Partial Credit Model Analysis

Tarik Data

## Loading required package: MASS

## Loading required package: msm

## Loading required package: polycor

## 
## Attaching package: 'polycor'

## The following object is masked from 'package:psych':
## 
##     polyserial

## 
## Attaching package: 'ltm'

## The following object is masked from 'package:psych':
## 
##     factor.scores

Pengujian IRT Polytomous dengan Partial Credit Model

Pengujian IRT

Perhitungan untuk Dimensi Vigorous

thetaVi<-factor.scores.gpcm(fitVi, resp.patterns = Vi)
Vi$score <- rowSums(Vi[,1:6])
Vi$Average<- rowMeans(Vi[,1:6])
b<-mean(Vi$score)
a<-sd(Vi$score)
x<-Vi$score
z<-(x-b)/a
Tscore<-50+(10*z)
Vi$Tscore<-Tscore
theta2<-thetaVi$score.dat$z1
Index<-50+(10*theta2)
Vi$Index<-Index

mydf1 <- data.frame(Vi, theta = theta2)
plot(Index,Tscore)
tm<-lm(Index~Tscore)
abline(lm(Index ~ Tscore))

cor(Index,Tscore)#Korelasi

## [1] 0.976613

summary(tm)$r.squared#R determinasi 

## [1] 0.953773

options(digits = 3)
knitr::kable(subset(mydf1))

