, 4L, 2L, 6L, 4L, 3L, 2L, 2L, 5L, 3L, 2L, 4L, 4L, 2L, 2L,
## 3L, 4L, 4L, 2L, 2L, 2L, 3L, 3L, 4L, 2L, 4L, 3L, 2L, 2L, 4L,
## 5L, 2L, 2L, 3L, 2L, 3L, 4L, 5L, 5L, 3L, 5L, 4L, 3L, 4L, 2L,
## 5L, 4L, 2L, 3L, 2L, 2L, 2L, 2L, 3L, 6L, 6L, 4L, 5L, 3L, 3L,
## 3L, 2L, 3L, 2L, 3L, 4L, 4L, 3L, 5L, 2L, 3L, 2L, 3L, 3L, 3L,
## 2L, 3L, 4L, 2L, 2L, 4L, 4L, 4L, 5L, 3L, 4L, 2L, 2L, 3L, 3L,
## 3L, 3L, 2L, 3L, 4L, 3L, 3L, 2L, 3L, 2L, 4L, 4L, 3L, 4L, 4L,
## 2L, 2L, 2L, 3L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_7 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 7L, 7L, 1L, 3L, 6L, 6L, 7L, 6L, 6L, 5L, 7L,
## 7L, 6L, 6L, 7L, 5L, 4L, 7L, 6L, 6L, 7L, 4L, 4L, 7L, 6L, 7L,
## 3L, 4L, 6L, 6L, 6L, 6L, 5L, 6L, 7L, 5L, 1L, 2L, 1L, 2L, 2L,
## 2L, 2L, 2L, 3L, 1L, 1L, 1L, 2L, 3L, 1L, 1L, 2L, 1L, 1L, 2L,
## 2L, 1L, 4L, 3L, 1L, 3L, 3L, 2L, 1L, 1L, 5L, 3L, 1L, 1L, 5L,
## 4L, 1L, 2L, 1L, 1L, 1L, 3L, 1L, 1L, 3L, 4L, 2L, 4L, 3L, 3L,
## 3L, 2L, 2L, 2L, 3L, 2L, 3L, 2L, 3L, 3L, 3L, 4L, 4L, 4L, 2L,
## 4L, 2L, 3L, 2L, 3L, 5L, 3L, 4L, 2L, 2L, 5L, 2L, 2L, 3L, 2L,
## 2L, 2L, 2L, 4L, 3L, 4L, 4L, 5L, 4L, 3L, 3L, 4L, 2L, 3L, 2L,
## 5L, 5L, 3L, 2L, 4L, 3L, 3L, 2L, 3L, 3L, 4L, 3L, 2L, 3L, 3L,
## 3L, 2L, 3L, 2L, 4L, 4L, 4L, 4L, 4L, 2L, 5L, 3L, 3L, 4L, 2L,
## 2L, 4L, 4L, 2L, 3L, 4L, 3L, 6L, 1L, 3L, 2L, 2L, 4L, 2L, 3L,
## 3L, 2L, 2L, 3L, 3L, 5L, 3L, 3L, 3L, 2L, 4L, 3L, 3L, 2L, 3L,
## 3L, 2L, 3L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_8 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 7L, 3L, 5L, 5L, 6L, 7L, 7L, 7L, 4L, 5L, 7L,
## 4L, 6L, 6L, 7L, 5L, 4L, 7L, 7L, 6L, 7L, 4L, 4L, 7L, 6L, 4L,
## 6L, 4L, 5L, 3L, 5L, 7L, 7L, 6L, 6L, 6L, 1L, 1L, 1L, 3L, 2L,
## 1L, 3L, 2L, 4L, 1L, 3L, 1L, 3L, 3L, 2L, 2L, 1L, 2L, 4L, 1L,
## 1L, 1L, 4L, 3L, 3L, 1L, 1L, 3L, 3L, 4L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 3L, 4L, 6L, 5L, 3L, 3L,
## 3L, 5L, 3L, 6L, 4L, 2L, 3L, 3L, 2L, 6L, 3L, 5L, 5L, 3L, 2L,
## 3L, 3L, 2L, 2L, 2L, 4L, 2L, 4L, 5L, 3L, 5L, 3L, 5L, 2L, 3L,
## 2L, 2L, 2L, 5L, 3L, 2L, 4L, 5L, 3L, 3L, 3L, 2L, 2L, 2L, 2L,
## 4L, 4L, 2L, 2L, 4L, 3L, 2L, 4L, 2L, 4L, 5L, 3L, 2L, 2L, 3L,
## 3L, 2L, 4L, 2L, 3L, 4L, 6L, 4L, 4L, 3L, 2L, 2L, 4L, 2L, 4L,
## 2L, 3L, 4L, 3L, 2L, 4L, 4L, 6L, 3L, 2L, 2L, 3L, 2L, 4L, 3L,
## 2L, 3L, 2L, 3L, 4L, 1L, 4L, 3L, 3L, 2L, 2L, 3L, 2L, 3L, 3L,
## 2L, 2L, 2L, 3L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_9 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 5L, 7L, 2L, 7L, 5L, 2L, 2L, 1L, 2L, 5L, 1L,
## 4L, 1L, 1L, 1L, 4L, 4L, 1L, 1L, 4L, 2L, 4L, 2L, 3L, 2L, 1L,
## 1L, 4L, 2L, 2L, 2L, 3L, 7L, 1L, 1L, 4L, 4L, 4L, 4L, 3L, 3L,
## 3L, 3L, 4L, 4L, 3L, 5L, 5L, 4L, 3L, 4L, 3L, 4L, 4L, 3L, 1L,
## 3L, 5L, 4L, 2L, 5L, 3L, 4L, 3L, 2L, 3L, 1L, 3L, 3L, 2L, 4L,
## 5L, 3L, 3L, 4L, 3L, 4L, 3L, 3L, 4L, 3L, 3L, 3L, 3L, 4L, 5L,
## 3L, 4L, 4L, 5L, 4L, 4L, 5L, 4L, 5L, 3L, 3L, 4L, 4L, 4L, 4L,
## 4L, 4L, 4L, 4L, 5L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 4L,
## 3L, 4L, 5L, 2L, 5L, 4L, 3L, 4L, 4L, 4L, 5L, 5L, 4L, 4L, 5L,
## 2L, 2L, 4L, 4L, 4L, 2L, 4L, 4L, 3L, 2L, 4L, 4L, 3L, 5L, 4L,
## 3L, 3L, 3L, 5L, 4L, 3L, 4L, 4L, 5L, 3L, 4L, 4L, 4L, 4L, 4L,
## 4L, 4L, 5L, 3L, 4L, 3L, 4L, 2L, 4L, 2L, 4L, 3L, 4L, 5L, 4L,
## 3L, 4L, 4L, 4L, 3L, 3L, 3L, 5L, 4L, 3L, 2L, 5L, 4L, 4L, 5L,
## 4L, 5L, 4L, 4L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_10 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 7L, 7L, 5L, 5L, 4L, 6L, 7L, 6L, 3L, 5L, 7L,
## 5L, 6L, 6L, 3L, 5L, 5L, 7L, 6L, 3L, 7L, 5L, 7L, 6L, 6L, 3L,
## 4L, 4L, 2L, 1L, 5L, 7L, 7L, 7L, 4L, 3L, 4L, 4L, 4L, 4L, 4L,
## 3L, 3L, 4L, 3L, 5L, 5L, 5L, 4L, 3L, 4L, 3L, 4L, 5L, 2L, 2L,
## 2L, 4L, 3L, 3L, 5L, 4L, 5L, 3L, 4L, 2L, 1L, 2L, 1L, 3L, 3L,
## 5L, 3L, 4L, 3L, 4L, 5L, 3L, 3L, 4L, 3L, 4L, 4L, 5L, 5L, 2L,
## 6L, 4L, 5L, 2L, 5L, 4L, 5L, 5L, 5L, 2L, 4L, 5L, 5L, 6L, 6L,
## 5L, 5L, 4L, 5L, 5L, 5L, 4L, 4L, 5L, 5L, 4L, 2L, 6L, 5L, 5L,
## 3L, 5L, 6L, 4L, 5L, 5L, 4L, 5L, 6L, 5L, 6L, 4L, 5L, 4L, 5L,
## 3L, 4L, 6L, 6L, 6L, 2L, 6L, 5L, 5L, 4L, 4L, 6L, 3L, 6L, 4L,
## 5L, 3L, 5L, 6L, 4L, 4L, 5L, 5L, 5L, 4L, 4L, 6L, 5L, 4L, 5L,
## 5L, 6L, 6L, 4L, 5L, 4L, 4L, 3L, 5L, 4L, 4L, 4L, 6L, 6L, 5L,
## 3L, 4L, 6L, 5L, 5L, 4L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, 4L, 6L,
## 5L, 6L, 5L, 4L, 6L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_11 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 6L, 7L, 5L, 5L, 5L, 4L, 2L, 6L, 5L, 5L, 7L,
## 5L, 6L, 5L, 6L, 5L, 4L, 7L, 7L, 5L, 4L, 3L, 4L, 7L, 6L, 5L,
## 6L, 4L, 6L, 6L, 3L, 5L, 4L, 7L, 7L, 5L, 1L, 1L, 2L, 3L, 2L,
## 2L, 3L, 2L, 3L, 1L, 3L, 1L, 3L, 3L, 3L, 5L, 2L, 2L, 4L, 1L,
## 2L, 2L, 5L, 