Homework 05 Assignment (Zelig-logit and the Titanic Survival Story)
Fahad Ahmed
March 15, 2017
Using the Titanic Data to observe present variables in the Dataset
library(radiant.data)## Loading required package: magrittr## Loading required package: ggplot2## Loading required package: lubridate##
## Attaching package: 'lubridate'## The following object is masked from 'package:base':
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## date## Loading required package: tidyr##
## Attaching package: 'tidyr'## The following object is masked from 'package:magrittr':
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## extract## Loading required package: dplyr##
## Attaching package: 'dplyr'## The following objects are masked from 'package:lubridate':
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## intersect, setdiff, union## The following objects are masked from 'package:stats':
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## filter, lag## The following objects are masked from 'package:base':
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## intersect, setdiff, setequal, union##
## Attaching package: 'radiant.data'## The following object is masked from 'package:dplyr':
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## mutate_each## The following object is masked from 'package:ggplot2':
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## diamondsdata(titanic)
head(titanic)## pclass survived sex age sibsp parch fare name cabin embarked
## 1 1st Yes female 29.0000 0 0 211.3375 Allen, Miss. Elisabeth Walton B5 Southampton
## 2 1st Yes male 0.9167 1 2 151.5500 Allison, Master. Hudson Trevor C22 C26 Southampton
## 3 1st No female 2.0000 1 2 151.5500 Allison, Miss. Helen Loraine C22 C26 Southampton
## 4 1st No male 30.0000 1 2 151.5500 Allison, Mr. Hudson Joshua Crei C22 C26 Southampton
## 5 1st No female 25.0000 1 2 151.5500 Allison, Mrs. Hudson J C (Bessi C22 C26 Southampton
## 6 1st Yes male 48.0000 0 0 26.5500 Anderson, Mr. Harry E12 Southamptontitanic <- titanic %>%
mutate(surv = as.integer(survived))titanic <- titanic %>%
select(pclass, survived, surv, everything())
head(titanic)## pclass survived surv sex age sibsp parch fare name cabin embarked
## 1 1st Yes 1 female 29.0000 0 0 211.3375 Allen, Miss. Elisabeth Walton B5 Southampton
## 2 1st Yes 1 male 0.9167 1 2 151.5500 Allison, Master. Hudson Trevor C22 C26 Southampton
## 3 1st No 2 female 2.0000 1 2 151.5500 Allison, Miss. Helen Loraine C22 C26 Southampton
## 4 1st No 2 male 30.0000 1 2 151.5500 Allison, Mr. Hudson Joshua Crei C22 C26 Southampton
## 5 1st No 2 female 25.0000 1 2 151.5500 Allison, Mrs. Hudson J C (Bessi C22 C26 Southampton
## 6 1st Yes 1 male 48.0000 0 0 26.5500 Anderson, Mr. Harry E12 SouthamptonSince one of our variables (“survived”) is not in a 0-1 format, we create a new variable called survival which takes the numerical value 1 for Yes and the numerical value 0 for No.
titanic <- titanic %>%
mutate(survival = sjmisc::rec(surv, recodes = "2=0; 1=1")) %>%
select(pclass, survived, survival, everything()) %>%
select(-surv)
head(titanic)## pclass survived survival sex age sibsp parch fare name cabin embarked
## 1 1st Yes 1 female 29.0000 0 0 211.3375 Allen, Miss. Elisabeth Walton B5 Southampton
## 2 1st Yes 1 male 0.9167 1 2 151.5500 Allison, Master. Hudson Trevor C22 C26 Southampton
## 3 1st No 0 female 2.0000 1 2 151.5500 Allison, Miss. Helen Loraine C22 C26 Southampton
## 4 1st No 0 male 30.0000 1 2 151.5500 Allison, Mr. Hudson Joshua Crei C22 C26 Southampton
## 5 1st No 0 female 25.0000 1 2 151.5500 Allison, Mrs. Hudson J C (Bessi C22 C26 Southampton
## 6 1st Yes 1 male 48.0000 0 0 26.5500 Anderson, Mr. Harry E12 SouthamptonThe new dataset is created with the survival variable in the dataset above. We have edited the Titanic dataset to add this new variable.