KTR1	KTR2	KTR3	KTR4	KTR5	KTR6	score	Average	Tscore	Index	theta
3	3	4	4	4	3	21	3.50	43.1	42.2	-0.783
4	4	4	3	3	4	22	3.67	45.4	44.1	-0.586
5	5	5	5	5	4	29	4.83	61.8	53.9	0.391
4	4	3	3	4	4	22	3.67	45.4	44.1	-0.586
3	3	3	4	3	3	19	3.17	38.4	37.2	-1.281
5	5	5	3	4	4	26	4.33	54.8	51.2	0.117
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	3	5	3	5	5	26	4.33	54.8	47.7	-0.231
3	3	2	4	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	4	3	19	3.17	38.4	37.2	-1.281
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	5	2	5	5	5	26	4.33	54.8	47.7	-0.231
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
4	3	3	4	3	3	20	3.33	40.7	39.9	-1.009
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
5	3	3	5	5	4	25	4.17	52.4	45.6	-0.437
3	3	3	3	4	3	19	3.17	38.4	37.2	-1.281
4	4	4	5	4	4	25	4.17	52.4	49.4	-0.057
2	3	2	4	3	3	17	2.83	33.7	31.6	-1.836
5	4	3	3	5	4	24	4.00	50.1	43.4	-0.657
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
5	5	4	4	4	5	27	4.50	57.1	53.0	0.295
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	4	4	4	5	5	27	4.50	57.1	49.7	-0.027
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	5	5	4	4	4	26	4.33	54.8	51.2	0.117
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	3	28	4.67	59.5	51.8	0.178
5	5	5	3	5	5	28	4.67	59.5	51.8	0.178
4	4	5	3	4	4	24	4.00	50.1	47.7	-0.230
4	5	5	5	5	4	28	4.67	59.5	51.8	0.178
3	5	4	4	5	4	25	4.17	52.4	45.6	-0.437
3	3	3	3	3	1	16	2.67	31.3	29.7	-2.028
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
4	5	5	4	4	4	26	4.33	54.8	51.2	0.117
3	3	3	4	3	5	21	3.50	43.1	42.2	-0.783
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	4	4	4	4	4	23	3.83	47.7	45.9	-0.405
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	4	4	3	20	3.33	40.7	39.9	-1.009
3	4	4	3	3	4	21	3.50	43.1	42.2	-0.783
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	4	5	29	4.83	61.8	57.0	0.697
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	5	5	5	5	5	29	4.83	61.8	53.9	0.391
4	5	3	4	3	4	23	3.83	47.7	45.9	-0.405
4	5	4	3	4	4	24	4.00	50.1	47.7	-0.230
4	3	3	4	3	3	20	3.33	40.7	39.9	-1.009
3	4	3	5	3	3	21	3.50	43.1	42.2	-0.783
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	4	5	25	4.17	52.4	49.4	-0.057
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	2	2	16	2.67	31.3	29.7	-2.028
5	3	5	3	5	3	24	4.00	50.1	43.4	-0.657
5	4	5	4	4	5	27	4.50	57.1	53.0	0.295
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
2	3	3	3	3	3	17	2.83	33.7	31.6	-1.836
4	0	3	4	4	3	18	3.00	36.0	45.4	-0.464
3	3	2	3	2	3	16	2.67	31.3	29.7	-2.028
4	5	4	4	4	4	25	4.17	52.4	49.4	-0.057
4	5	4	5	5	5	28	4.67	59.5	51.8	0.178
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
1	1	2	4	4	3	15	2.50	29.0	28.3	-2.174
5	5	3	5	5	5	28	4.67	59.5	51.8	0.178
4	3	3	4	4	4	22	3.67	45.4	44.1	-0.586
4	2	0	5	5	5	21	3.50	43.1	47.2	-0.281
4	4	3	4	3	3	21	3.50	43.1	42.2	-0.783
5	5	5	3	4	2	24	4.00	50.1	47.7	-0.230
5	4	4	4	4	4	25	4.17	52.4	49.4	-0.057
4	5	3	3	5	5	25	4.17	52.4	45.6	-0.437
5	4	4	4	4	4	25	4.17	52.4	49.4	-0.057
2	3	2	4	4	3	18	3.00	36.0	34.2	-1.579
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
2	2	1	2	3	3	13	2.17	24.3	26.1	-2.391
4	4	3	5	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	3	4	4	4	23	3.83	47.7	45.9	-0.405
4	4	4	4	4	3	23	3.83	47.7	45.9	-0.405
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	3	3	4	3	21	3.50	43.1	42.2	-0.783
3	3	3	4	3	4	20	3.33	40.7	39.9	-1.009
4	4	4	2	4	4	22	3.67	45.4	44.1	-0.586
4	3	4	4	3	4	22	3.67	45.4	44.1	-0.586
4	4	4	5	5	5	27	4.50	57.1	49.7	-0.027
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	4	4	5	5	26	4.33	54.8	47.7	-0.231
4	4	3	4	5	5	25	4.17	52.4	45.6	-0.437
4	4	3	4	5	4	24	4.00	50.1	43.4	-0.657
4	4	5	4	5	4	26	4.33	54.8	47.7	-0.231
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
3	3	3	4	5	5	23	3.83	47.7	40.9	-0.907
4	4	3	4	3	4	22	3.67	45.4	44.1	-0.586
4	4	4	5	5	5	27	4.50	57.1	49.7	-0.027
5	4	5	5	5	4	28	4.67	59.5	51.8	0.178
5	5	5	4	5	4	28	4.67	59.5	51.8	0.178
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	5	4	4	4	25	4.17	52.4	49.4	-0.057
3	3	3	3	5	4	21	3.50	43.1	34.4	-1.555
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	4	4	4	5	4	26	4.33	54.8	47.7	-0.231
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
4	4	5	3	3	4	23	3.83	47.7	45.9	-0.405
3	2	4	3	2	3	17	2.83	33.7	31.6	-1.836
4	5	4	5	5	4	27	4.50	57.1	49.7	-0.027
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	3	3	22	3.67	45.4	44.1	-0.586
5	4	4	4	5	2	24	4.00	50.1	43.4	-0.657
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	5	4	4	25	4.17	52.4	49.4	-0.057
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	4	5	4	22	3.67	45.4	37.9	-1.212
3	3	2	3	3	3	17	2.83	33.7	31.6	-1.836
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	3	4	3	3	3	20	3.33	40.7	39.9	-1.009
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	3	4	19	3.17	38.4	37.2	-1.281
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
1	2	1	1	3	2	10	1.67	17.2	23.4	-2.664
4	4	3	4	4	3	22	3.67	45.4	44.1	-0.586
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	4	5	5	5	29	4.83	61.8	53.9	0.391
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	4	3	3	3	4	20	3.33	40.7	39.9	-1.009
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	3	4	4	4	23	3.83	47.7	45.9	-0.405
3	3	3	4	5	3	21	3.50	43.1	34.4	-1.555
3	3	3	2	3	3	17	2.83	33.7	31.6	-1.836
5	5	5	4	4	4	27	4.50	57.1	53.0	0.295
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
5	5	5	4	4	5	28	4.67	59.5	54.8	0.484
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	4	5	5	5	29	4.83	61.8	53.9	0.391
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	4	3	3	19	3.17	38.4	37.2	-1.281
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	4	4	4	3	3	21	3.50	43.1	42.2	-0.783
4	3	4	4	3	3	21	3.50	43.1	42.2	-0.783
5	5	5	5	5	3	28	4.67	59.5	51.8	0.178
3	3	3	4	3	4	20	3.33	40.7	39.9	-1.009
3	3	2	5	5	4	22	3.67	45.4	37.9	-1.212
5	5	5	5	5	4	29	4.83	61.8	53.9	0.391
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	3	3	4	4	22	3.67	45.4	44.1	-0.586
4	5	5	4	5	4	27	4.50	57.1	49.7	-0.027
3	3	3	3	4	4	20	3.33	40.7	39.9	-1.009
4	4	4	5	4	5	26	4.33	54.8	51.2	0.117
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	4	5	5	5	29	4.83	61.8	53.9	0.391
4	4	4	3	3	3	21	3.50	43.1	42.2	-0.783
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	3	4	3	4	22	3.67	45.4	44.1	-0.586
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	4	4	3	23	3.83	47.7	45.9	-0.405
3	3	5	3	5	3	22	3.67	45.4	37.9	-1.212
4	4	5	4	3	3	23	3.83	47.7	45.9	-0.405
4	4	4	5	5	5	27	4.50	57.1	49.7	-0.027
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	5	5	4	5	4	27	4.50	57.1	49.7	-0.027
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	4	4	5	28	4.67	59.5	54.8	0.484
4	4	4	5	5	5	27	4.50	57.1	49.7	-0.027
4	4	4	5	5	4	26	4.33	54.8	47.7	-0.231
5	5	5	3	5	5	28	4.67	59.5	51.8	0.178
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	4	5	4	5	28	4.67	59.5	54.8	0.484
2	3	3	3	3	2	16	2.67	31.3	29.7	-2.028
4	4	4	3	5	5	25	4.17	52.4	45.6	-0.437
3	4	3	3	3	3	19	3.17	38.4	37.2	-1.281
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	3	4	3	4	3	21	3.50	43.1	42.2	-0.783
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
4	3	4	3	4	3	21	3.50	43.1	42.2	-0.783
2	2	2	3	3	3	15	2.50	29.0	28.3	-2.174
4	3	4	3	4	3	21	3.50	43.1	42.2	-0.783
5	3	5	3	3	5	24	4.00	50.1	47.7	-0.230
4	5	3	5	5	5	27	4.50	57.1	49.7	-0.027
4	4	4	4	4	3	23	3.83	47.7	45.9	-0.405
3	3	3	4	4	4	21	3.50	43.1	42.2	-0.783
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	4	5	3	24	4.00	50.1	43.4	-0.657
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
3	3	3	4	4	3	20	3.33	40.7	39.9	-1.009
3	3	3	4	3	3	19	3.17	38.4	37.2	-1.281
3	3	4	1	3	2	16	2.67	31.3	29.7	-2.028
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	4	3	3	3	19	3.17	38.4	37.2	-1.281
5	5	5	4	4	5	28	4.67	59.5	54.8	0.484
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	4	4	4	27	4.50	57.1	53.0	0.295
4	4	4	5	5	5	27	4.50	57.1	49.7	-0.027
4	3	3	4	3	3	20	3.33	40.7	39.9	-1.009
3	3	3	3	4	3	19	3.17	38.4	37.2	-1.281
3	3	3	3	5	5	22	3.67	45.4	37.9	-1.212
4	4	5	5	5	4	27	4.50	57.1	49.7	-0.027
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	3	4	5	4	24	4.00	50.1	43.4	-0.657
3	3	3	4	4	3	20	3.33	40.7	39.9	-1.009
5	4	4	4	5	5	27	4.50	57.1	49.7	-0.027
3	3	4	4	4	4	22	3.67	45.4	44.1	-0.586
5	4	5	4	5	5	28	4.67	59.5	51.8	0.178
4	4	4	4	5	5	26	4.33	54.8	47.7	-0.231
4	4	4	4	5	4	25	4.17	52.4	45.6	-0.437
5	5	4	3	4	4	25	4.17	52.4	49.4	-0.057
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	3	3	4	4	4	22	3.67	45.4	44.1	-0.586
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	4	4	4	3	21	3.50	43.1	42.2	-0.783
4	5	4	4	5	4	26	4.33	54.8	47.7	-0.231
4	4	3	3	3	3	20	3.33	40.7	39.9	-1.009
3	3	3	4	3	3	19	3.17	38.4	37.2	-1.281
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	4	5	5	5	29	4.83	61.8	53.9	0.391
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	4	4	4	4	3	22	3.67	45.4	44.1	-0.586
4	4	3	4	4	5	24	4.00	50.1	47.7	-0.230
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
4	5	2	5	4	4	24	4.00	50.1	47.7	-0.230
3	2	2	5	4	4	20	3.33	40.7	39.9	-1.009
5	5	5	3	4	4	26	4.33	54.8	51.2	0.117
3	4	5	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	4	5	5	5	29	4.83	61.8	53.9	0.391
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	2	2	3	3	16	2.67	31.3	29.7	-2.028
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	3	2	3	4	3	19	3.17	38.4	37.2	-1.281
3	4	4	3	4	4	22	3.67	45.4	44.1	-0.586