4L, 3L, 3L, 1L, 5L, 3L, 4L, 5L, 5L, 1L, 2L, 1L,
## 4L, 1L, 3L, 1L, 3L, 1L, 4L, 1L, 1L, 3L, 5L, 5L, 5L, 2L, 4L,
## 4L, 5L, 3L, 5L, 4L, 5L, 3L, 3L, 4L, 6L, 4L, 3L, 5L, 4L, 2L,
## 5L, 4L, 3L, 4L, 2L, 6L, 4L, 4L, 3L, 4L, 5L, 3L, 2L, 2L, 3L,
## 2L, 3L, 2L, 5L, 4L, 3L, 4L, 5L, 4L, 4L, 3L, 3L, 3L, 3L, 3L,
## 4L, 6L, 5L, 4L, 4L, 4L, 3L, 4L, 3L, 3L, 6L, 5L, 2L, 4L, 3L,
## 2L, 3L, 4L, 2L, 3L, 4L, 3L, 4L, 5L, 3L, 2L, 2L, 3L, 4L, 2L,
## 2L, 4L, 6L, 3L, 2L, 4L, 3L, 6L, 3L, 4L, 4L, 2L, 3L, 6L, 3L,
## 3L, 3L, 3L, 4L, 3L, 4L, 5L, 4L, 4L, 2L, 3L, 2L, 3L, 4L, 3L,
## 3L, 2L, 5L, 4L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_12 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 4L, 3L, 1L, 5L, 4L, 4L, 5L, 5L, 2L, 5L, 1L,
## 6L, 1L, 6L, 1L, 3L, 4L, 4L, 1L, 1L, 2L, 4L, 4L, 5L, 2L, 1L,
## 5L, 4L, 4L, 6L, 5L, 3L, 4L, 6L, 4L, 4L, 4L, 3L, 3L, 4L, 3L,
## 2L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 3L, 5L, 5L, 3L, 3L, 5L, 5L,
## 2L, 5L, 5L, 4L, 5L, 2L, 3L, 4L, 5L, 4L, 5L, 3L, 5L, 5L, 4L,
## 5L, 2L, 3L, 2L, 3L, 4L, 4L, 3L, 2L, 3L, 3L, 6L, 3L, 5L, 4L,
## 5L, 4L, 5L, 4L, 5L, 6L, 6L, 4L, 3L, 4L, 6L, 4L, 5L, 5L, 5L,
## 4L, 6L, 4L, 4L, 4L, 6L, 5L, 5L, 4L, 5L, 4L, 3L, 6L, 5L, 5L,
## 6L, 5L, 2L, 4L, 5L, 4L, 4L, 5L, 6L, 5L, 6L, 4L, 5L, 5L, 5L,
## 4L, 2L, 5L, 4L, 5L, 4L, 5L, 5L, 4L, 6L, 5L, 6L, 5L, 5L, 6L,
## 3L, 3L, 3L, 3L, 5L, 4L, 6L, 5L, 5L, 4L, 6L, 5L, 6L, 5L, 4L,
## 5L, 3L, 6L, 4L, 4L, 4L, 3L, 4L, 4L, 5L, 5L, 5L, 5L, 5L, 4L,
## 3L, 5L, 3L, 6L, 4L, 5L, 4L, 5L, 4L, 4L, 5L, 6L, 6L, 3L, 6L,
## 6L, 4L, 5L, 4L, 6L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_13 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 7L, 7L, 3L, 2L, 3L, 6L, 3L, 7L, 6L, 5L, 6L,
## 7L, 7L, 6L, 7L, 6L, 5L, 7L, 7L, 6L, 6L, 5L, 5L, 7L, 6L, 5L,
## 4L, 4L, 7L, 5L, 7L, 5L, 4L, 6L, 7L, 6L, 1L, 1L, 1L, 4L, 2L,
## 1L, 2L, 2L, 4L, 1L, 1L, 1L, 2L, 3L, 1L, 2L, 2L, 1L, 1L, 2L,
## 2L, 1L, 1L, 3L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 4L, 1L, 1L, 1L,
## 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 3L, 1L, 5L, 4L, 2L, 3L,
## 3L, 3L, 3L, 2L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 4L, 2L, 2L,
## 3L, 2L, 2L, 2L, 2L, 6L, 2L, 2L, 2L, 2L, 6L, 3L, 2L, 2L, 3L,
## 3L, 3L, 2L, 3L, 2L, 2L, 4L, 5L, 3L, 2L, 4L, 3L, 2L, 3L, 2L,
## 6L, 4L, 2L, 3L, 3L, 2L, 2L, 2L, 2L, 5L, 3L, 3L, 2L, 3L, 3L,
## 2L, 3L, 5L, 2L, 3L, 4L, 3L, 3L, 5L, 3L, 2L, 2L, 3L, 3L, 2L,
## 2L, 3L, 4L, 2L, 2L, 4L, 1L, 3L, 3L, 4L, 2L, 2L, 2L, 3L, 2L,
## 3L, 3L, 3L, 2L, 5L, 3L, 3L, 2L, 4L, 3L, 2L, 2L, 3L, 2L, 4L,
## 2L, 2L, 3L, 3L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_14 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 6L, 7L, 5L, 2L, 4L, 4L, 3L, 6L, 5L, 5L, 7L,
## 7L, 6L, 6L, 7L, 5L, 5L, 7L, 7L, 4L, 5L, 4L, 3L, 7L, 6L, 7L,
## 7L, 4L, 7L, 6L, 6L, 5L, 4L, 6L, 7L, 6L, 4L, 5L, 5L, 4L, 4L,
## 2L, 3L, 3L, 4L, 3L, 4L, 4L, NA, 3L, 4L, 3L, 4L, 5L, 5L, 1L,
## 2L, 5L, 5L, 4L, 5L, 2L, 4L, 3L, 4L, 5L, 1L, 3L, 4L, 4L, 3L,
## 5L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 1L, 3L, 3L, 6L, 5L,
## 4L, 4L, 5L, 2L, 4L, 3L, 6L, 4L, 6L, 5L, 4L, 5L, 4L, 5L, 5L,
## 4L, 5L, 6L, 5L, 5L, 3L, 6L, 5L, 4L, 5L, 4L, 2L, 6L, 5L, 5L,
## 6L, 5L, 6L, 4L, 6L, 6L, 4L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 6L,
## 3L, 4L, 6L, 6L, 6L, 4L, 3L, 5L, 3L, 4L, 4L, 5L, 5L, 5L, 5L,
## 3L, 4L, 5L, 5L, 5L, 4L, 5L, 5L, 5L, 5L, 5L, 6L, 5L, 6L, 5L,
## 5L, 4L, 5L, 4L, 6L, 4L, 5L, 4L, 4L, 3L, 4L, 5L, 5L, 5L, 6L,
## 5L, 5L, 6L, 6L, 5L, 6L, 5L, 5L, 5L, 3L, 4L, 5L, 6L, 4L, 5L,
## 6L, 6L, 5L, 4L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_15 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 4L, 1L, 5L, 3L, 4L, 3L, 5L, 1L, 2L, 5L, 1L,
## 2L, 4L, 2L, 5L, 5L, 5L, 4L, 1L, 5L, 2L, 4L, 6L, 6L, 2L, 5L,
## 4L, 4L, 2L, 6L, 5L, 4L, 4L, 2L, 4L, 4L, 1L, 2L, 2L, 4L, 4L,
## 2L, 3L, 2L, 4L, 2L, 1L, 1L, 3L, 3L, 4L, 4L, 2L, 2L, 2L, 1L,
## 2L, 2L, 1L, 3L, 3L, 2L, 3L, 3L, 1L, 1L, 1L, 3L, 2L, 1L, 4L,
## 4L, 4L, 3L, 1L, 1L, 1L, 5L, 1L, 2L, 3L, 4L, 6L, 6L, 4L, 3L,
## 5L, 4L, 5L, 5L, 3L, 4L, 3L, 3L, 3L, 3L, 3L, 4L, 5L, 4L, 3L,
## 4L, 3L, 5L, 2L, 2L, 6L, 3L, 5L, 2L, 3L, 6L, 5L, 2L, 3L, 3L,
## 6L, 3L, 2L, 5L, 3L, 5L, 4L, 5L, 3L, 3L, 2L, 5L, 4L, 3L, 2L,
## 6L, 5L, 4L, 4L, 4L, 3L, 3L, 3L, 3L, 2L, 5L, 4L, 2L, 4L, 5L,
## 3L, 4L, 4L, 2L, 4L, 4L, 4L, 5L, 5L, 2L, 3L, 3L, 4L, 6L, 3L,
## 2L, 2L, 6L, 2L, 4L, 4L, 5L, 4L, 4L, 4L, 2L, 2L, 3L, 3L, 3L,
## 3L, 3L, 4L, 3L, 5L, 3L, 4L, 3L, 3L, 3L, 5L, 4L, 4L, 5L, 3L,
## 6L, 3L, 4L, 4L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_16 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 4L, 5L, 7L, 4L, 2L, 6L, 4L, 2L, 