Interaction Model
library(Zelig)
z.tit <- zlogit$new()
z.tit$zelig(survival ~ age + sex*pclass + fare, data = titanic)
summary(z.tit)## Model:
##
## Call:
## z.tit$zelig(formula = survival ~ age + sex * pclass + fare, data = titanic)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -3.0634 -0.6641 -0.4943 0.4336 2.4941
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 4.8978215 0.6131092 7.988 0.00000000000000137
## age -0.0387245 0.0068044 -5.691 0.00000001262563680
## sexmale -3.8996177 0.5015659 -7.775 0.00000000000000755
## pclass2nd -1.5923247 0.6024844 -2.643 0.00822
## pclass3rd -4.1382715 0.5601819 -7.387 0.00000000000014976
## fare -0.0009058 0.0020509 -0.442 0.65874
## sexmale:pclass2nd -0.0600076 0.6372949 -0.094 0.92498
## sexmale:pclass3rd 2.5019110 0.5479901 4.566 0.00000498035051247
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 1409.99 on 1042 degrees of freedom
## Residual deviance: 931.45 on 1035 degrees of freedom
## AIC: 947.45
##
## Number of Fisher Scoring iterations: 5
##
## Next step: Use 'setx' methodAs we can observe from the following model, females in the first class (age starting from 0) were very likely (4.89) to survive from the Titanic crash. Furthermore, the relationship between being a female and surviving the crash is statistically significant. However, although it seems that males were less likely to survive the Titanic crash overall, males from the third class were more likely to survive than females and males that were associated with the first and second class. Moreover, this relationship is statistically significant. This observation from the data suggest that males that identified with the third class did prioritize females and children from escaping the ship.
Age Effect Graph
z.tit$setrange(age = 0:80)
z.tit$sim()
z.tit$graph()
The graph provides a visualization with regards to surviving the titanic and age. To create such a graph, we turned to the Zelig 5 syntax to produce this graph in R (In this case “z.tit$graph()). As the graph shows, the more older the passenger was, the more likely they were to not survive the accident.
Fare Effect Graph
z.tit$setrange(fare = 0:500)
z.tit$sim()
z.tit$graph()
Sex Difference
z.tit$setx(sex = "male")
z.tit$setx1(sex = "female")
z.tit$sim()
summary(z.tit)##
## sim x :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1401036 0.01899169 0.1394019 0.1065789 0.180485
## pv
## 0 1
## [1,] 0.851 0.149
##
## sim x1 :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.3941679 0.04420741 0.3933261 0.3086255 0.4817614
## pv
## 0 1
## [1,] 0.582 0.418
## fd
## mean sd 50% 2.5% 97.5%
## [1,] 0.2540643 0.04418642 0.2547198 0.1654302 0.3431047
##
## [1] 0
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1440537 0.01837117 0.1430099 0.1110677 0.1825995
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 1
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1439383 0.0183312 0.1429745 0.1111078 0.1820765
## pv
## 0 1
## [1,] 0.853 0.147
##
##
## [1] 2
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1438234 0.01829452 0.1427623 0.110902 0.1819992
## pv
## 0 1
## [1,] 0.844 0.156
##
##
## [1] 3
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1437088 0.01826113 0.1425244 0.1108519 0.1820304
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 4
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1435947 0.01823103 0.1422839 0.1109537 0.1819782
## pv
## 0 1
## [1,] 0.856 0.144
##
##
## [1] 5
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.143481 0.01820424 0.1420847 0.1107709 0.1815941
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 6
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1433678 0.01818074 0.1419912 0.1108338 0.1813057
## pv
## 0 1
## [1,] 0.848 0.152
##
##
## [1] 7
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1432549 0.01816054 0.1418239 0.1107693 0.1812208
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 8
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1431425 0.01814364 0.1417441 0.1105263 0.1811357
## pv
## 0 1
## [1,] 0.852 0.148
##
##
## [1] 9
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1430305 0.01813003 0.1416555 0.11027 0.1810444
## pv
## 0 1
## [1,] 0.847 0.153
##
##
## [1] 10
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1429189 0.01811971 0.141572 0.1098704 0.1809531
## pv
## 0 1
## [1,] 0.855 0.145
##
##
## [1] 11
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1428077 0.01811267 0.1416104 0.109748 0.1808618
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 12
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.142697 0.0181089 0.1416023 0.1094814 0.1807706
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 13
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1425867 0.01810839 0.1414868 0.1092268 0.1806794
## pv
## 0 1
## [1,] 0.849 0.151
##
##
## [1] 14
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1424768 0.01811113 0.141428 0.1091438 0.1806445
## pv
## 0 1
## [1,] 0.853 0.147
##
##
## [1] 15
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1423673 0.0181171 0.1413049 0.1090558 0.1804971
## pv
## 0 1
## [1,] 0.847 0.153
##
##
## [1] 16
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1422582 0.01812629 0.1413068 0.1088033 0.1803689
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 17
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1421496 0.01813868 0.1413804 0.1084722 0.1801471
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 18
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1420413 0.01815425 0.1412514 0.1082793 0.180232
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 19
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1419335 0.01817299 0.1410872 0.1080716 0.1801519
## pv
## 0 1
## [1,] 0.846 0.154
##
##
## [1] 20
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1418261 0.01819486 0.1409388 0.107989 0.1800717
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 21
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1417192 0.01821986 0.1408139 0.1079096 0.1801622