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	2	4	3	18	3.00	36.0	34.2	-1.579
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	4	3	4	3	3	22	3.67	45.4	44.1	-0.586
4	3	3	4	4	4	22	3.67	45.4	44.1	-0.586
3	4	3	4	4	4	22	3.67	45.4	44.1	-0.586
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	5	5	5	4	4	27	4.50	57.1	53.0	0.295
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	4	3	3	19	3.17	38.4	37.2	-1.281
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
4	4	3	3	4	3	21	3.50	43.1	42.2	-0.783
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	3	4	3	3	3	20	3.33	40.7	39.9	-1.009
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	4	4	4	27	4.50	57.1	53.0	0.295
4	4	3	4	4	3	22	3.67	45.4	44.1	-0.586
5	4	5	4	4	4	26	4.33	54.8	51.2	0.117
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	5	3	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	4	4	4	21	3.50	43.1	42.2	-0.783
3	3	3	4	4	3	20	3.33	40.7	39.9	-1.009
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	4	4	4	21	3.50	43.1	42.2	-0.783
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	3	4	4	4	4	23	3.83	47.7	45.9	-0.405
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	5	5	5	5	28	4.67	59.5	51.8	0.178
4	4	3	4	3	3	21	3.50	43.1	42.2	-0.783
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	5	4	5	4	26	4.33	54.8	47.7	-0.231
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	4	3	19	3.17	38.4	37.2	-1.281
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	4	3	4	4	3	21	3.50	43.1	42.2	-0.783
4	4	4	4	5	5	26	4.33	54.8	47.7	-0.231
4	4	4	4	5	4	25	4.17	52.4	45.6	-0.437
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	3	3	4	3	21	3.50	43.1	42.2	-0.783
5	4	4	4	4	4	25	4.17	52.4	49.4	-0.057
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	5	5	5	27	4.50	57.1	49.7	-0.027
4	4	4	4	5	5	26	4.33	54.8	47.7	-0.231
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
2	2	4	3	4	3	18	3.00	36.0	34.2	-1.579
4	4	3	3	4	4	22	3.67	45.4	44.1	-0.586
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	4	19	3.17	38.4	37.2	-1.281
3	3	3	2	3	2	16	2.67	31.3	29.7	-2.028
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
4	4	3	4	4	4	23	3.83	47.7	45.9	-0.405
4	4	3	4	4	3	22	3.67	45.4	44.1	-0.586
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	4	4	3	4	4	22	3.67	45.4	44.1	-0.586
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	3	4	4	5	4	24	4.00	50.1	43.4	-0.657
4	4	4	5	5	4	26	4.33	54.8	47.7	-0.231
3	3	4	3	3	3	19	3.17	38.4	37.2	-1.281
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	4	5	5	23	3.83	47.7	40.9	-0.907
3	3	2	3	3	3	17	2.83	33.7	31.6	-1.836
4	4	3	3	5	3	22	3.67	45.4	37.9	-1.212
4	4	4	5	4	5	26	4.33	54.8	51.2	0.117
4	4	4	3	3	3	21	3.50	43.1	42.2	-0.783
3	3	3	2	5	5	21	3.50	43.1	34.4	-1.555
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	4	19	3.17	38.4	37.2	-1.281
3	3	3	4	3	4	20	3.33	40.7	39.9	-1.009
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
2	3	3	4	3	2	17	2.83	33.7	31.6	-1.836
5	4	5	5	5	4	28	4.67	59.5	51.8	0.178
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	3	4	4	4	4	23	3.83	47.7	45.9	-0.405
3	3	2	2	3	3	16	2.67	31.3	29.7	-2.028
3	3	4	4	3	3	20	3.33	40.7	39.9	-1.009
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	4	4	3	4	21	3.50	43.1	42.2	-0.783
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
4	4	3	3	4	4	22	3.67	45.4	44.1	-0.586
3	3	3	2	3	3	17	2.83	33.7	31.6	-1.836
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	5	5	5	5	5	28	4.67	59.5	51.8	0.178
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	2	2	3	16	2.67	31.3	29.7	-2.028
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	4	3	3	3	19	3.17	38.4	37.2	-1.281
3	3	3	3	4	3	19	3.17	38.4	37.2	-1.281
5	4	5	4	4	4	26	4.33	54.8	51.2	0.117
5	5	4	5	5	5	29	4.83	61.8	53.9	0.391
5	5	5	5	4	4	28	4.67	59.5	54.8	0.484
4	5	4	3	5	4	25	4.17	52.4	45.6	-0.437
3	3	3	4	3	3	19	3.17	38.4	37.2	-1.281
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	3	4	3	3	3	21	3.50	43.1	42.2	-0.783
3	4	3	3	4	4	21	3.50	43.1	42.2	-0.783
4	4	4	4	3	4	23	3.83	47.7	45.9	-0.405
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	3	4	4	4	23	3.83	47.7	45.9	-0.405
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	5	5	5	5	28	4.67	59.5	51.8	0.178
3	3	3	4	4	4	21	3.50	43.1	42.2	-0.783
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	3	4	3	3	21	3.50	43.1	42.2	-0.783
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	4	3	3	4	22	3.67	45.4	44.1	-0.586
5	3	5	4	4	4	25	4.17	52.4	49.4	-0.057
5	5	5	5	4	5	29	4.83	61.8	57.0	0.697
4	5	4	4	5	5	27	4.50	57.1	49.7	-0.027
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	5	4	4	5	4	26	4.33	54.8	47.7	-0.231
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	3	4	4	3	22	3.67	45.4	44.1	-0.586
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	4	5	4	4	4	26	4.33	54.8	51.2	0.117
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
5	5	5	5	4	5	29	4.83	61.8	57.0	0.697
4	4	4	3	3	3	21	3.50	43.1	42.2	-0.783
3	3	4	4	3	4	21	3.50	43.1	42.2	-0.783
5	4	5	3	3	3	23	3.83	47.7	45.9	-0.405
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
3	3	3	2	3	3	17	2.83	33.7	31.6	-1.836
3	3	3	2	4	3	18	3.00	36.0	34.2	-1.579
3	3	2	3	3	2	16	2.67	31.3	29.7	-2.028
5	5	5	3	5	5	28	4.67	59.5	51.8	0.178
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	4	4	3	5	5	26	4.33	54.8	47.7	-0.231
5	5	5	2	5	5	27	4.50	57.1	49.7	-0.027
4	4	5	5	4	3	25	4.17	52.4	49.4	-0.057
5	5	5	5	5	4	29	4.83	61.8	53.9	0.391
3	3	3	3	3	4	19	3.17	38.4	37.2	-1.281
4	5	4	4	5	4	26	4.33	54.8	47.7	-0.231
5	5	5	3	5	5	28	4.67	59.5	51.8	0.178
5	5	4	2	5	4	25	4.17	52.4	45.6	-0.437
3	3	3	3	4	3	19	3.17	38.4	37.2	-1.281
5	4	5	2	4	5	25	4.17	52.4	49.4	-0.057
3	4	3	3	4	3	20	3.33	40.7	39.9	-1.009
3	4	3	3	3	3	19	3.17	38.4	37.2	-1.281
5	5	5	3	4	5	27	4.50	57.1	53.0	0.295
3	5	5	4	4	5	26	4.33	54.8	51.2	0.117
5	5	4	4	5	4	27	4.50	57.1	49.7	-0.027
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	4	5	4	28	4.67	59.5	51.8	0.178
4	5	5	5	5	4	28	4.67	59.5	51.8	0.178
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	4	4	4	21	3.50	43.1	42.2	-0.783
5	5	5	2	5	3	25	4.17	52.4	45.6	-0.437
5	4	5	4	5	4	27	4.50	57.1	49.7	-0.027
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	5	5	4	26	4.33	54.8	47.7	-0.231
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	4	4	5	4	27	4.50	57.1	49.7	-0.027
4	5	5	5	5	5	29	4.83	61.8	53.9	0.391
5	4	3	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
5	5	4	4	4	5	27	4.50	57.1	53.0	0.295
5	5	5	3	3	3	24	4.00	50.1	47.7	-0.230
4	5	5	4	3	3	24	4.00	50.1	47.7	-0.230
4	5	4	5	5	5	28	4.67	59.5	51.8	0.178
5	5	5	2	4	3	24	4.00	50.1	47.7	-0.230
5	3	5	5	5	3	26	4.33	54.8	47.7	-0.231
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	5	3	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	4	4	5	4	27	4.50	57.1	49.7	-0.027
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
4	5	4	4	5	4	26	4.33	54.8	47.7	-0.231
4	4	5	4	4	3	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	5	4	4	4	25	4.17	52.4	49.4	-0.057
4	4	4	3	4	3	22	3.67	45.4	44.1	-0.586
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	4	4	4	4	3	24	4.00	50.1	47.7	-0.230
5	5	5	4	4	5	28	4.67	59.5	54.8	0.484
5	5	5	3	5	5	28	4.67	59.5	51.8	0.178
4	5	5	4	4	4	26	4.33	54.8	51.2	0.117
4	4	4	5	4	4	25	4.17	52.4	49.4	-0.057
3	4	3	3	3	4	20	3.33	40.7	39.9	-1.009
4	4	4	4	5	5	26	4.33	54.8	47.7	-0.231
5	5	5	3	5	4	27	4.50	57.1	49.7	-0.027
3	3	3	4	3	3	19	3.17	38.4	37.2	-1.281
5	4	4	3	4	3	23	3.83	47.7	45.9	-0.405
3	4	4	4	4	4	23	3.83	47.7	45.9	-0.405
5	5	4	5	5	5	29	4.83	61.8	53.9	0.391
5	5	5	4	4	5	28	4.67	59.5	54.8	0.484
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	4	5	4	4	4	26	4.33	54.8	51.2	0.117
4	4	5	3	3	4	23	3.83	47.7	45.9	-0.405
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
3	3	3	5	3	5	22	3.67	45.4	44.1	-0.586
5	5	5	4	5	4	28	4.67	59.5	51.8	0.178
4	4	3	4	4	4	23	3.83	47.7	45.9	-0.405
3	3	3	2	3	3	17	2.83	33.7	31.6	-1.836
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	5	5	3	4	27	4.50	57.1	53.0	0.295
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	3	3	3	4	3	20	3.33	40.7	39.9	-1.009
3	4	3	3	3	3	19	3.17	38.4	37.2	-1.281
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	5	5	4	4	4	26	4.33	54.8	51.2	0.117
5	5	5	4	5	4	28	4.67	59.5	51.8	0.178
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	3	4	4	4	4	23	3.83	47.7	45.9	-0.405
3	3	2	3	3	3	17	2.83	33.7	31.6	-1.836
4	3	3	4	4	3	21	3.50	43.1	42.2	-0.783
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	4	5	4	4	5	27	4.50	57.1	53.0	0.295
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
4	4	4	3	5	5	25	4.17	52.4	45.6	-0.437
3	3	3	3	3	3	18	3.00	36.0	34.2	-1.579
3	3	2	4	4	4	20	3.33	40.7	39.9	-1.009
4	4	4	4	4	3	23	3.83	47.7	45.9	-0.405
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
4	4	4	3	4	4	23	3.83	47.7	45.9	-0.405
3	5	4	5	5	4	26	4.33	54.8	47.7	-0.231
3	5	5	5	5	3	26	4.33	54.8	47.7	-0.231
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
4	5	5	3	5	4	26	4.33	54.8	47.7	-0.231
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
5	5	5	5	4	5	29	4.83	61.8	57.0	0.697
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391
4	4	4	4	4	4	24	4.00	50.1	47.7	-0.230
5	5	4	3	3	3	23	3.83	47.7	45.9	-0.405
5	5	5	2	5	3	25	4.17	52.4	45.6	-0.437
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	5	5	5	30	5.00	64.2	56.2	0.624
5	5	5	4	5	4	28	4.67	59.5	51.8	0.178
5	5	5	4	5	5	29	4.83	61.8	53.9	0.391