6L, 6L, 5L, 7L,
## 5L, 6L, 5L, 6L, 5L, 5L, 7L, 7L, 4L, 5L, 4L, 4L, 6L, 6L, 7L,
## 5L, 4L, 7L, 6L, 6L, 5L, 1L, 7L, 7L, 6L, 5L, 5L, 4L, 2L, 4L,
## 2L, 3L, 4L, 4L, 5L, 5L, 4L, 5L, 3L, 4L, 4L, 5L, 5L, 4L, 3L,
## 3L, 5L, 5L, 4L, 5L, 4L, 5L, 3L, 5L, 5L, 1L, NA, 3L, 5L, 3L,
## 5L, 4L, 5L, 4L, 5L, 4L, 3L, 5L, 5L, 3L, 5L, 3L, 4L, 6L, 5L,
## 6L, 5L, 6L, 5L, 5L, 5L, 2L, 5L, 6L, 5L, 4L, 5L, 5L, 5L, 6L,
## 5L, 5L, 5L, 6L, 6L, 4L, 5L, 5L, 5L, 6L, 5L, 4L, 6L, 6L, 5L,
## 6L, 5L, 6L, 5L, 6L, 6L, 4L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 5L,
## 3L, 6L, 5L, 5L, 5L, 4L, 5L, 4L, 4L, 6L, 6L, 6L, 4L, 5L, 5L,
## 4L, 3L, 3L, 6L, 6L, 4L, 5L, 5L, 5L, 5L, 6L, 6L, 5L, 6L, 5L,
## 5L, 5L, 6L, 4L, 5L, 4L, 5L, 5L, 4L, 4L, 5L, 5L, 5L, 6L, 6L,
## 3L, 5L, 6L, 6L, 5L, 6L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
## 6L, 6L, 6L, 4L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_17 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 5L, 5L, 11L, 4L, 2L, 7L, 4L, 1L, 11L, 7L, 7L,
## 9L, 9L, 9L, 8L, 8L, 2L, 8L, 6L, 8L, 8L, 7L, 5L, 1L, 4L, 8L,
## 6L, 9L, 5L, 8L, 7L, 2L, 9L, 5L, 8L, 8L, 7L, 4L, 2L, 3L, 3L,
## 4L, 1L, 4L, 4L, 5L, 1L, 5L, 4L, 4L, 3L, 4L, 4L, 4L, 5L, 3L,
## 2L, 3L, 5L, 5L, 3L, 5L, 4L, 4L, 3L, 5L, 5L, 1L, 4L, 5L, 5L,
## 3L, 5L, 4L, 3L, 1L, 2L, 4L, 3L, 3L, 1L, 3L, 3L, 3L, 4L, 5L,
## 6L, 6L, 3L, 6L, 4L, 5L, 5L, 4L, 5L, 5L, 3L, 5L, 5L, 5L, 5L,
## 5L, 4L, 4L, 5L, 4L, 4L, 2L, 5L, 5L, 5L, 3L, 5L, 4L, 4L, 5L,
## 4L, 6L, 5L, 6L, 5L, 5L, 6L, 4L, 5L, 5L, 5L, 5L, 4L, 4L, 5L,
## 5L, 3L, 4L, 5L, 5L, 5L, 4L, 6L, 4L, 5L, 4L, 5L, 4L, 4L, 5L,
## 5L, 4L, 4L, 4L, 6L, 6L, 4L, 5L, 4L, 4L, 5L, 5L, 5L, 4L, 5L,
## 5L, 5L, 4L, 6L, 3L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 5L, 5L, 5L,
## 5L, 4L, 5L, 5L, 5L, 2L, 5L, 4L, 5L, 4L, 5L, 5L, 6L, 4L, 6L,
## 5L, 6L, 4L, 5L, 4L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), PNA_18 = c(NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, 5L, 6L, 11L, 11L, 4L, 6L, 8L, 8L, 8L, 8L, 7L,
## 9L, 11L, 9L, 6L, 8L, 9L, 5L, 11L, 9L, 11L, 8L, 5L, 5L, 8L,
## 7L, 8L, 5L, 5L, 9L, 8L, 13L, 11L, 11L, 8L, 11L, 8L, 1L, 1L,
## 1L, 3L, 2L, 1L, 2L, 2L, 4L, 1L, 3L, 1L, 3L, 3L, 3L, 2L, 4L,
## 2L, 1L, 2L, 2L, 1L, 3L, 4L, 2L, 3L, 3L, 1L, 2L, 1L, 1L, 2L,
## 1L, 1L, 4L, 5L, 2L, 2L, 1L, 1L, 1L, 4L, 3L, 1L, 3L, 2L, 4L,
## 5L, 2L, 2L, 3L, 3L, 3L, 2L, 3L, 6L, 4L, 2L, 4L, 3L, 3L, 4L,
## 4L, 2L, 2L, 3L, 2L, 2L, 3L, 2L, 6L, 3L, 5L, 4L, 3L, 5L, 3L,
## 2L, 3L, 4L, 3L, 2L, 2L, 5L, 3L, 3L, 4L, 5L, 3L, 3L, 4L, 3L,
## 3L, 3L, 4L, 4L, 6L, 3L, 3L, 4L, 2L, 3L, 3L, 2L, 3L, 2L, 3L,
## 2L, 3L, 5L, 2L, 5L, 5L, 2L, 3L, 4L, 3L, 4L, 5L, 2L, 3L, 2L,
## 4L, 4L, 3L, 2L, 3L, 6L, 2L, 3L, 4L, 6L, 5L, 2L, 4L, 4L, 2L,
## 4L, 4L, 3L, 3L, 2L, 3L, 2L, 5L, 2L, 5L, 3L, 3L, 4L, 2L, 3L,
## 4L, 2L, 2L, 5L, 2L, 5L, 3L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L
## ), PNA_19 = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, 4L, 2L, 6L, 8L, 4L, 8L, 6L,
## 5L, 7L, 11L, 7L, 8L, 8L, 9L, 9L, 9L, 5L, 6L, 11L, 8L, 6L,
## 6L, 7L, 5L, 2L, 7L, 9L, 8L, 5L, 7L, 7L, 4L, 7L, 11L, 8L,
## 6L, 6L, 5L, 3L, 5L, 3L, 3L, 3L, 4L, 4L, 2L, 5L, 5L, 4L, 3L,
## 4L, 3L, 2L, 3L, 3L, 2L, 2L, 3L, 5L, 5L, 3L, 5L, 3L, 4L, 3L,
## 4L, 5L, 1L, 3L, 2L, 5L, 2L, 5L, 3L, 3L, 3L, 3L, 4L, 4L, 4L,
## 2L, 3L, 1L, 3L, 6L, 4L, 4L, 6L, 5L, 4L, 3L, 6L, 6L, 4L, 6L,
## 6L, 4L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, 6L, 6L, 5L, 5L,
## 5L, 5L, 3L, 5L, 5L, 6L, 6L, 6L, 4L, 6L, 3L, 5L, 5L, 4L, 5L,
## 5L, 5L, 5L, 5L, 6L, 4L, 5L, 2L, 6L, 5L, 6L, 3L, 4L, 6L, 5L,
## 5L, 5L, 4L, 6L, 4L, 5L, 4L, 5L, 3L, 4L, 5L, 6L, 4L, 6L, 6L,
## 4L, 5L, 5L, 6L, 6L, 4L, 6L, 5L, 5L, 6L, 2L, 4L, 5L, 5L, 4L,
## 5L, 3L, 6L, 4L, 5L, 5L, 6L, 3L, 5L, 1L, 5L, 4L, 5L, 4L, 5L,
## 4L, 5L, 6L, 6L, 5L, 4L, 5L, 6L, 5L, 5L, 5L, 4L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L), PNA_20 = c(NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, 1L, 8L, 8L,
## 5L, 6L, 8L, 5L, 8L, 7L, 7L, 9L, 11L, 7L, 5L, 9L, 8L, 2L,
## 2L, 13L, 2L, 8L, 8L, 4L, 7L, 8L, 7L, 4L, 5L, 13L, 9L, 3L,
## 11L, 7L, 9L, 9L, 7L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 5L,
## 1L, 2L, 1L, 2L, 3L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 5L, 4L,
## 1L, 3L, 1L, 3L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 1L,
## 1L, 1L, 4L, 1L, 1L, 3L, 2L, 2L, 4L, 3L, 2L, 3L, 2L, 2L, 5L,
## 3L, 2L, 4L, 3L, 3L, 2L, 2L, 3L, 4L, 4L, 2L, 4L, 2L, 3L, 2L,
## 3L, 6L, 3L, 5L, 2L, 3L, 4L, 2L, 2L, 3L, 3L, 2L, 2L, 2L, 4L,
## 3L, 3L, 4L, 5L, 3L, 3L, 3L, 4L, 2L, 3L, 3L, 6L, 4L, 3L, 2L,
## 4L, 2L, 4L, 2L, 2L, 2L, 4L, 3L, 2L, 3L, 4L, 2L, 2L, 3L, 2L,
## 3L, 4L, 3L, 5L, 4L, 2L, 4L, 3L, 