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 22
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1416126 0.01824794 0.1405707 0.1077645 0.1804319
## pv
## 0 1
## [1,] 0.85 0.15
##
##
## [1] 23
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1415064 0.01827909 0.140602 0.1077497 0.1804894
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 24
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1414007 0.01831329 0.140436 0.107675 0.180248
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 25
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1412954 0.01835049 0.1403845 0.1076024 0.1803042
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 26
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1411905 0.01839068 0.140218 0.107713 0.1803298
## pv
## 0 1
## [1,] 0.851 0.149
##
##
## [1] 27
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.141086 0.01843381 0.1402154 0.107848 0.1804225
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 28
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1409819 0.01847987 0.1401638 0.1079832 0.1804837
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 29
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1408783 0.01852881 0.1400585 0.1077467 0.1805558
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 30
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.140775 0.01858061 0.1399576 0.1074662 0.1806225
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 31
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1406722 0.01863522 0.1397825 0.1071864 0.1806892
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 32
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1405698 0.01869262 0.1396712 0.1070576 0.1807514
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 33
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1404678 0.01875277 0.1397927 0.106975 0.180804
## pv
## 0 1
## [1,] 0.851 0.149
##
##
## [1] 34
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1403662 0.01881562 0.1397414 0.1068924 0.1808566
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 35
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.140265 0.01888116 0.1396293 0.1068099 0.1809069
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 36
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1401642 0.01894932 0.1394072 0.1067275 0.1806436
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 37
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1400638 0.01902009 0.1393967 0.1063329 0.1803806
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 38
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1399639 0.01909342 0.1394639 0.1058027 0.1807491
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 39
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1398643 0.01916926 0.139193 0.1058107 0.181137
## pv
## 0 1
## [1,] 0.849 0.151
##
##
## [1] 40
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1397652 0.01924759 0.1391184 0.1058233 0.1811925
## pv
## 0 1
## [1,] 0.854 0.146
##
##
## [1] 41
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1396664 0.01932836 0.1390939 0.105835 0.1811011
## pv
## 0 1
## [1,] 0.855 0.145
##
##
## [1] 42
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1395681 0.01941154 0.138974 0.1056844 0.1810097
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 43
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1394702 0.01949707 0.1388356 0.1053681 0.1809184
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 44
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1393726 0.01958493 0.1387937 0.1050502 0.1808272
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 45
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1392755 0.01967507 0.1385005 0.1047275 0.1808446
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 46
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1391788 0.01976746 0.1383096 0.1044257 0.180957
## pv
## 0 1
## [1,] 0.849 0.151
##
##
## [1] 47
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1390825 0.01986205 0.1381707 0.1042885 0.1810694
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 48
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1389866 0.0199588 0.1379048 0.1042385 0.1811818
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 49
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1388911 0.02005768 0.1378834 0.1041885 0.1812944
## pv
## 0 1
## [1,] 0.841 0.159
##
##
## [1] 50
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1387961 0.02015864 0.1377926 0.1041386 0.1816906
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 51
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1387014 0.02026164 0.1376308 0.1037851 0.1818904
## pv
## 0 1
## [1,] 0.853 0.147
##
##
## [1] 52
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1386071 0.02036666 0.1376059 0.1033063 0.1818306
## pv
## 0 1
## [1,] 0.852 0.148
##
##
## [1] 53
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1385132 0.02047364 0.1376389 0.1028341 0.1817392
## pv
## 0 1
## [1,] 0.854 0.146
##
##
## [1] 54
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1384197 0.02058255 0.1375082 0.1023872 0.1818525
## pv
## 0 1
## [1,] 0.849 0.151
##
##
## [1] 55
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1383267 0.02069335 0.137545 0.1022928 0.1820534
## pv
## 0 1
## [1,] 0.852 0.148
##
##
## [1] 56
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.138234 0.02080601 0.137414 0.1021494 0.1821951
## pv
## 0 1
## [1,] 0.853 0.147
##
##
## [1] 57
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1381417 0.02092048 0.1372659 0.1017959 0.1825107
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 58
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1380498 0.02103674 0.137271 0.1014469 0.1827404
## pv
## 0 1
## [1,] 0.834 0.166
##
##
## [1] 59
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1379583 0.02115474 0.1371324 0.1009723 0.1829517