Perhitungan untuk Dimensi Dedication

thetaDe<-factor.scores.gpcm(fitDe, resp.patterns = De)
head(De)

##   KTR7 KTR8 KTR9 KTR10 KTR11
## 1    4    3    3     3     3
## 2    3    3    4     4     4
## 3    5    5    5     5     5
## 4    4    3    4     4     3
## 5    4    3    4     4     4
## 6    5    5    5     5     5

De$score <- rowSums(De[,1:5])
De$Average<- rowMeans(De[,1:5])
b1<-mean(De$score)
a1<-sd(De$score)
x1<-De$score
z1<-(x1-b1)/a1
Tscore2<-50+(10*z1)
De$Tscore<-Tscore2
theta3<-thetaDe$score.dat$z1
Index2<-50+(10*theta3)
De$Index<-Index2

mydf2 <- data.frame(De, theta = theta3)
plot(Index2,Tscore2)
tm1<-lm(Index2~Tscore2)
abline(lm(Index2 ~ Tscore2))

cor(Index2,Tscore2)#Korelasi

## [1] 0.971

summary(tm1)$r.squared#R determinasi 

## [1] 0.944

options(digits = 3)
knitr::kable(subset(mydf2))

KTR7	KTR8	KTR9	KTR10	KTR11	score	Average	Tscore	Index	theta
4	3	3	3	3	16	3.2	38.8	31.3	-1.866
3	3	4	4	4	18	3.6	43.7	35.4	-1.460
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	3	4	4	3	18	3.6	43.7	35.9	-1.407
4	3	4	4	4	19	3.8	46.1	38.2	-1.178
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	3	4	3	4	18	3.6	43.7	35.8	-1.419
5	3	3	3	3	17	3.4	41.2	33.5	-1.650
3	2	0	1	0	6	1.2	14.2	24.5	-2.553
3	3	3	4	4	17	3.4	41.2	32.7	-1.729
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	4	4	3	20	4.0	48.6	40.6	-0.938
5	5	4	5	3	22	4.4	53.5	44.1	-0.594
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	4	5	18	3.6	43.7	34.7	-1.528
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	3	4	5	5	22	4.4	53.5	44.3	-0.568
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	4	4	5	4	21	4.2	51.1	42.1	-0.787
5	4	2	3	3	17	3.4	41.2	32.8	-1.724
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	3	2	14	2.8	33.9	28.6	-2.145
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	4	23	4.6	56.0	46.2	-0.376
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	3	5	5	5	23	4.6	56.0	46.4	-0.364
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	5	4	21	4.2	51.1	42.1	-0.787
3	3	3	5	3	17	3.4	41.2	32.8	-1.719
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
3	2	3	2	2	12	2.4	28.9	26.7	-2.327
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
4	3	3	4	3	17	3.4	41.2	33.2	-1.685
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	5	3	4	4	20	4.0	48.6	39.4	-1.063
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	4	23	4.6	56.0	46.2	-0.376
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	5	4	5	4	22	4.4	53.5	43.7	-0.632
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
5	5	4	4	4	22	4.4	53.5	44.0	-0.602
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	0	5	5	5	20	4.0	48.6	49.6	-0.044
5	4	4	4	5	22	4.4	53.5	44.1	-0.590
5	4	4	3	4	20	4.0	48.6	40.5	-0.948
4	4	0	4	4	16	3.2	38.8	40.5	-0.949
5	4	4	5	3	21	4.2	51.1	42.5	-0.746
5	3	5	5	5	23	4.6	56.0	46.4	-0.364
4	5	4	3	3	19	3.8	46.1	37.7	-1.226
5	4	4	5	3	21	4.2	51.1	42.5	-0.746
0	1	1	2	1	5	1.0	11.7	21.1	-2.892
3	4	3	3	4	17	3.4	41.2	32.5	-1.753
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	5	5	3	21	4.2	51.1	42.7	-0.734
5	4	4	5	4	22	4.4	53.5	44.2	-0.581
5	4	4	4	5	22	4.4	53.5	44.1	-0.590
4	3	3	4	3	17	3.4	41.2	33.2	-1.685
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
2	1	1	1	1	6	1.2	14.2	19.8	-3.019
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	3	3	4	3	17	3.4	41.2	33.2	-1.685
5	4	4	4	5	22	4.4	53.5	44.1	-0.590
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
4	4	4	5	4	21	4.2	51.1	42.1	-0.787
4	4	4	5	4	21	4.2	51.1	42.1	-0.787
5	4	5	5	4	23	4.6	56.0	46.2	-0.376
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	3	23	4.6	56.0	46.1	-0.388
5	4	4	4	5	22	4.4	53.5	44.1	-0.590
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	3	4	4	3	18	3.6	43.7	35.9	-1.407
3	4	4	4	3	18	3.6	43.7	35.2	-1.478
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
4	4	4	5	4	21	4.2	51.1	42.1	-0.787
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	3	19	3.8	46.1	38.0	-1.196
5	3	4	5	3	20	4.0	48.6	40.9	-0.912
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	5	3	3	3	17	3.4	41.2	32.3	-1.767
5	5	4	5	3	22	4.4	53.5	44.1	-0.594
4	5	3	4	4	20	4.0	48.6	39.4	-1.063
5	3	5	5	5	23	4.6	56.0	46.4	-0.364
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	4	5	5	23	4.6	56.0	45.8	-0.424
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	4	3	5	3	19	3.8	46.1	37.5	-1.254
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	2	14	2.8	33.9	28.6	-2.145
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	3	2	14	2.8	33.9	28.6	-2.145
4	3	3	3	3	16	3.2	38.8	31.3	-1.866
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	3	3	3	3	17	3.4	41.2	33.5	-1.650
4	4	3	4	3	18	3.6	43.7	35.1	-1.494
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
3	4	4	5	3	19	3.8	46.1	37.6	-1.237
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	4	4	5	3	20	4.0	48.6	40.3	-0.973
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	3	3	3	3	16	3.2	38.8	31.3	-1.866
3	4	4	4	4	19	3.8	46.1	37.5	-1.249
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	4	5	5	23	4.6	56.0	45.8	-0.424
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
3	4	3	3	2	15	3.0	36.3	29.6	-2.043
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	4	3	5	4	21	4.2	51.1	42.0	-0.800
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
3	4	3	4	4	18	3.6	43.7	34.5	-1.545
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
4	4	3	4	4	19	3.8	46.1	37.3	-1.266
3	4	3	3	4	17	3.4	41.2	32.5	-1.753
5	3	3	5	4	20	4.0	48.6	40.3	-0.972
5	4	4	5	5	23	4.6	56.0	45.8	-0.424
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
5	4	4	5	4	22	4.4	53.5	44.2	-0.581
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	3	3	18	3.6	43.7	35.6	-1.437
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
5	3	3	3	3	17	3.4	41.2	33.5	-1.650
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	5	5	0	5	19	3.8	46.1	47.9	-0.212
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
2	3	2	2	2	11	2.2	26.5	25.4	-2.462
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
4	4	3	3	3	17	3.4	41.2	32.9	-1.710
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	3	4	5	4	20	4.0	48.6	40.4	-0.958
5	5	5	4	4	23	4.6	56.0	46.0	-0.397
4	5	5	5	4	23	4.6	56.0	45.8	-0.425
2	3	2	3	2	12	2.4	28.9	26.2	-2.375
5	3	3	3	3	17	3.4	41.2	33.5	-1.650
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	3	3	3	19	3.8	46.1	37.6	-1.243
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	3	1	5	3	17	3.4	41.2	32.5	-1.746
4	3	3	4	3	17	3.4	41.2	33.2	-1.685
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
4	4	3	4	4	19	3.8	46.1	37.3	-1.266
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	3	4	4	4	19	3.8	46.1	38.2	-1.178
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	3	3	3	4	18	3.6	43.7	35.6	-1.436
5	3	4	5	3	20	4.0	48.6	40.9	-0.912
4	3	3	3	3	16	3.2	38.8	31.3	-1.866
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	2	3	2	13	2.6	31.4	27.3	-2.270
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
3	3	4	4	3	17	3.4	41.2	33.3	-1.671
5	4	3	5	4	21	4.2	51.1	42.0	-0.800
4	4	4	4	3	19	3.8	46.1	38.0	-1.196
5	5	2	5	5	22	4.4	53.5	43.1	-0.695
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
4	4	3	4	3	18	3.6	43.7	35.1	-1.494
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	2	14	2.8	33.9	28.6	-2.145
2	3	3	3	4	15	3.0	36.3	29.4	-2.062
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	0	0	0	10	2.0	24.0	51.4	0.144
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	5	3	3	3	17	3.4	41.2	32.3	-1.767
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
5	4	4	5	5	23	4.6	56.0	45.8	-0.424
4	4	4	4	3	19	3.8	46.1	38.0	-1.196
4	4	5	5	5	23	4.6	56.0	45.9	-0.412
4	3	3	3	4	17	3.4	41.2	33.0	-1.695
4	4	3	4	3	18	3.6	43.7	35.1	-1.494
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	4	4	4	3	20	4.0	48.6	40.6	-0.938
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	5	5	22	4.4	53.5	43.8	-0.619
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
3	3	4	3	3	16	3.2	38.8	31.5	-1.855
3	2	4	4	1	14	2.8	33.9	29.0	-2.098
5	4	3	5	3	20	4.0	48.6	40.1	-0.988
4	4	3	4	3	18	3.6	43.7	35.1	-1.494
2	3	2	2	3	12	2.4	28.9	26.2	-2.380
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	3	3	4	3	17	3.4	41.2	33.2	-1.685
4	3	3	4	3	17	3.4	41.2	33.2	-1.685
4	5	2	5	2	18	3.6	43.7	34.3	-1.567
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	2	3	3	14	2.8	33.9	28.2	-2.176
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	4	3	4	3	17	3.4	41.2	32.6	-1.743
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
5	3	3	5	3	19	3.8	46.1	38.2	-1.183
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	3	4	5	5	21	4.2	51.1	42.3	-0.773
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	4	4	5	4	22	4.4	53.5	44.2	-0.581
4	4	3	4	3	18	3.6	43.7	35.1	-1.494
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	4	5	24	4.8	58.4	47.6	-0.241
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	3	5	5	5	23	4.6	56.0	46.4	-0.364
4	4	4	4	3	19	3.8	46.1	38.0	-1.196
4	4	3	4	4	19	3.8	46.1	37.3	-1.266
5	4	4	3	4	20	4.0	48.6	40.5	-0.948
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
4	4	3	4	3	18	3.6	43.7	35.1	-1.494
5	5	5	5	3	23	4.6	56.0	46.1	-0.388
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	2	3	5	18	3.6	43.7	34.3	-1.573
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	5	5	5	4	23	4.6	56.0	45.8	-0.425
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
4	4	3	3	3	17	3.4	41.2	32.9	-1.710
4	4	3	4	3	18	3.6	43.7	35.1	-1.494
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	4	4	4	3	18	3.6	43.7	35.2	-1.478
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	4	4	3	3	18	3.6	43.7	35.6	-1.437
4	4	4	5	4	21	4.2	51.1	42.1	-0.787
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
3	3	2	3	2	13	2.6	31.4	27.3	-2.270
3	3	2	5	2	15	3.0	36.3	29.4	-2.058
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	3	19	3.8	46.1	38.0	-1.196
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
3	3	3	5	3	17	3.4	41.2	32.8	-1.719
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
2	1	3	1	1	8	1.6	19.1	23.1	-2.687
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	3	3	3	3	16	3.2	38.8	31.3	-1.866
3	2	2	3	2	12	2.4	28.9	26.5	-2.349
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	2	3	3	14	2.8	33.9	28.2	-2.176
5	3	5	5	5	23	4.6	56.0	46.4	-0.364
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	2	3	3	14	2.8	33.9	28.2	-2.176
5	4	4	5	3	21	4.2	51.1	42.5	-0.746
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
5	4	4	5	5	23	4.6	56.0	45.8	-0.424
5	4	3	3	5	20	4.0	48.6	39.9	-1.010
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	4	4	3	5	21	4.2	51.1	42.4	-0.765
3	3	3	3	2	14	2.8	33.9	28.6	-2.145
3	3	2	4	4	16	3.2	38.8	30.6	-1.937
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	3	5	5	4	22	4.4	53.5	44.8	-0.519
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	2	3	14	2.8	33.9	28.5	-2.150
4	3	3	4	3	17	3.4	41.2	33.2	-1.685
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
2	4	3	4	3	16	3.2	38.8	30.6	-1.938
4	4	4	3	3	18	3.6	43.7	35.6	-1.437
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
3	3	3	3	2	14	2.8	33.9	28.6	-2.145
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
4	4	3	5	5	21	4.2	51.1	41.6	-0.842
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	5	5	5	23	4.6	56.0	45.9	-0.412
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
3	3	2	3	2	13	2.6	31.4	27.3	-2.270
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
3	3	2	3	3	14	2.8	33.9	28.2	-2.176
5	5	5	2	5	22	4.4	53.5	44.3	-0.570
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	2	3	3	14	2.8	33.9	28.2	-2.176
3	3	2	2	2	12	2.4	28.9	26.4	-2.360
3	3	4	4	4	18	3.6	43.7	35.4	-1.460
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	3	4	4	3	18	3.6	43.7	35.9	-1.407
4	4	4	4	5	21	4.2	51.1	42.0	-0.797
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
3	4	3	3	3	16	3.2	38.8	30.9	-1.913
3	3	2	4	3	15	3.0	36.3	29.4	-2.064
4	5	4	4	5	22	4.4	53.5	43.6	-0.640
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
3	3	3	2	3	14	2.8	33.9	28.5	-2.150
4	4	5	5	4	22	4.4	53.5	44.3	-0.569
5	4	4	5	4	22	4.4	53.5	44.2	-0.581
5	5	3	5	5	23	4.6	56.0	45.2	-0.484
4	4	3	4	4	19	3.8	46.1	37.3	-1.266
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	4	4	5	5	23	4.6	56.0	45.8	-0.424
4	3	4	4	4	19	3.8	46.1	38.2	-1.178
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	4	5	4	22	4.4	53.5	44.2	-0.581
3	4	3	3	3	16	3.2	38.8	30.9	-1.913
4	3	3	3	3	16	3.2	38.8	31.3	-1.866
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
5	4	4	5	5	23	4.6	56.0	45.8	-0.424
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	3	23	4.6	56.0	46.1	-0.388
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	5	4	5	5	23	4.6	56.0	45.3	-0.473
5	4	3	4	4	20	4.0	48.6	40.0	-0.999
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	5	4	5	4	22	4.4	53.5	43.7	-0.632
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	2	22	4.4	53.5	44.6	-0.544
4	4	5	5	3	21	4.2	51.1	42.7	-0.734
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	4	3	4	3	18	3.6	43.7	35.1	-1.494
5	5	4	5	3	22	4.4	53.5	44.1	-0.594
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	3	2	14	2.8	33.9	28.6	-2.145
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	4	5	5	3	22	4.4	53.5	44.7	-0.532
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	3	5	5	5	23	4.6	56.0	46.4	-0.364
4	5	4	5	4	22	4.4	53.5	43.7	-0.632
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	2	3	2	15	3.0	36.3	29.5	-2.052
4	3	2	4	3	16	3.2	38.8	31.0	-1.904
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	5	5	5	3	23	4.6	56.0	46.1	-0.388
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
3	4	3	3	2	15	3.0	36.3	29.6	-2.043
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
3	5	3	3	3	17	3.4	41.2	32.3	-1.767
4	4	3	5	3	19	3.8	46.1	37.5	-1.254
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	4	4	5	23	4.6	56.0	45.6	-0.444
4	4	3	3	2	16	3.2	38.8	31.2	-1.878
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	3	5	5	3	21	4.2	51.1	43.2	-0.681
5	5	4	5	2	21	4.2	51.1	42.4	-0.760
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	3	3	3	3	16	3.2	38.8	31.3	-1.866
5	5	3	2	2	17	3.4	41.2	33.1	-1.691
5	4	4	4	4	21	4.2	51.1	42.4	-0.755
3	5	3	5	5	21	4.2	51.1	41.0	-0.900
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	5	3	20	4.0	48.6	40.3	-0.973
4	5	5	5	5	24	4.8	58.4	47.3	-0.269
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	5	24	4.8	58.4	47.8	-0.220
5	4	3	3	3	18	3.6	43.7	35.5	-1.454
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	4	5	5	3	22	4.4	53.5	44.7	-0.532
4	4	4	5	4	21	4.2	51.1	42.1	-0.787
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	4	5	5	4	22	4.4	53.5	44.3	-0.569
3	3	3	4	2	15	3.0	36.3	29.7	-2.027
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
5	4	5	5	4	23	4.6	56.0	46.2	-0.376
5	4	4	5	4	22	4.4	53.5	44.2	-0.581
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	5	5	5	4	23	4.6	56.0	45.8	-0.425
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	3	3	3	3	17	3.4	41.2	33.5	-1.650
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	4	4	5	3	20	4.0	48.6	40.3	-0.973
4	4	3	5	4	20	4.0	48.6	39.6	-1.036
5	5	5	5	4	24	4.8	58.4	47.7	-0.232
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	5	5	22	4.4	53.5	43.8	-0.619
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	4	5	3	22	4.4	53.5	44.1	-0.594
5	4	4	4	3	20	4.0	48.6	40.6	-0.938
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	3	3	2	0	13	2.6	31.4	32.3	-1.768
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
2	1	1	2	0	6	1.2	14.2	21.9	-2.812
5	3	3	5	4	20	4.0	48.6	40.3	-0.972
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
5	4	4	5	4	22	4.4	53.5	44.2	-0.581
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	3	3	4	4	18	3.6	43.7	35.2	-1.476
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	3	2	5	3	17	3.4	41.2	32.7	-1.732
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
5	4	4	5	4	22	4.4	53.5	44.2	-0.581
3	3	2	2	3	13	2.6	31.4	27.3	-2.274
3	3	3	3	2	14	2.8	33.9	28.6	-2.145
5	5	5	4	5	24	4.8	58.4	47.6	-0.241
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
3	3	2	2	2	12	2.4	28.9	26.4	-2.360
3	3	3	3	3	15	3.0	36.3	29.7	-2.034
4	3	3	4	3	17	3.4	41.2	33.2	-1.685
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	4	5	24	4.8	58.4	47.6	-0.241
2	3	3	3	2	13	2.6	31.4	27.4	-2.263
4	4	3	3	4	18	3.6	43.7	34.9	-1.506
3	3	3	4	3	16	3.2	38.8	31.1	-1.893
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
4	4	3	5	3	19	3.8	46.1	37.5	-1.254
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
4	4	4	4	3	19	3.8	46.1	38.0	-1.196
5	4	4	5	5	23	4.6	56.0	45.8	-0.424
5	3	3	5	5	21	4.2	51.1	42.1	-0.786
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
5	5	3	5	3	21	4.2	51.1	41.9	-0.814
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	4	5	5	24	4.8	58.4	47.2	-0.281
4	4	4	4	4	20	4.0	48.6	40.2	-0.984
3	4	3	3	4	17	3.4	41.2	32.5	-1.753
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	5	5	5	25	5.0	60.9	49.3	-0.070
5	5	4	5	4	23	4.6	56.0	45.6	-0.436
5	5	5	5	5	25	5.0	60.9	49.3	-0.070