4L, 4L, 2L, 2L, 3L, 4L, 2L,
## 2L, 4L, 4L, 6L, 2L, 3L, 2L, 2L, 3L, 5L, 2L, 3L, 3L, 4L, 2L,
## 3L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 2L, 3L, 2L, 3L, 3L,
## 3L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
## 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), Q46_11 = c(NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, 2L, 8L, 6L, 6L, 8L, 5L, 7L,
## 7L, 5L, 5L, 6L, 6L, 6L, 6L, 6L, 7L, 5L, 5L, 6L, 7L, 7L, 7L,
## 6L, 8L, 4L, 6L, 7L, 7L, 7L, 6L, 4L, 8L, 7L, 6L, 8L, 7L, 8L,
## 6L, 6L, 8L, 6L, 8L, 6L, 7L, 8L, 5L, 8L, 6L, 5L, 7L, 6L, 6L,
## 8L, 6L, 6L, 8L, 6L, 5L, 7L, 8L, 7L, 6L, 7L, 6L, 7L, 5L, 4L,
## 7L, 7L, 4L, 5L, 6L, 8L, 7L, 8L, 8L, 6L, 5L, 6L, 8L, 7L, 8L,
## 4L, 5L, 6L, 5L, 5L, 6L, 7L, 7L, 7L, 6L, 6L, 7L, 5L, 7L, 8L,
## 8L, 7L, 7L, 7L, 6L, 5L, 6L, 7L, 7L, 6L, 8L, 7L, 8L, 8L, 7L,
## 5L, 8L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 6L, 7L, NA, NA,
## NA, 7L, NA, NA, NA, NA, NA, NA, NA, NA, NA, 5L, NA, 5L, NA,
## NA, NA, NA, NA, NA, NA, NA, 8L, NA, NA, NA, NA, NA, NA, NA,
## NA, NA, NA, NA, NA, NA, NA, NA, NA)), .Names = c("X.1", "Dataset",
## "First.Name", "Last.Name", "Gender", "Age", "Grade", "ASDQII_1",
## "ASDQII_2", "ASDQII_3", "ASDQII_4", "ASDQII_5", "ASDQII_6", "ASDQII_7",
## "ASDQII_8", "ASDQII_9", "ASDQII_10", "ASDQII_11", "ASDQII_12",
## "ASDQII_13", "ASDQII_14", "ASDQII_15", "ASDQII_16", "ASDQII_17",
## "ASDQII_18", "ASDQII_19", "ASDQII_20", "MLQ_1", "MLQ_2", "MLQ_3",
## "MLQ_4", "MLQ_5", "MLQ_6", "MLQ_7", "MLQ_8", "MLQ_9", "MLQ_10",
## "LET_1", "LET_2", "LET_3", "LET_4", "LET_5", "LET_6", "PWB_1",
## "PWB_2", "PWB_3", "PWB_4", "PWB_5", "PWB_6", "PWB_7", "PWB_8",
## "PWB_9", "APSI_1", "APSI_2", "APSI_3", "APSI_4", "APSI_5", "APSI_6",
## "APSI_7", "APSI_8", "HAPPI.1_1", "HAPPI.2_1", "HAPPI.3_1", "HAPPI.4_1",
## "Q36_1", "RES.1", "RES.2", "RES.3", "SDQI_1", "SDQI_2", "SDQI_3",
## "SDQI_4", "SDQI_5", "SDQI_6", "SDQI_7", "SDQI_8", "SDQI_9", "SDQI_10",
## "LOT.R_1", "LOT.R_2", "LOT.R_3", "LOT.R_4", "LOT.R_5", "LOT.R_6",
## "LOT.R_7", "LOT.R_8", "LOT.R_9", "LOT.R_10", "LS_1", "LS_2",
## "LS_3", "LS_4", "LS_5", "X", "CPS_1", "CPS_2", "CPS_3", "CPS_4",
## "CPS_5", "CPS_6", "CPS_7", "CPS_8", "CPS_9", "CPS_10", "CPS1",
## "PNA_1", "PNA_2", "PNA_3", "PNA_4", "PNA_5", "PNA_6", "PNA_7",
## "PNA_8", "PNA_9", "PNA_10", "PNA_11", "PNA_12", "PNA_13", "PNA_14",
## "PNA_15", "PNA_16", "PNA_17", "PNA_18", "PNA_19", "PNA_20", "Q46_11"
## ), class = "data.frame", row.names = c(NA, -1288L))ConvergantMLQ.model = '
Feeling Now =~ APSI_1 + APSI_2 + APSI_5
Future goals =~ APSI_4 + APSI_7 + APSI_8
Purpose =~ MLQ_1 + MLQ_4 + MLQ_5 + MLQ_6 + MLQ_9
Searching Purpose =~ MLQ_2 + MLQ_3 + MLQ_7 + MLQ_8 + MLQ_10
'
ConvergantMLQ.fit=cfa(ConvergantMLQ.model, data=data, missing = "ML")## Warning in lav_data_full(data = data, group = group, group.label = group.label, : lavaan WARNING: some cases are empty and will be removed:
## 145 150 151 152 156 157 171 173 206 207 208 209 213 222 238 239 240 244 249 250 251 252 253 256 257 258 259 261 263 265 266 268 275 279 280 283 284 290 294 297 298 299 300 301 302 304 305 307 308 311 312 314 315 316 317 320 322 323 325 328 330 331 332 335 336 338 340 342 343 345 348 350 351 352 354 355 356 357 358 362 366 368 371 373 374 375 377 380 383 384 393 394 395 396 398 399 402 403 408 409 410 412 414 415 417 419 420 426 428 432 437 438 439 440 443 444 445 448 450 453 455 458 461 462 464 467 468 472 476 478 479 480 482 483 485 488 489 490 492 493 494 495 496 497 498 499 500 501 502 503 504 505 507 508 509 512 513 514 517 518 525 526 527 528 529 530 531 532 533 534 535 536 538 544 545 546 547 548 549 550 551 552 553 555 556 557 558 559 560 562 564 572 573 574 575 576 580 581 582 583 584 585 587 588 590 591 592 593 595 596 598 600 601 602 603 604 606 609 610 613 614 618 619 621 623 667 668 669 670 671 672 673 674 676 677 680 681 683 685 687 688 689 690 691 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 709 710 712 713 714 715 716 717 718 719 720 721 722 724 725 726 727 728 729 730 731 732 733 734 737 738 790 807 815 910 911 912 913 937 938 957 1031 1034 1035 1037 1039 1238 1241 1242 1244 1245 1248 1253 1256 1257 1258 1267 1268 1274 1278 1279 1282 1287 1288semPaths(ConvergantMLQ.fit, whatLabels = "std", layout = "tree")
summary(ConvergantMLQ.fit, standardized = TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 72 iterations
##
## Used Total
## Number of observations 970 1288
##
## Number of missing patterns 2
##
## Estimator ML
## Minimum Function Test Statistic 501.572
## Degrees of freedom 98
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv
## FeelingNow =~
## APSI_1 1.000 1.045
## APSI_2 0.856 0.030 28.978 0.000 0.895
## APSI_5 0.686 0.030 23.093 0.000 0.717
## Futuregoals =~
## APSI_4 1.000 0.995
## APSI_7 0.907 0.033 27.776 0.000 0.902
## APSI_8 1.002 0.035 28.849 0.000 0.997
## Purpose =~
## MLQ_1 1.000 1.356
## MLQ_4 0.951 0.037 25.740 0.000 1.290
## MLQ_5 0.832 0.033 25.081 0.000 1.128
## MLQ_6 1.006 0.038 26.130 0.000 1.364
## MLQ_9 -0.546 0.048 -11.347 0.000 -0.741
## SearchingPurpose =~
## MLQ_2 1.000 1.303
## MLQ_3 0.931 0.039 23.894 0.000 1.213
## MLQ_7 0.905 0.038 23.782 0.000 1.178
## MLQ_8 0.904 0.038 23.717 0.000 1.177
## MLQ_10 1.053 0.040 26.148 0.000 1.371
## Std.all
##
## 0.870
## 0.802
## 0.684
##
## 0.839
## 0.796
## 0.824
##
## 0.789
## 0.806
## 0.764
## 0.813
## -0.377
##
## 0.799
## 0.752
## 0.736
## 0.737
## 0.802
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow ~~
## Futuregoals 0.944 0.055 17.169 0.000 0.908 0.908
## Purpose 0.977 0.068 14.475 0.000 0.689 0.689
## SearchingPurps 0.190 0.052 3.645 0.000 0.139 0.139
## Futuregoals ~~
## Purpose 0.856 0.063 13.596 0.000 0.634 0.634
## SearchingPurps 0.208 0.050 4.192 0.000 0.160 0.160
## Purpose ~~
## SearchingPurps 0.286 0.066 4.316 0.000 0.162 0.162
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 95.171 0.000 3.720 3.095
## APSI_2 3.889 0.036 107.155 0.000 3.889 3.487
## APSI_5 4.135 0.034 120.935 0.000 4.135 3.941
## APSI_4 3.828 0.039 99.202 0.000 3.828 3.230
## APSI_7 3.863 0.037 104.668 0.000 3.863 3.409
## APSI_8 3.811 0.039 96.838 0.000 3.811 3.153
## MLQ_1 4.664 0.055 84.499 0.000 4.664 2.713
## MLQ_4 4.932 0.051 95.920 0.000 4.932 3.080
## MLQ_5 5.196 0.047 109.545 0.000 5.196 3.517
## MLQ_6 4.740 0.054 87.992 0.000 4.740 2.825
## MLQ_9 3.195 0.063 50.605 0.000 3.195 1.625
## MLQ_2 5.297 0.052 101.145 0.000 5.297 3.248
## MLQ_3 5.149 0.052 99.477 0.000 5.149 3.194
## MLQ_7 5.118 0.051 99.547 0.000 5.118 3.196
## MLQ_8 5.256 0.051 102.482 0.000 5.256 3.291
## MLQ_10 4.992 0.055 90.956 0.000 4.992 2.920
## FeelingNow 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
## Purpose 0.000 0.000 0.000
## SearchingPurps 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.353 0.026 13.540 0.000 0.353 0.244
## APSI_2 0.443 0.026 16.794 0.000 0.443 0.356
## APSI_5 0.586 0.030 19.271 0.000 0.586 0.533
## APSI_4 0.416 0.027 15.387 0.000 0.416 0.296
## APSI_7 0.471 0.028 17.087 0.000 0.471 0.367
## APSI_8 0.468 0.029 16.082 0.000 0.468 0.320
## MLQ_1 1.117 0.066 16.953 0.000 1.117 0.378
## MLQ_4 0.901 0.055 16.459 0.000 0.901 0.351
## MLQ_5 0.909 0.051 17.708 0.000 0.909 0.417
## MLQ_6 0.955 0.059 16.129 0.000 0.955 0.339
## MLQ_9 3.317 0.154 21.519 0.000 3.317 0.858
## MLQ_2 0.963 0.058 16.465 0.000 0.963 0.362
## MLQ_3 1.128 0.063 17.870 0.000 1.128 0.434
## MLQ_7 1.175 0.064 18.289 0.000 1.175 0.458
## MLQ_8 1.165 0.064 18.290 0.000 1.165 0.457
## MLQ_10 1.041 0.064 16.284 0.000 1.041 0.356
## FeelingNow 1.093 0.068 16.108 0.000 1.000 1.000
## Futuregoals 0.989 0.065 15.255 0.000 1.000 1.000
## Purpose 1.838 0.131 14.016 0.000 1.000 1.000
## SearchingPurps 1.697 0.119 14.249 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.756
## APSI_2 0.644
## APSI_5 0.467
## APSI_4 0.704
## APSI_7 0.633
## APSI_8 0.680
## MLQ_1 0.622
## MLQ_4 0.649
## MLQ_5 0.583
## MLQ_6 0.661
## MLQ_9 0.142
## MLQ_2 0.638
## MLQ_3 0.566
## MLQ_7 0.542
## MLQ_8 0.543
## MLQ_10 0.644correl1 = residuals(ConvergantMLQ.fit, type="cor")
correl1## $type
## [1] "cor.bollen"
##
## $cor
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 MLQ_1 MLQ_4 MLQ_5
## APSI_1 0.000
## APSI_2 -0.011 0.000
## APSI_5 -0.006 0.041 0.000
## APSI_4 0.011 -0.004 0.008 0.000
## APSI_7 -0.008 -0.042 0.013 0.006 0.000
## APSI_8 0.005 0.010 0.005 -0.013 0.011 0.000
## MLQ_1 -0.044 -0.004 -0.156 -0.034 -0.069 -0.072 0.000
## MLQ_4 0.065 0.052 -0.015 0.055 0.000 0.022 -0.018 0.000
## MLQ_5 -0.036 -0.035 -0.104 -0.010 -0.025 -0.044 0.052 -0.013 0.000
## MLQ_6 0.079 0.054 -0.034 0.057 0.048 0.067 -0.004 0.002 -0.023
## MLQ_9 0.051 0.069 0.122 0.054 0.102 0.077 -0.058 -0.004 -0.058
## MLQ_2 -0.027 -0.049 0.064 -0.062 0.022 -0.031 -0.067 -0.036 -0.026
## MLQ_3 0.069 0.071 0.137 0.039 0.118 0.062 0.038 0.105 0.072
## MLQ_7 0.006 -0.033 0.026 -0.033 0.091 0.002 0.065 0.069 0.087
## MLQ_8 0.053 0.063 0.132 0.042 0.138 0.055 0.061 0.103 0.104
## MLQ_10 -0.127 -0.115 0.012 -0.124 -0.038 -0.104 -0.076 -0.077 -0.049
## MLQ_6 MLQ_9 MLQ_2 MLQ_3 MLQ_7 MLQ_8 MLQ_10
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## MLQ_1