## pv
## 0 1
## [1,] 0.854 0.146
##
##
## [1] 60
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1378673 0.02127445 0.1369632 0.100497 0.1832018
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 61
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1377766 0.02139583 0.137027 0.1000236 0.1834365
## pv
## 0 1
## [1,] 0.856 0.144
##
##
## [1] 62
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1376863 0.02151884 0.1368891 0.09955232 0.183661
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 63
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1375964 0.02164346 0.1367886 0.09911478 0.1838857
## pv
## 0 1
## [1,] 0.851 0.149
##
##
## [1] 64
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1375069 0.02176965 0.1367182 0.09880655 0.1840655
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 65
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1374178 0.02189738 0.1366383 0.09838873 0.184104
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 66
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1373291 0.02202661 0.1366759 0.09800122 0.1842012
## pv
## 0 1
## [1,] 0.858 0.142
##
##
## [1] 67
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1372408 0.02215731 0.1365134 0.09774716 0.1845225
## pv
## 0 1
## [1,] 0.842 0.158
##
##
## [1] 68
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1371529 0.02228944 0.1363943 0.09755292 0.1843402
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 69
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1370654 0.02242299 0.1362753 0.09730215 0.1845285
## pv
## 0 1
## [1,] 0.848 0.152
##
##
## [1] 70
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1369783 0.02255791 0.1360451 0.09700421 0.1847597
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 71
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1368916 0.02269418 0.1359176 0.09673094 0.184973
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 72
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1368052 0.02283177 0.1358102 0.09640769 0.1852109
## pv
## 0 1
## [1,] 0.857 0.143
##
##
## [1] 73
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1367193 0.02297064 0.1357864 0.09610854 0.1854593
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 74
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1366338 0.02311078 0.1356521 0.09581021 0.1859891
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 75
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1365486 0.02325214 0.1357192 0.0955158 0.1865415
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 76
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1364638 0.02339471 0.1355203 0.09522257 0.1868781
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 77
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1363794 0.02353845 0.1354304 0.09493014 0.1871221
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 78
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1362955 0.02368335 0.135389 0.09459381 0.1873577
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 79
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1362119 0.02382937 0.135152 0.09426887 0.187609
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 80
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1361287 0.02397649 0.1348774 0.09401282 0.188175
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 81
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1360458 0.02412468 0.1348262 0.09370405 0.1885767
## pv
## 0 1
## [1,] 0.848 0.152
##
##
## [1] 82
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1359634 0.02427393 0.1347593 0.09338002 0.1889501
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 83
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1358813 0.0244242 0.1346888 0.09305865 0.1892485
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 84
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1357997 0.02457548 0.134683 0.09282441 0.1895503
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 85
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1357184 0.02472774 0.1346641 0.09260336 0.1898524
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 86
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1356375 0.02488095 0.134529 0.09232398 0.1901549
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 87
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.135557 0.0250351 0.1343201 0.0919097 0.1904578
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 88
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1354769 0.02519017 0.1342013 0.09145177 0.190761
## pv
## 0 1
## [1,] 0.849 0.151
##
##
## [1] 89
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1353972 0.02534613 0.1340609 0.09113065 0.191064
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 90
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1353178 0.02550297 0.1339825 0.09081607 0.1912412
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 91
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1352388 0.02566067 0.1339219 0.09050246 0.1911604
## pv
## 0 1
## [1,] 0.854 0.146
##
##
## [1] 92
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1351602 0.02581919 0.1338004 0.09019864 0.1910162
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 93
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.135082 0.02597854 0.1335992 0.08982752 0.190879
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 94
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1350042 0.02613868 0.133433 0.08943768 0.191048
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 95
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1349268 0.02629961 0.133276 0.08904937 0.1910677
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 96
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1348497 0.02646129 0.1330329 0.08866491 0.1915842
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 97
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.134773 0.02662372 0.132903 0.08828499 0.1918292
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 98