Perhitungan untuk Dimensi Absorption

thetaAbs<-factor.scores.gpcm(fitAbs, resp.patterns = Abs)
head(Abs)

##   KTR12 KTR13 KTR14 KTR15 KTR16 KTR17
## 1     4     3     3     3     3     3
## 2     4     4     4     3     4     4
## 3     5     4     4     4     4     5
## 4     3     3     4     2     3     2
## 5     2     3     2     4     4     4
## 6     4     1     5     2     3     3

Abs$score <- rowSums(Abs[,1:6])
Abs$Average<- rowMeans(De[,1:6])
b3<-mean(Abs$score)
a3<-sd(Abs$score)
x3<-Abs$score
z3<-(x3-b3)/a3
Tscore3<-50+(10*z3)
Abs$Tscore<-Tscore3
theta4<-thetaAbs$score.dat$z1
Index3<-50+(10*theta4)
Abs$Index<-Index3

mydf3 <- data.frame(Abs, theta = theta4)
plot(Index3,Tscore3)
tm3<-lm(Index3~Tscore3)
abline(lm(Index3 ~ Tscore3))

cor(Index3,Tscore3)#Korelasi

## [1] 0.862

summary(tm3)$r.squared#R determinasi 

## [1] 0.743

options(digits = 3)
knitr::kable(subset(mydf3))