## MLQ_4
## MLQ_5
## MLQ_6 0.000
## MLQ_9 0.049 0.000
## MLQ_2 -0.048 0.226 0.000
## MLQ_3 0.084 0.151 -0.027 0.000
## MLQ_7 0.045 0.132 0.018 -0.003 0.000
## MLQ_8 0.065 0.108 0.006 -0.016 0.009 0.000
## MLQ_10 -0.112 0.262 0.008 0.033 -0.025 -0.008 0.000
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 MLQ_1 MLQ_4 MLQ_5 MLQ_6
## -0.002 -0.002 -0.001 -0.002 -0.002 -0.002 0.000 0.000 0.000 0.000
## MLQ_9 MLQ_2 MLQ_3 MLQ_7 MLQ_8 MLQ_10
## 0.000 0.000 0.000 0.000 0.000 0.000correl2 = residuals(ConvergantMLQ.fit, type="standardized")
correl2$cov## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 MLQ_1 MLQ_4 MLQ_5
## APSI_1 NA
## APSI_2 NA NA
## APSI_5 -3.379 3.966 NA
## APSI_4 3.511 -0.664 0.687 NA
## APSI_7 -1.686 -6.390 0.944 NA NA
## APSI_8 1.409 1.245 0.447 NA 3.926 NA
## MLQ_1 -3.518 -0.276 -8.951 -2.230 -4.240 -4.782 0.000
## MLQ_4 4.570 3.178 -0.790 3.405 -0.023 1.357 -2.716 0.000
## MLQ_5 -2.654 -2.152 -5.549 -0.583 -1.382 -2.648 4.893 -1.758 0.000
## MLQ_6 5.453 3.370 -1.899 3.642 2.799 3.992 -0.515 0.273 -3.334
## MLQ_9 2.301 2.933 4.754 2.234 4.134 3.178 -3.526 -0.287 -3.281
## MLQ_2 -1.486 -2.385 2.586 -3.198 1.056 -1.538 -3.086 -1.715 -1.162
## MLQ_3 3.337 3.149 5.273 1.796 5.069 2.830 1.647 4.493 2.968
## MLQ_7 0.304 -1.438 1.022 -1.541 3.856 0.069 2.726 2.938 3.532
## MLQ_8 2.502 2.739 5.042 1.918 5.772 2.457 2.556 4.331 4.197
## MLQ_10 -7.034 -5.580 0.501 -6.397 -1.800 -5.270 -3.521 -3.647 -2.189
## MLQ_6 MLQ_9 MLQ_2 MLQ_3 MLQ_7 MLQ_8 MLQ_10
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## MLQ_1
## MLQ_4
## MLQ_5
## MLQ_6 0.000
## MLQ_9 3.557 0.000
## MLQ_2 -2.299 7.430 NA
## MLQ_3 3.653 4.972 -3.505 NA
## MLQ_7 1.920 4.354 1.820 -0.275 NA
## MLQ_8 2.809 3.580 0.620 -1.533 0.770 NA
## MLQ_10 -5.385 8.557 1.079 3.356 -3.176 -0.862 NAmodindices(ConvergantMLQ.fit, sort. = TRUE, minimum.value = 3.84)## lhs op rhs mi epc sepc.lv sepc.all sepc.nox
## 110 SearchingPurpose =~ MLQ_9 60.361 0.383 0.499 0.254 0.254
## 75 FeelingNow =~ MLQ_10 52.448 -0.283 -0.296 -0.173 -0.173
## 99 Purpose =~ MLQ_10 48.743 -0.211 -0.286 -0.167 -0.167
## 88 Futuregoals =~ MLQ_10 48.407 -0.287 -0.286 -0.167 -0.167
## 187 MLQ_1 ~~ MLQ_5 32.973 0.262 0.262 0.103 0.103
## 91 Purpose =~ APSI_5 32.359 -0.189 -0.256 -0.244 -0.244
## 82 Futuregoals =~ MLQ_6 31.795 0.331 0.329 0.196 0.196
## 69 FeelingNow =~ MLQ_6 31.057 0.340 0.355 0.212 0.212
## 79 Futuregoals =~ MLQ_1 28.020 -0.324 -0.322 -0.187 -0.187
## 66 FeelingNow =~ MLQ_1 27.841 -0.335 -0.350 -0.204 -0.204
## 72 FeelingNow =~ MLQ_3 25.526 0.197 0.205 0.127 0.127
## 98 Purpose =~ MLQ_8 22.399 0.143 0.194 0.121 0.121
## 143 APSI_5 ~~ MLQ_1 22.359 -0.146 -0.146 -0.081 -0.081
## 85 Futuregoals =~ MLQ_3 21.957 0.193 0.192 0.119 0.119
## 74 FeelingNow =~ MLQ_8 21.426 0.181 0.189 0.119 0.119
## 87 Futuregoals =~ MLQ_8 21.125 0.190 0.189 0.118 0.118
## 96 Purpose =~ MLQ_3 19.914 0.134 0.182 0.113 0.113
## 67 FeelingNow =~ MLQ_4 18.079 0.249 0.260 0.162 0.162
## 104 SearchingPurpose =~ APSI_7 17.519 0.092 0.120 0.106 0.106
## 83 Futuregoals =~ MLQ_9 17.199 0.374 0.372 0.189 0.189
## 70 FeelingNow =~ MLQ_9 15.583 0.368 0.385 0.196 0.196
## 102 SearchingPurpose =~ APSI_5 14.896 0.087 0.113 0.108 0.108
## 227 MLQ_3 ~~ MLQ_10 14.378 0.194 0.194 0.070 0.070
## 95 Purpose =~ MLQ_2 14.241 -0.109 -0.148 -0.091 -0.091
## 189 MLQ_1 ~~ MLQ_9 13.489 -0.262 -0.262 -0.077 -0.077
## 126 APSI_2 ~~ APSI_5 13.433 0.077 0.077 0.066 0.066
## 68 FeelingNow =~ MLQ_5 13.410 -0.203 -0.213 -0.144 -0.144
## 204 MLQ_5 ~~ MLQ_9 11.560 -0.214 -0.214 -0.074 -0.074
## 220 MLQ_9 ~~ MLQ_10 11.516 0.231 0.231 0.069 0.069
## 210 MLQ_6 ~~ MLQ_9 11.289 0.228 0.228 0.069 0.069
## 80 Futuregoals =~ MLQ_4 11.166 0.188 0.187 0.117 0.117
## 97 Purpose =~ MLQ_7 10.008 0.096 0.130 0.081 0.081
## 128 APSI_2 ~~ APSI_7 9.330 -0.058 -0.058 -0.046 -0.046
## 221 MLQ_2 ~~ MLQ_3 9.268 -0.149 -0.149 -0.057 -0.057
## 103 SearchingPurpose =~ APSI_4 9.194 -0.068 -0.088 -0.074 -0.074
## 64 FeelingNow =~ APSI_7 9.163 -0.355 -0.371 -0.328 -0.328
## 173 APSI_7 ~~ MLQ_7 8.054 0.082 0.082 0.045 0.045
## 130 APSI_2 ~~ MLQ_1 8.048 0.081 0.081 0.042 0.042
## 203 MLQ_5 ~~ MLQ_6 7.989 -0.126 -0.126 -0.051 -0.051
## 229 MLQ_7 ~~ MLQ_10 7.889 -0.143 -0.143 -0.052 -0.052
## 150 APSI_5 ~~ MLQ_7 7.407 -0.084 -0.084 -0.050 -0.050
## 89 Purpose =~ APSI_1 7.226 0.097 0.132 0.110 0.110
## 179 APSI_8 ~~ MLQ_6 7.136 0.075 0.075 0.037 0.037
## 81 Futuregoals =~ MLQ_5 7.126 -0.143 -0.142 -0.096 -0.096
## 111 APSI_1 ~~ APSI_2 6.689 -0.073 -0.073 -0.055 -0.055
## 215 MLQ_6 ~~ MLQ_10 6.588 -0.106 -0.106 -0.037 -0.037
## 119 APSI_1 ~~ MLQ_6 6.559 0.068 0.068 0.034 0.034
## 125 APSI_1 ~~ MLQ_10 6.173 -0.068 -0.068 -0.033 -0.033
## 154 APSI_4 ~~ APSI_8 5.657 -0.062 -0.062 -0.043 -0.043
## 186 MLQ_1 ~~ MLQ_4 5.483 -0.116 -0.116 -0.042 -0.042
## 212 MLQ_6 ~~ MLQ_3 5.249 0.094 0.094 0.035 0.035
## 216 MLQ_9 ~~ MLQ_2 5.129 0.148 0.148 0.046 0.046
## 199 MLQ_4 ~~ MLQ_3 4.885 0.088 0.088 0.034 0.034
## 192 MLQ_1 ~~ MLQ_7 4.770 0.096 0.096 0.035 0.035
## 117 APSI_1 ~~ MLQ_4 4.729 0.055 0.055 0.029 0.029
## 137 APSI_2 ~~ MLQ_7 4.685 -0.061 -0.061 -0.034 -0.034
## 147 APSI_5 ~~ MLQ_9 4.412 0.101 0.101 0.049 0.049
## 77 Futuregoals =~ APSI_2 4.309 -0.271 -0.270 -0.242 -0.242
## 152 APSI_5 ~~ MLQ_10 4.194 0.062 0.062 0.035 0.035
## 174 APSI_7 ~~ MLQ_8 4.130 0.059 0.059 0.032 0.032
## 176 APSI_8 ~~ MLQ_1 4.114 -0.060 -0.060 -0.029 -0.029summary(ConvergantMLQ.fit, standardized=TRUE, rsquare=TRUE)## lavaan (0.5-20) converged normally after 72 iterations
##
## Used Total
## Number of observations 970 1288
##
## Number of missing patterns 2
##
## Estimator ML
## Minimum Function Test Statistic 501.572
## Degrees of freedom 98
## P-value (Chi-square) 0.000
##
## Parameter Estimates:
##
## Information Observed
## Standard Errors Standard
##
## Latent Variables:
## Estimate Std.Err Z-value P(>|z|) Std.lv
## FeelingNow =~
## APSI_1 1.000 1.045
## APSI_2 0.856 0.030 28.978 0.000 0.895
## APSI_5 0.686 0.030 23.093 0.000 0.717
## Futuregoals =~
## APSI_4 1.000 0.995
## APSI_7 0.907 0.033 27.776 0.000 0.902
## APSI_8 1.002 0.035 28.849 0.000 0.997
## Purpose =~
## MLQ_1 1.000 1.356
## MLQ_4 0.951 0.037 25.740 0.000 1.290
## MLQ_5 0.832 0.033 25.081 0.000 1.128
## MLQ_6 1.006 0.038 26.130 0.000 1.364
## MLQ_9 -0.546 0.048 -11.347 0.000 -0.741
## SearchingPurpose =~
## MLQ_2 1.000 1.303
## MLQ_3 0.931 0.039 23.894 0.000 1.213
## MLQ_7 0.905 0.038 23.782 0.000 1.178
## MLQ_8 0.904 0.038 23.717 0.000 1.177
## MLQ_10 1.053 0.040 26.148 0.000 1.371
## Std.all
##
## 0.870
## 0.802
## 0.684
##
## 0.839
## 0.796
## 0.824
##
## 0.789
## 0.806
## 0.764
## 0.813
## -0.377
##
## 0.799
## 0.752
## 0.736
## 0.737
## 0.802
##
## Covariances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## FeelingNow ~~
## Futuregoals 0.944 0.055 17.169 0.000 0.908 0.908
## Purpose 0.977 0.068 14.475 0.000 0.689 0.689
## SearchingPurps 0.190 0.052 3.645 0.000 0.139 0.139
## Futuregoals ~~
## Purpose 0.856 0.063 13.596 0.000 0.634 0.634
## SearchingPurps 0.208 0.050 4.192 0.000 0.160 0.160
## Purpose ~~
## SearchingPurps 0.286 0.066 4.316 0.000 0.162 0.162
##
## Intercepts:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 3.720 0.039 95.171 0.000 3.720 3.095
## APSI_2 3.889 0.036 107.155 0.000 3.889 3.487
## APSI_5 4.135 0.034 120.935 0.000 4.135 3.941
## APSI_4 3.828 0.039 99.202 0.000 3.828 3.230
## APSI_7 3.863 0.037 104.668 0.000 3.863 3.409
## APSI_8 3.811 0.039 96.838 0.000 3.811 3.153
## MLQ_1 4.664 0.055 84.499 0.000 4.664 2.713
## MLQ_4 4.932 0.051 95.920 0.000 4.932 3.080
## MLQ_5 5.196 0.047 109.545 0.000 5.196 3.517
## MLQ_6 4.740 0.054 87.992 0.000 4.740 2.825
## MLQ_9 3.195 0.063 50.605 0.000 3.195 1.625
## MLQ_2 5.297 0.052 101.145 0.000 5.297 3.248
## MLQ_3 5.149 0.052 99.477 0.000 5.149 3.194
## MLQ_7 5.118 0.051 99.547 0.000 5.118 3.196
## MLQ_8 5.256 0.051 102.482 0.000 5.256 3.291
## MLQ_10 4.992 0.055 90.956 0.000 4.992 2.920
## FeelingNow 0.000 0.000 0.000
## Futuregoals 0.000 0.000 0.000
## Purpose 0.000 0.000 0.000
## SearchingPurps 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err Z-value P(>|z|) Std.lv Std.all
## APSI_1 0.353 0.026 13.540 0.000 0.353 0.244
## APSI_2 0.443 0.026 16.794 0.000 0.443 0.356
## APSI_5 0.586 0.030 19.271 0.000 0.586 0.533
## APSI_4 0.416 0.027 15.387 0.000 0.416 0.296
## APSI_7 0.471 0.028 17.087 0.000 0.471 0.367
## APSI_8 0.468 0.029 16.082 0.000 0.468 0.320
## MLQ_1 1.117 0.066 16.953 0.000 1.117 0.378
## MLQ_4 0.901 0.055 16.459 0.000 0.901 0.351
## MLQ_5 0.909 0.051 17.708 0.000 0.909 0.417
## MLQ_6 0.955 0.059 16.129 0.000 0.955 0.339
## MLQ_9 3.317 0.154 21.519 0.000 3.317 0.858
## MLQ_2 0.963 0.058 16.465 0.000 0.963 0.362
## MLQ_3 1.128 0.063 17.870 0.000 1.128 0.434
## MLQ_7 1.175 0.064 18.289 0.000 1.175 0.458
## MLQ_8 1.165 0.064 18.290 0.000 1.165 0.457
## MLQ_10 1.041 0.064 16.284 0.000 1.041 0.356
## FeelingNow 1.093 0.068 16.108 0.000 1.000 1.000
## Futuregoals 0.989 0.065 15.255 0.000 1.000 1.000
## Purpose 1.838 0.131 14.016 0.000 1.000 1.000
## SearchingPurps 1.697 0.119 14.249 0.000 1.000 1.000
##
## R-Square:
## Estimate
## APSI_1 0.756
## APSI_2 0.644
## APSI_5 0.467