KTR12	KTR13	KTR14	KTR15	KTR16	KTR17	score	Average	Tscore	Index	theta
4	3	3	3	3	3	19	5.33	50.1	40.8	-0.923
4	4	4	3	4	4	23	6.00	58.1	45.7	-0.427
5	4	4	4	4	5	26	8.33	64.1	51.6	0.164
3	3	4	2	3	2	17	6.00	46.1	37.4	-1.259
2	3	2	4	4	4	19	6.33	50.1	44.0	-0.599
4	1	5	2	3	3	18	8.33	48.1	37.6	-1.241
3	3	3	2	3	2	16	6.00	44.1	37.0	-1.302
5	1	3	2	5	5	21	5.67	54.1	43.0	-0.704
4	4	2	5	4	0	19	2.00	50.1	51.0	0.100
3	4	3	3	3	3	19	5.67	50.1	41.1	-0.893
5	4	5	4	4	4	26	8.33	64.1	50.7	0.065
4	4	5	4	5	5	27	6.67	66.1	53.8	0.382
3	2	3	2	3	3	16	7.33	44.1	37.0	-1.298
4	3	4	4	3	3	21	6.67	54.1	43.6	-0.637
5	1	5	0	1	3	15	8.33	42.1	34.8	-1.520
5	3	3	3	3	4	21	6.00	54.1	42.8	-0.725
5	5	5	4	4	4	27	8.33	66.1	52.3	0.231
5	0	3	0	1	5	14	7.33	40.1	38.9	-1.114
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
3	3	4	3	3	3	19	7.00	50.1	40.5	-0.953
4	5	5	4	2	1	21	5.67	54.1	42.2	-0.784
4	2	5	2	2	2	17	8.00	46.1	36.0	-1.399
3	2	3	3	3	3	17	5.00	46.1	39.0	-1.100
5	3	4	4	4	4	24	8.00	60.1	48.3	-0.166
3	3	4	3	3	3	19	8.33	50.1	40.5	-0.953
5	0	5	5	1	1	17	8.33	46.1	40.9	-0.912
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
3	2	3	3	3	3	17	4.67	46.1	39.0	-1.100
3	2	3	3	3	3	17	5.00	46.1	39.0	-1.100
4	0	4	0	0	0	8	8.00	28.1	43.2	-0.684
5	3	5	3	3	5	24	8.33	60.1	45.2	-0.482
5	0	5	5	0	5	20	8.33	52.1	58.0	0.800
5	3	5	3	3	5	24	8.33	60.1	45.2	-0.482
4	3	4	3	4	4	22	7.67	56.1	44.4	-0.563
4	4	5	3	3	3	22	8.33	56.1	42.9	-0.711
1	2	2	0	2	0	7	8.00	26.1	30.4	-1.961
4	3	3	3	3	3	19	5.00	50.1	40.8	-0.923
4	2	5	3	4	3	21	8.33	54.1	42.4	-0.760
3	0	3	2	1	2	11	8.33	34.1	32.2	-1.778
5	3	5	3	5	3	24	7.67	60.1	46.8	-0.325
5	0	5	5	2	5	22	8.33	56.1	49.9	-0.015
3	1	4	2	2	2	14	6.67	40.1	33.8	-1.623
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
5	2	5	3	3	4	22	8.33	56.1	42.6	-0.740
5	4	4	3	3	4	23	7.00	58.1	44.5	-0.545
3	3	3	3	3	3	18	5.67	48.1	40.0	-0.999
3	2	3	3	3	3	17	7.00	46.1	39.0	-1.100
4	1	4	3	3	3	18	4.00	48.1	39.2	-1.084
4	3	3	3	2	2	17	5.00	46.1	38.1	-1.188
5	3	5	3	4	4	24	8.33	60.1	46.0	-0.405
4	0	5	0	0	5	14	8.33	40.1	51.5	0.151
4	0	5	3	0	4	16	8.00	44.1	44.0	-0.601
4	3	4	3	3	3	20	5.67	52.1	41.2	-0.876
4	0	5	3	3	4	19	8.33	50.1	42.8	-0.719
3	3	3	2	3	3	17	5.00	46.1	38.0	-1.201
3	3	4	3	4	1	18	6.67	48.1	40.0	-1.003
2	2	5	2	2	2	15	8.33	42.1	34.5	-1.546
5	4	4	4	4	4	25	7.67	62.1	49.9	-0.006
5	0	5	5	5	5	25	8.33	62.1	59.0	0.904
5	0	5	0	0	5	15	8.33	42.1	54.7	0.471
3	2	3	3	3	2	16	5.00	44.1	38.0	-1.201
4	5	5	4	5	5	28	8.33	68.1	55.5	0.549
3	2	3	3	2	2	15	7.33	42.1	36.4	-1.355
4	2	5	3	5	3	22	7.67	56.1	44.4	-0.564
4	4	5	4	4	4	25	7.33	62.1	49.5	-0.053
3	2	3	2	3	3	16	6.67	44.1	37.0	-1.298
4	3	4	1	3	3	18	8.33	48.1	37.1	-1.287
3	2	3	3	2	2	15	5.00	42.1	36.4	-1.355
3	3	4	3	3	0	16	6.67	44.1	40.8	-0.924
3	3	4	3	3	3	19	7.33	50.1	40.5	-0.953
5	3	3	3	4	3	21	6.67	54.1	43.4	-0.657
5	4	1	4	4	4	22	5.33	56.1	47.9	-0.213
3	2	3	3	3	3	17	7.00	46.1	39.0	-1.100
4	3	3	4	4	4	22	7.67	56.1	46.6	-0.341
4	3	2	3	3	4	19	6.33	50.1	41.4	-0.858
3	2	3	1	2	2	13	7.00	38.1	32.0	-1.799
2	1	5	1	1	1	11	1.67	34.1	26.2	-2.381
3	3	5	2	3	4	20	5.67	52.1	39.9	-1.013
4	0	3	0	1	0	8	8.33	28.1	32.1	-1.792
2	2	4	2	3	3	16	7.00	44.1	36.7	-1.326
4	4	5	4	3	2	22	7.33	56.1	44.1	-0.586
4	1	3	1	2	2	13	7.33	38.1	31.6	-1.835
2	2	3	3	2	2	14	5.67	40.1	35.7	-1.427
3	2	3	2	2	1	13	6.67	38.1	33.2	-1.676
1	3	2	1	2	1	10	2.00	32.1	29.2	-2.080
3	0	3	0	0	0	6	8.00	24.1	35.3	-1.465
5	4	5	4	4	4	26	8.33	64.1	50.7	0.065
5	3	5	3	3	3	22	8.33	56.1	42.6	-0.744
2	2	3	2	2	2	13	8.00	38.1	33.6	-1.641
4	3	4	3	4	4	22	6.67	56.1	44.4	-0.563
3	3	3	2	3	3	17	5.67	46.1	38.0	-1.201
4	2	3	2	3	2	16	7.33	44.1	36.7	-1.328
3	3	3	3	3	3	18	5.33	48.1	40.0	-0.999
3	0	4	0	0	0	7	7.00	26.1	38.2	-1.176
4	3	5	3	3	3	21	7.00	54.1	41.7	-0.827
3	3	4	4	4	0	18	7.67	48.1	45.8	-0.418
2	2	1	1	2	2	10	6.67	32.1	29.7	-2.027
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
4	1	5	4	4	4	22	6.67	56.1	45.0	-0.500
5	0	5	3	5	5	23	7.67	58.1	51.2	0.117
4	3	4	3	4	3	21	7.33	54.1	43.1	-0.693
3	3	4	3	3	3	19	6.67	50.1	40.5	-0.953
5	4	5	4	4	4	26	8.33	64.1	50.7	0.065
4	2	4	2	2	3	17	6.00	46.1	36.6	-1.340
4	4	4	3	4	4	23	6.00	58.1	45.7	-0.427
5	3	3	3	3	3	20	6.67	52.1	41.6	-0.844
5	3	5	4	4	3	24	8.33	60.1	47.4	-0.258
5	1	4	2	2	2	16	7.67	44.1	35.3	-1.470
1	1	2	2	1	2	9	8.00	30.1	28.3	-2.171
4	4	4	4	3	4	23	7.67	58.1	46.4	-0.363
4	3	4	3	3	4	21	7.00	54.1	42.4	-0.759
3	1	2	2	3	0	11	5.00	34.1	35.2	-1.478
4	1	1	1	3	3	13	8.00	38.1	33.8	-1.623
5	4	5	4	4	5	27	8.33	66.1	52.4	0.237
4	3	3	3	3	3	19	6.33	50.1	40.8	-0.923
3	2	4	3	3	3	18	6.67	48.1	39.4	-1.056
3	2	4	3	4	5	21	8.00	54.1	43.5	-0.651
4	4	5	5	4	4	26	8.00	64.1	52.8	0.284
3	3	3	2	2	2	15	5.00	42.1	35.4	-1.458
4	4	5	4	3	3	23	8.33	58.1	45.5	-0.448
5	2	3	3	3	3	19	5.67	50.1	40.5	-0.952
4	3	4	4	4	4	23	7.33	58.1	47.2	-0.277
4	2	4	3	3	4	20	6.67	52.1	41.3	-0.872
4	3	4	5	4	5	25	7.67	62.1	52.2	0.217
5	4	5	4	1	4	23	8.33	58.1	43.6	-0.636
4	4	5	4	4	3	24	8.33	60.1	47.8	-0.216
4	3	5	4	3	4	23	7.67	58.1	45.6	-0.443
5	0	5	2	3	1	16	8.33	44.1	37.5	-1.248
4	3	4	3	4	3	21	6.67	54.1	43.1	-0.693
2	2	3	2	2	2	13	6.33	38.1	33.6	-1.641
5	4	0	5	5	0	19	8.33	50.1	58.2	0.820
3	3	3	2	3	3	17	4.67	46.1	38.0	-1.201
3	0	5	0	0	5	13	8.33	38.1	48.4	-0.163
3	2	3	3	3	3	17	5.00	46.1	39.0	-1.100
3	3	3	3	3	4	19	6.67	50.1	41.1	-0.889
0	0	1	1	1	1	4	5.00	20.1	24.8	-2.516
4	3	3	3	3	3	19	4.67	50.1	40.8	-0.923
3	2	3	2	2	2	14	5.33	40.1	34.4	-1.562
5	5	5	3	5	3	26	8.33	64.1	49.9	-0.014
0	0	5	0	0	0	5	8.33	22.1	50.3	0.033
3	2	3	3	3	3	17	5.00	46.1	39.0	-1.100
3	2	3	2	2	3	15	5.67	42.1	35.5	-1.455
4	3	3	2	4	3	19	6.00	50.1	40.3	-0.970
4	4	4	4	4	3	23	7.00	58.1	47.2	-0.281
5	2	4	2	2	4	19	8.00	50.1	38.3	-1.170
5	1	3	3	3	1	16	6.33	44.1	37.4	-1.258
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
4	3	4	4	4	4	23	8.00	58.1	47.2	-0.277
3	1	5	2	4	2	17	8.33	46.1	37.4	-1.257
3	2	3	3	3	3	17	6.67	46.1	39.0	-1.100
5	4	5	4	4	5	27	8.33	66.1	52.4	0.237
5	2	5	4	1	4	21	8.33	54.1	41.3	-0.870
4	3	4	3	4	3	21	6.67	54.1	43.1	-0.693
4	3	3	3	3	3	19	6.67	50.1	40.8	-0.923
3	3	5	3	3	3	20	8.33	52.1	40.9	-0.907
5	4	4	4	4	4	25	6.67	62.1	49.9	-0.006
4	2	3	3	2	2	16	5.33	44.1	37.2	-1.285
3	4	4	0	4	4	19	6.33	50.1	46.6	-0.339
5	2	5	5	5	5	27	8.33	66.1	55.1	0.509
4	2	3	2	2	2	15	7.67	42.1	35.1	-1.486
5	2	5	4	5	5	26	8.33	64.1	51.7	0.168
4	4	5	5	5	4	27	8.00	66.1	55.5	0.550
5	4	4	4	4	4	25	8.00	62.1	49.9	-0.006
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
4	2	4	4	4	4	22	8.33	56.1	45.8	-0.422
3	3	3	2	3	3	17	6.67	46.1	38.0	-1.201
4	0	5	2	3	2	16	7.00	44.1	37.9	-1.214
3	1	4	1	1	1	11	6.67	34.1	26.8	-2.319
5	4	4	4	4	4	25	8.33	62.1	49.9	-0.006
4	4	5	4	4	4	25	8.00	62.1	49.5	-0.053
4	2	4	3	2	4	19	6.00	50.1	39.6	-1.039
5	2	5	4	4	3	23	8.33	58.1	46.0	-0.404
4	4	5	5	4	4	26	8.33	64.1	52.8	0.284
3	2	3	2	3	3	16	7.00	44.1	37.0	-1.298
4	4	4	4	3	4	23	6.33	58.1	46.4	-0.363
3	2	3	4	4	3	19	5.67	50.1	42.9	-0.707
3	3	4	3	3	3	19	6.67	50.1	40.5	-0.953
4	3	3	3	3	3	19	7.67	50.1	40.8	-0.923
5	3	4	3	4	4	23	8.00	58.1	45.3	-0.466
4	3	4	4	4	4	23	7.33	58.1	47.2	-0.277
5	3	5	3	5	5	26	8.33	64.1	50.0	-0.003
3	3	4	3	3	3	19	6.00	50.1	40.5	-0.953
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
4	3	5	3	3	5	23	8.00	58.1	44.2	-0.578
5	2	5	3	1	3	19	5.67	50.1	38.2	-1.184
4	3	4	4	4	4	23	7.00	58.1	47.2	-0.277
5	4	5	3	4	4	25	8.33	62.1	47.4	-0.258
5	2	5	4	2	2	20	6.33	52.1	40.8	-0.922
5	5	5	4	4	4	27	8.33	66.1	52.3	0.231
3	3	2	2	3	2	15	3.67	42.1	36.6	-1.344
4	3	4	2	3	3	19	7.00	50.1	39.1	-1.088
4	1	3	1	1	4	14	5.67	40.1	32.3	-1.773
5	2	5	0	0	5	17	8.33	46.1	48.3	-0.174
5	3	3	3	4	3	21	6.67	54.1	43.4	-0.657
5	5	4	4	5	4	27	7.67	66.1	54.2	0.425
3	2	4	2	3	3	17	7.67	46.1	37.4	-1.256
3	2	3	2	2	2	14	4.00	40.1	34.4	-1.562
3	2	4	3	3	2	17	5.67	46.1	38.4	-1.159
4	3	3	3	3	3	19	8.33	50.1	40.8	-0.923
5	3	5	4	3	3	23	6.33	58.1	45.1	-0.486
4	2	4	3	2	2	17	6.67	46.1	37.6	-1.243
3	4	4	4	3	3	21	5.67	54.1	44.0	-0.602
3	3	3	3	2	2	16	5.67	44.1	37.4	-1.258
4	4	4	4	4	4	24	7.00	60.1	48.8	-0.122
4	3	4	2	3	4	20	7.00	52.1	40.2	-0.983
4	2	4	3	3	2	18	6.33	48.1	39.1	-1.087
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
3	1	4	3	3	3	17	6.33	46.1	38.4	-1.155
4	2	3	3	3	3	18	5.00	48.1	39.7	-1.027
3	3	3	3	3	3	18	6.00	48.1	40.0	-0.999
3	3	3	3	3	3	18	6.67	48.1	40.0	-0.999
3	1	4	1	1	1	11	5.33	34.1	26.8	-2.319
4	3	5	4	3	5	24	8.00	60.1	47.1	-0.295
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
3	2	2	2	2	2	13	4.33	38.1	33.9	-1.609
3	0	5	1	2	2	13	7.00	38.1	32.8	-1.720
5	4	5	4	3	3	24	5.67	60.1	46.5	-0.345
3	1	3	1	3	3	14	7.00	40.1	33.9	-1.607
4	3	3	3	3	4	20	6.33	52.1	41.9	-0.809
3	3	3	3	3	2	17	7.33	46.1	39.0	-1.103
5	4	5	4	2	5	25	8.00	62.1	47.3	-0.274
3	3	3	2	2	3	16	6.00	44.1	36.4	-1.356
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
4	3	3	4	3	4	21	4.67	54.1	44.4	-0.561
3	4	3	4	2	3	19	5.00	50.1	41.6	-0.844
4	1	4	1	1	2	13	8.00	38.1	30.0	-2.001
3	3	4	3	3	4	20	6.67	52.1	41.6	-0.842
5	0	5	0	0	0	10	3.33	32.1	51.1	0.106
3	1	5	3	3	1	16	6.67	44.1	36.9	-1.314
5	3	5	4	3	3	23	8.33	58.1	45.1	-0.486
5	4	5	5	3	4	26	5.67	64.1	51.4	0.140
5	3	5	5	4	5	27	8.33	66.1	54.1	0.411
4	3	4	4	2	3	20	8.00	52.1	41.7	-0.826
4	1	5	4	4	3	21	7.67	54.1	43.7	-0.634
4	3	5	3	3	3	21	6.33	54.1	41.7	-0.827
5	5	5	4	4	5	28	7.67	68.1	54.0	0.404
4	4	3	4	3	4	22	5.67	56.1	45.7	-0.425
3	3	3	3	3	3	18	6.00	48.1	40.0	-0.999
2	2	2	0	2	2	10	5.00	32.1	31.6	-1.839
5	4	5	4	4	5	27	8.33	66.1	52.4	0.237
5	5	5	4	3	4	26	8.33	64.1	49.7	-0.031
4	3	4	3	4	4	22	6.67	56.1	44.4	-0.563
5	2	4	3	3	3	20	6.67	52.1	40.9	-0.906
4	4	5	4	4	4	25	8.33	62.1	49.5	-0.053
4	3	4	3	4	3	21	6.67	54.1	43.1	-0.693
4	3	4	4	4	4	23	8.33	58.1	47.2	-0.277
4	1	4	2	0	1	12	7.33	36.1	33.3	-1.667
3	2	3	2	3	2	15	5.33	42.1	36.0	-1.399
3	3	3	3	3	2	17	5.33	46.1	39.0	-1.103
5	0	1	1	1	1	9	4.67	30.1	27.9	-2.207
4	4	2	4	5	4	23	6.67	58.1	49.9	-0.007
4	3	5	4	4	5	25	6.00	62.1	49.5	-0.047
4	2	4	0	1	1	12	4.00	36.1	31.1	-1.894
3	2	3	2	2	2	14	5.00	40.1	34.4	-1.562
3	2	2	2	3	2	14	5.67	40.1	35.6	-1.443
3	3	3	3	3	3	18	5.67	48.1	40.0	-0.999
5	0	3	0	0	1	9	6.00	30.1	34.4	-1.556
5	4	5	4	5	5	28	8.33	68.1	55.0	0.503
3	3	2	3	3	3	17	4.67	46.1	39.6	-1.043
5	4	5	2	2	2	20	8.33	52.1	38.7	-1.134
4	2	3	3	3	1	16	5.67	44.1	37.7	-1.231
4	3	4	3	3	4	21	6.67	54.1	42.4	-0.759
3	2	3	3	3	3	17	7.00	46.1	39.0	-1.100
4	3	4	4	4	4	23	7.67	58.1	47.2	-0.277
3	0	3	2	2	2	12	6.33	36.1	34.3	-1.571
3	0	3	1	2	1	10	5.00	32.1	29.9	-2.012
3	2	3	0	3	0	11	6.67	34.1	37.5	-1.248
4	4	4	3	4	4	23	7.00	58.1	45.7	-0.427
4	0	4	3	3	2	16	6.67	44.1	39.7	-1.034
4	3	4	4	4	4	23	7.33	58.1	47.2	-0.277
3	1	3	1	1	3	12	6.00	36.1	29.8	-2.021
5	0	5	0	0	0	10	8.33	32.1	51.1	0.106
4	5	5	4	4	5	27	8.00	66.1	52.8	0.283
5	4	5	4	4	4	26	8.33	64.1	50.7	0.065
3	2	3	3	2	2	15	7.67	42.1	36.4	-1.355
3	2	4	2	3	3	17	6.33	46.1	37.4	-1.256
3	2	4	3	4	4	20	6.33	52.1	42.3	-0.775
3	2	3	2	3	3	16	6.67	44.1	37.0	-1.298
3	1	3	2	2	3	14	5.33	40.1	34.4	-1.558
3	3	3	3	3	3	18	6.00	48.1	40.0	-0.999
5	4	5	4	4	4	26	7.67	64.1	50.7	0.065
4	3	5	4	4	4	24	8.33	60.1	47.9	-0.210
3	2	2	2	4	2	15	6.00	42.1	37.1	-1.287
4	4	4	3	1	3	19	8.00	50.1	39.0	-1.102
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
5	0	5	0	0	0	10	8.33	32.1	51.1	0.106
4	2	4	1	1	2	14	8.00	40.1	31.4	-1.856
5	5	5	4	5	4	28	8.33	68.1	55.0	0.497
5	2	5	3	3	3	21	8.33	54.1	41.4	-0.858
4	4	5	4	4	5	26	8.33	64.1	51.2	0.116
4	3	4	4	4	3	22	6.67	56.1	45.7	-0.427
3	1	2	1	1	1	9	6.67	30.1	24.9	-2.515
5	2	5	2	4	5	23	7.67	58.1	43.3	-0.670
4	3	4	4	4	3	22	5.33	56.1	45.7	-0.427
3	3	3	3	3	3	18	6.67	48.1	40.0	-0.999
4	4	4	4	4	4	24	7.67	60.1	48.8	-0.122
3	1	3	2	2	2	13	5.67	38.1	33.3	-1.673
3	2	3	2	3	3	16	6.00	44.1	37.0	-1.298
5	4	5	5	4	5	28	8.33	68.1	55.8	0.578
4	3	4	4	3	3	21	6.00	54.1	43.6	-0.637
5	3	5	3	3	5	24	8.33	60.1	45.2	-0.482
5	4	5	4	4	4	26	8.00	64.1	50.7	0.065
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
4	3	3	2	4	4	20	5.00	52.1	41.4	-0.859
4	3	4	4	3	3	21	8.33	54.1	43.6	-0.637
3	2	2	2	2	2	13	5.00	38.1	33.9	-1.609
3	1	3	1	1	1	10	6.00	32.1	25.9	-2.413
4	2	3	3	2	2	16	7.00	44.1	37.2	-1.285
3	2	4	3	3	3	18	7.00	48.1	39.4	-1.056
3	1	3	3	2	2	14	4.33	40.1	35.5	-1.454
4	2	2	3	3	2	16	5.00	44.1	38.3	-1.173
4	3	4	3	3	3	20	8.33	52.1	41.2	-0.876
3	1	3	2	1	1	11	6.33	34.1	29.7	-2.025
3	3	4	3	4	3	20	8.33	52.1	42.2	-0.778
4	1	5	1	1	1	13	8.00	38.1	29.0	-2.099
3	3	3	3	3	3	18	5.67	48.1	40.0	-0.999
5	0	5	1	4	1	16	8.00	44.1	37.0	-1.297
5	3	4	5	3	3	23	2.67	58.1	47.4	-0.255
3	3	4	3	3	3	19	6.67	50.1	40.5	-0.953
4	2	4	3	3	3	19	6.67	50.1	40.2	-0.982
3	1	3	2	1	1	11	5.33	34.1	29.7	-2.025
3	3	3	2	3	2	16	4.00	44.1	37.0	-1.302
5	2	5	2	3	2	19	8.33	50.1	38.3	-1.174
4	3	4	3	3	3	20	4.67	52.1	41.2	-0.876
3	2	3	2	2	4	16	7.67	44.1	36.5	-1.352
4	4	4	3	3	3	21	8.33	54.1	42.4	-0.763
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
3	1	2	2	2	2	12	4.67	36.1	32.8	-1.724
4	3	3	3	3	3	19	7.00	50.1	40.8	-0.923
3	2	3	3	2	3	16	5.00	44.1	37.5	-1.255
5	3	3	3	3	4	21	8.00	54.1	42.8	-0.725
4	2	4	3	2	2	17	7.67	46.1	37.6	-1.243
3	2	5	2	2	2	16	6.67	44.1	35.3	-1.471
3	2	3	2	2	2	14	5.00	40.1	34.4	-1.562
3	2	5	2	3	1	16	8.33	44.1	35.8	-1.416
3	2	3	2	3	3	16	5.00	44.1	37.0	-1.298
3	1	3	1	2	1	11	7.00	34.1	29.0	-2.100
3	2	3	2	2	2	14	4.67	40.1	34.4	-1.562
3	2	4	3	3	1	16	5.33	44.1	37.4	-1.259
5	5	5	5	5	5	30	8.33	72.1	60.1	1.015
5	1	2	1	1	1	11	8.33	34.1	28.0	-2.204
3	2	3	1	1	3	13	7.33	38.1	31.3	-1.873
3	3	3	3	3	2	17	5.00	46.1	39.0	-1.103
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
3	3	3	3	4	3	19	4.67	50.1	41.7	-0.828
4	3	4	3	3	3	20	5.67	52.1	41.2	-0.876
5	3	5	3	3	2	21	8.33	54.1	41.4	-0.862
3	2	2	2	2	3	14	5.33	40.1	35.0	-1.499
5	0	5	1	1	2	14	6.00	40.1	32.6	-1.739
5	1	5	3	3	3	20	8.33	52.1	40.3	-0.966
4	4	4	2	4	3	21	6.67	54.1	41.9	-0.814
2	2	2	2	2	2	12	4.67	36.1	33.1	-1.691