## APSI_4 0.704
## APSI_7 0.633
## APSI_8 0.680
## MLQ_1 0.622
## MLQ_4 0.649
## MLQ_5 0.583
## MLQ_6 0.661
## MLQ_9 0.142
## MLQ_2 0.638
## MLQ_3 0.566
## MLQ_7 0.542
## MLQ_8 0.543
## MLQ_10 0.644fitmeasures(ConvergantMLQ.fit, c("chisq", "df", "pvalue", "cfi", "tli", "rmsea", "rmsea.ci.lower", "rmsea.ci.upper", "srmr")) #Models as a single purpose factor## chisq df pvalue cfi tli
## 501.572 98.000 0.000 0.952 0.941
## rmsea rmsea.ci.lower rmsea.ci.upper srmr
## 0.065 0.060 0.071 0.063inspect(ConvergantMLQ.fit,what="std")## $lambda
## FlngNw Ftrgls Purpos SrchnP
## APSI_1 0.870 0.000 0.000 0.000
## APSI_2 0.802 0.000 0.000 0.000
## APSI_5 0.684 0.000 0.000 0.000
## APSI_4 0.000 0.839 0.000 0.000
## APSI_7 0.000 0.796 0.000 0.000
## APSI_8 0.000 0.824 0.000 0.000
## MLQ_1 0.000 0.000 0.789 0.000
## MLQ_4 0.000 0.000 0.806 0.000
## MLQ_5 0.000 0.000 0.764 0.000
## MLQ_6 0.000 0.000 0.813 0.000
## MLQ_9 0.000 0.000 -0.377 0.000
## MLQ_2 0.000 0.000 0.000 0.799
## MLQ_3 0.000 0.000 0.000 0.752
## MLQ_7 0.000 0.000 0.000 0.736
## MLQ_8 0.000 0.000 0.000 0.737
## MLQ_10 0.000 0.000 0.000 0.802
##
## $theta
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 MLQ_1 MLQ_4 MLQ_5 MLQ_6
## APSI_1 0.244
## APSI_2 0.000 0.356
## APSI_5 0.000 0.000 0.533
## APSI_4 0.000 0.000 0.000 0.296
## APSI_7 0.000 0.000 0.000 0.000 0.367
## APSI_8 0.000 0.000 0.000 0.000 0.000 0.320
## MLQ_1 0.000 0.000 0.000 0.000 0.000 0.000 0.378
## MLQ_4 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.351
## MLQ_5 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.417
## MLQ_6 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.339
## MLQ_9 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## MLQ_2 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## MLQ_3 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## MLQ_7 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## MLQ_8 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## MLQ_10 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
## MLQ_9 MLQ_2 MLQ_3 MLQ_7 MLQ_8 MLQ_10
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## MLQ_1
## MLQ_4
## MLQ_5
## MLQ_6
## MLQ_9 0.858
## MLQ_2 0.000 0.362
## MLQ_3 0.000 0.000 0.434
## MLQ_7 0.000 0.000 0.000 0.458
## MLQ_8 0.000 0.000 0.000 0.000 0.457
## MLQ_10 0.000 0.000 0.000 0.000 0.000 0.356
##
## $psi
## FlngNw Ftrgls Purpos SrchnP
## FeelingNow 1.000
## Futuregoals 0.908 1.000
## Purpose 0.689 0.634 1.000
## SearchingPurpose 0.139 0.160 0.162 1.000
##
## $nu
## intrcp
## APSI_1 3.095
## APSI_2 3.487
## APSI_5 3.941
## APSI_4 3.230
## APSI_7 3.409
## APSI_8 3.153
## MLQ_1 2.713
## MLQ_4 3.080
## MLQ_5 3.517
## MLQ_6 2.825
## MLQ_9 1.625
## MLQ_2 3.248
## MLQ_3 3.194
## MLQ_7 3.196
## MLQ_8 3.291
## MLQ_10 2.920
##
## $alpha
## intrcp
## FeelingNow 0
## Futuregoals 0
## Purpose 0
## SearchingPurpose 0fitted(ConvergantMLQ.fit)## $cov
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 MLQ_1 MLQ_4 MLQ_5
## APSI_1 1.445
## APSI_2 0.936 1.244
## APSI_5 0.750 0.642 1.101
## APSI_4 0.944 0.808 0.648 1.405
## APSI_7 0.856 0.733 0.587 0.897 1.284
## APSI_8 0.946 0.810 0.649 0.991 0.899 1.461
## MLQ_1 0.977 0.837 0.670 0.856 0.776 0.857 2.955
## MLQ_4 0.930 0.796 0.638 0.814 0.738 0.816 1.749 2.564
## MLQ_5 0.813 0.696 0.558 0.712 0.646 0.713 1.530 1.455 2.182
## MLQ_6 0.983 0.841 0.674 0.861 0.780 0.862 1.849 1.759 1.539
## MLQ_9 -0.534 -0.457 -0.366 -0.468 -0.424 -0.468 -1.005 -0.956 -0.836
## MLQ_2 0.190 0.163 0.130 0.208 0.188 0.208 0.286 0.272 0.238
## MLQ_3 0.177 0.151 0.121 0.193 0.175 0.194 0.266 0.253 0.222
## MLQ_7 0.172 0.147 0.118 0.188 0.170 0.188 0.259 0.246 0.215
## MLQ_8 0.172 0.147 0.118 0.188 0.170 0.188 0.258 0.246 0.215
## MLQ_10 0.200 0.171 0.137 0.219 0.198 0.219 0.301 0.286 0.251
## MLQ_6 MLQ_9 MLQ_2 MLQ_3 MLQ_7 MLQ_8 MLQ_10
## APSI_1
## APSI_2
## APSI_5
## APSI_4
## APSI_7
## APSI_8
## MLQ_1
## MLQ_4
## MLQ_5
## MLQ_6 2.815
## MLQ_9 -1.010 3.866
## MLQ_2 0.288 -0.156 2.660
## MLQ_3 0.268 -0.146 1.580 2.599
## MLQ_7 0.260 -0.141 1.535 1.429 2.564
## MLQ_8 0.260 -0.141 1.534 1.428 1.387 2.551
## MLQ_10 0.303 -0.165 1.786 1.663 1.616 1.614 2.922
##
## $mean
## APSI_1 APSI_2 APSI_5 APSI_4 APSI_7 APSI_8 MLQ_1 MLQ_4 MLQ_5 MLQ_6
## 3.720 3.889 4.135 3.828 3.863 3.811 4.664 4.932 5.196 4.740
## MLQ_9 MLQ_2 MLQ_3 MLQ_7 MLQ_8 MLQ_10
## 3.195 5.297 5.149 5.118 5.256 4.992co1<-cov2cor(inspect(ConvergantMLQ.fit, "coefficients")$psi)
co1## FlngNw Ftrgls Purpos SrchnP
## FeelingNow 1.000
## Futuregoals 0.908 1.000
## Purpose 0.689 0.634 1.000
## SearchingPurpose 0.139 0.160 0.162 1.000