3	2	3	3	3	3	17	5.00	46.1	39.0	-1.100
3	2	3	2	3	2	15	5.00	42.1	36.0	-1.399
4	3	3	3	3	2	18	5.33	48.1	39.7	-1.030
4	4	4	4	3	4	23	7.00	58.1	46.4	-0.363
5	2	5	5	4	5	26	8.33	64.1	52.4	0.243
3	3	4	2	0	1	13	7.67	38.1	35.2	-1.480
4	4	4	3	4	3	22	7.00	56.1	44.3	-0.567
2	2	2	2	2	1	11	4.33	34.1	31.8	-1.819
4	3	5	5	3	2	22	8.00	56.1	45.5	-0.447
3	2	2	2	2	3	14	4.67	40.1	35.0	-1.499
2	5	3	2	2	2	16	7.33	44.1	36.7	-1.332
5	4	5	4	5	5	28	8.33	68.1	55.0	0.503
3	1	3	2	2	1	12	4.67	36.1	32.0	-1.798
3	1	3	2	2	3	14	4.00	40.1	34.4	-1.558
3	3	2	2	3	2	15	6.00	42.1	36.6	-1.344
5	0	5	3	3	3	19	8.33	50.1	42.4	-0.761
3	2	3	2	2	2	14	6.00	40.1	34.4	-1.562
4	2	4	3	3	2	18	7.00	48.1	39.1	-1.087
4	0	4	1	2	2	13	8.00	38.1	33.2	-1.682
2	3	4	3	3	3	18	5.33	48.1	39.7	-1.028
4	1	3	1	2	1	12	5.00	36.1	30.2	-1.982
4	2	4	3	3	3	19	7.33	50.1	40.2	-0.982
5	4	5	4	5	4	27	8.33	66.1	53.3	0.330
5	1	4	2	2	2	16	8.33	44.1	35.3	-1.470
3	1	4	1	1	1	11	8.00	34.1	26.8	-2.319
4	3	3	3	3	3	19	4.67	50.1	40.8	-0.923
3	3	3	3	3	3	18	7.33	48.1	40.0	-0.999
4	4	4	4	4	4	24	7.33	60.1	48.8	-0.122
3	1	3	3	3	3	16	7.67	44.1	38.0	-1.198
3	3	4	3	3	3	19	6.33	50.1	40.5	-0.953
4	3	5	4	4	4	24	8.33	60.1	47.9	-0.210
4	2	5	4	4	4	23	8.33	58.1	46.4	-0.360
4	4	4	4	4	4	24	6.67	60.1	48.8	-0.122
3	1	3	1	2	2	12	5.00	36.1	30.6	-1.936
5	5	5	5	0	4	24	7.67	60.1	57.4	0.735
4	4	5	4	4	4	25	6.33	62.1	49.5	-0.053
4	4	3	3	3	2	19	5.00	50.1	40.7	-0.926
5	5	5	4	5	5	29	8.33	70.1	56.7	0.670
5	3	5	4	4	4	25	7.33	62.1	49.0	-0.097
4	4	3	3	4	4	22	5.33	56.1	45.1	-0.487
3	3	3	3	3	3	18	5.33	48.1	40.0	-0.999
3	1	3	1	2	3	13	7.67	38.1	32.1	-1.795
2	0	5	0	3	0	10	7.67	32.1	38.5	-1.146
5	3	5	4	4	4	25	8.33	62.1	49.0	-0.097
2	1	4	1	2	3	13	8.33	38.1	31.7	-1.832
5	4	5	4	4	4	26	8.33	64.1	50.7	0.065
4	4	3	2	3	3	19	7.67	50.1	39.7	-1.031
4	3	5	2	2	4	20	8.33	52.1	39.0	-1.100
5	3	4	3	4	3	22	7.67	56.1	44.0	-0.603
5	4	4	3	5	4	25	6.67	62.1	49.2	-0.079
5	1	5	1	1	5	18	8.33	48.1	35.2	-1.480
4	3	5	3	3	3	21	7.33	54.1	41.7	-0.827
5	1	5	1	1	1	14	8.33	40.1	30.2	-1.982
5	4	4	4	4	4	25	7.33	62.1	49.9	-0.006
4	4	4	4	4	4	24	7.00	60.1	48.8	-0.122
4	1	5	4	4	5	23	8.00	58.1	46.4	-0.355
3	2	4	2	2	3	16	6.67	44.1	35.9	-1.411
3	3	3	3	3	3	18	6.00	48.1	40.0	-0.999
5	3	5	3	3	4	23	7.33	58.1	43.8	-0.618
5	3	4	3	2	5	22	8.33	56.1	42.6	-0.739
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
3	2	3	3	3	3	17	4.67	46.1	39.0	-1.100
2	2	3	2	2	2	13	5.33	38.1	33.6	-1.641
3	4	4	5	3	3	22	8.33	56.1	46.8	-0.322
5	0	4	2	2	2	15	8.00	42.1	36.4	-1.356
3	2	5	3	3	3	19	8.00	50.1	39.9	-1.012
3	0	5	0	5	4	17	7.33	46.1	50.3	0.029
5	3	4	3	4	4	23	8.00	58.1	45.3	-0.466
5	4	5	4	5	5	28	8.33	68.1	55.0	0.503
4	4	3	3	4	3	21	7.67	54.1	43.8	-0.623
4	0	5	3	1	3	16	7.33	44.1	37.7	-1.226
4	3	3	3	3	3	19	8.33	50.1	40.8	-0.923
2	2	4	2	2	4	16	5.00	44.1	36.2	-1.381
3	3	3	3	3	3	18	5.33	48.1	40.0	-0.999
5	2	5	3	2	3	20	8.00	52.1	39.7	-1.026
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
3	3	3	3	3	3	18	5.00	48.1	40.0	-0.999
5	2	4	3	3	2	19	7.67	50.1	39.9	-1.014
5	2	5	3	3	2	20	8.33	52.1	40.3	-0.969
4	3	4	4	3	3	21	6.67	54.1	43.6	-0.637
3	2	3	2	2	2	14	5.00	40.1	34.4	-1.562
3	4	4	3	3	3	20	8.00	52.1	41.5	-0.845
3	0	5	1	0	2	11	8.00	34.1	32.4	-1.758
5	5	5	5	5	4	29	8.33	70.1	58.4	0.839
3	1	3	0	2	3	12	5.00	36.1	33.6	-1.636
4	3	3	3	4	3	20	5.33	52.1	42.6	-0.745
5	0	5	5	5	5	25	8.33	62.1	59.0	0.904
5	2	4	2	3	3	19	7.67	50.1	38.8	-1.115
5	0	0	5	0	5	15	8.33	42.1	58.3	0.825
3	2	3	2	2	2	14	5.00	40.1	34.4	-1.562
3	0	5	0	0	3	11	5.67	34.1	39.9	-1.008
3	2	4	1	2	3	15	6.33	42.1	33.8	-1.624
5	4	5	4	5	5	28	8.33	68.1	55.0	0.503
5	0	5	1	3	2	16	8.33	44.1	36.4	-1.358
4	2	4	2	2	2	16	7.67	44.1	35.6	-1.442
4	1	0	3	3	4	15	5.33	42.1	40.4	-0.956
3	2	5	2	2	2	16	8.33	44.1	35.3	-1.471
5	4	5	4	3	4	25	8.33	62.1	48.1	-0.190
3	3	5	3	2	3	19	7.00	50.1	39.3	-1.072
4	4	5	2	3	3	21	7.00	54.1	40.6	-0.941
4	4	5	3	3	4	23	8.33	58.1	44.2	-0.583
3	2	4	0	2	2	13	5.33	38.1	34.3	-1.571
2	0	3	1	0	1	7	5.67	26.1	25.9	-2.414
3	3	5	4	4	4	23	7.00	58.1	46.8	-0.320
5	4	4	4	3	3	23	7.00	58.1	45.9	-0.408
5	2	5	5	4	4	25	8.33	62.1	50.7	0.072
4	1	5	3	4	4	21	6.67	54.1	42.4	-0.756
5	2	5	0	2	0	14	8.00	40.1	38.9	-1.109
5	2	5	5	5	5	27	8.33	66.1	55.1	0.509
4	2	4	3	3	3	19	8.00	50.1	40.2	-0.982
3	2	3	3	2	3	16	6.00	44.1	37.5	-1.255
5	4	5	5	4	4	27	8.33	66.1	54.1	0.405
5	3	3	3	3	4	21	7.33	54.1	42.8	-0.725
2	2	3	3	2	2	14	7.00	40.1	35.7	-1.427
3	2	3	0	3	3	14	5.00	40.1	37.7	-1.233
4	3	4	4	4	4	23	7.33	58.1	47.2	-0.277
4	4	3	3	4	3	21	5.00	54.1	43.8	-0.623
3	3	3	3	3	3	18	5.33	48.1	40.0	-0.999
3	3	4	2	2	2	16	7.67	44.1	35.9	-1.415
4	3	4	3	4	3	21	7.33	54.1	43.1	-0.693
4	3	4	0	3	3	17	8.33	46.1	41.1	-0.887
3	3	5	3	4	3	21	7.67	54.1	42.7	-0.728
5	2	4	4	4	4	23	8.33	58.1	46.8	-0.318
4	3	4	2	1	2	16	6.67	44.1	35.0	-1.502
3	3	3	3	3	3	18	5.67	48.1	40.0	-0.999
5	3	5	4	3	3	23	8.33	58.1	45.1	-0.486
5	2	5	1	3	4	20	8.33	52.1	38.3	-1.171
3	3	3	3	3	3	18	6.67	48.1	40.0	-0.999
3	0	4	1	1	3	12	6.67	36.1	31.4	-1.862
3	3	4	4	3	3	20	6.67	52.1	42.7	-0.726
4	3	5	4	4	4	24	8.00	60.1	47.9	-0.210
4	3	4	4	4	4	23	8.33	58.1	47.2	-0.277
4	3	4	3	4	4	22	7.33	56.1	44.4	-0.563
4	0	5	0	0	2	11	8.33	34.1	38.7	-1.126
5	4	4	5	4	4	26	7.33	64.1	53.3	0.332
3	1	3	1	3	4	15	6.67	42.1	35.0	-1.497
3	3	5	3	3	3	20	8.33	52.1	40.9	-0.907
5	5	5	5	5	5	30	4.33	72.1	60.1	1.015
4	3	5	3	3	3	21	8.33	54.1	41.7	-0.827
1	2	3	0	0	0	6	2.00	24.1	29.5	-2.054
2	1	3	0	1	3	10	6.67	32.1	29.5	-2.054
4	4	4	4	4	4	24	6.67	60.1	48.8	-0.122
3	2	4	3	3	2	17	7.33	46.1	38.4	-1.159
3	2	3	2	3	2	15	8.33	42.1	36.0	-1.399
3	3	3	3	3	3	18	6.00	48.1	40.0	-0.999
3	2	3	1	2	2	13	6.67	38.1	32.0	-1.799
3	1	4	2	2	2	14	5.67	40.1	33.8	-1.623
3	2	3	2	3	3	16	5.00	44.1	37.0	-1.298
4	3	4	3	4	3	21	7.33	54.1	43.1	-0.693
4	3	2	3	2	3	17	4.33	46.1	38.7	-1.129
3	2	3	2	2	2	14	4.67	40.1	34.4	-1.562
2	3	5	3	4	4	21	8.00	54.1	43.1	-0.690
5	4	5	4	4	4	26	8.00	64.1	50.7	0.065
5	2	3	3	3	3	19	8.33	50.1	40.5	-0.952
3	3	4	2	1	2	15	4.00	42.1	34.2	-1.578
3	2	3	3	3	2	16	5.00	44.1	38.0	-1.201
4	2	4	3	4	4	21	5.67	54.1	43.1	-0.689
4	3	5	3	4	3	22	8.33	56.1	43.6	-0.639
4	5	5	4	4	4	26	8.00	64.1	51.1	0.111
3	2	3	2	3	2	15	4.33	42.1	36.0	-1.399
5	3	5	3	3	3	22	6.00	56.1	42.6	-0.744
3	2	3	2	2	2	14	5.33	40.1	34.4	-1.562
3	3	4	4	3	3	20	6.67	52.1	42.7	-0.726
4	4	3	4	4	2	21	6.33	54.1	45.1	-0.491
5	3	5	4	3	5	25	8.33	62.1	48.2	-0.184
3	2	5	2	2	4	18	6.33	48.1	37.3	-1.268
4	4	5	4	4	4	25	7.67	62.1	49.5	-0.053
3	3	5	0	1	3	15	7.00	42.1	35.7	-1.434
3	0	4	0	0	2	9	7.67	30.1	34.5	-1.549
4	3	4	2	2	5	20	7.00	52.1	39.6	-1.040
4	2	4	3	3	4	20	8.00	52.1	41.3	-0.872
5	0	4	3	4	4	20	8.33	52.1	45.6	-0.435
5	3	5	4	3	4	24	8.00	60.1	46.6	-0.340
3	3	4	3	2	3	18	6.67	48.1	38.9	-1.115
3	1	4	2	2	2	14	5.67	40.1	33.8	-1.623
5	5	5	5	4	5	29	8.33	70.1	57.5	0.746
5	4	5	4	4	4	26	8.33	64.1	50.7	0.065
5	3	5	4	5	4	26	8.33	64.1	51.6	0.163
4	0	4	0	0	1	9	7.67	30.1	33.4	-1.659
4	2	5	3	3	4	21	8.33	54.1	41.8	-0.824