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1346967 0.02678688 0.1327634 0.08790653 0.1920672
## pv
## 0 1
## [1,] 0.852 0.148
##
##
## [1] 99
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1346208 0.02695076 0.13266 0.08752954 0.1925161
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 100
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1345452 0.02711533 0.1325958 0.08717409 0.1926246
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 101
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.13447 0.02728057 0.1324869 0.08684837 0.192806
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 102
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1343952 0.02744649 0.1324042 0.08652375 0.1930561
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 103
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1343208 0.02761305 0.1322988 0.08620023 0.1933007
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 104
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1342468 0.02778026 0.1322455 0.08587781 0.1935412
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 105
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1341731 0.02794808 0.1322246 0.08555648 0.1937819
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 106
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1340998 0.02811651 0.1320754 0.08523715 0.1940228
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 107
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1340269 0.02828553 0.1319366 0.08492108 0.1942961
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 108
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1339543 0.02845514 0.1318224 0.08460607 0.1948368
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 109
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1338822 0.02862532 0.1318806 0.08429212 0.1953787
## pv
## 0 1
## [1,] 0.844 0.156
##
##
## [1] 110
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1338104 0.02879605 0.1318335 0.08400324 0.1959218
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 111
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1337389 0.02896732 0.131768 0.08376168 0.196466
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 112
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1336679 0.02913913 0.1316335 0.08352076 0.1970113
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 113
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1335972 0.02931146 0.1314716 0.08320374 0.1975578
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 114
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1335268 0.0294843 0.1313939 0.08286785 0.1981054
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 115
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1334569 0.02965763 0.1312263 0.08253319 0.1986542
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 116
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1333873 0.02983145 0.1310727 0.08219977 0.1992041
## pv
## 0 1
## [1,] 0.858 0.142
##
##
## [1] 117
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1333181 0.03000575 0.1309096 0.08186757 0.1996804
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 118
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1332493 0.03018052 0.1307467 0.0815366 0.199873
## pv
## 0 1
## [1,] 0.887 0.113
##
##
## [1] 119
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1331808 0.03035574 0.130591 0.08120693 0.2000174
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 120
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1331127 0.03053141 0.1304986 0.08101487 0.2001619
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 121
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1330449 0.03070751 0.1303415 0.08065053 0.2003064
## pv
## 0 1
## [1,] 0.857 0.143
##
##
## [1] 122
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1329775 0.03088405 0.1301888 0.08033336 0.2004494
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 123
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1329105 0.031061 0.1301842 0.08015321 0.2005903
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 124
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1328439 0.03123836 0.1302017 0.07997343 0.2010466
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 125
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1327776 0.03141613 0.1300574 0.07968147 0.2015725
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 126
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1327117 0.03159429 0.1298933 0.07936533 0.201841
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 127
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1326461 0.03177283 0.129806 0.07904643 0.202013
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 128
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1325809 0.03195175 0.1297586 0.07866338 0.2025057
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 129
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1325161 0.03213104 0.1296199 0.07828204 0.2030303
## pv
## 0 1
## [1,] 0.858 0.142
##
##
## [1] 130
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1324516 0.0323107 0.1295842 0.07790413 0.2035559
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 131
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1323875 0.03249071 0.1294105 0.07760904 0.2040826
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 132
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1323237 0.03267106 0.1292414 0.07731771 0.2044212
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 133
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1322603 0.03285176 0.1290347 0.07702291 0.2047453
## pv
## 0 1
## [1,] 0.856 0.144
##
##
## [1] 134
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1321973 0.03303279 0.1288634 0.07673665 0.2050651
## pv
## 0 1
## [1,] 0.885 0.115
##
##
## [1] 135
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1321346 0.03321414 0.1287475 0.07644622 0.2053824
## pv
## 0 1
## [1,] 0.858 0.142
##
##
## [1] 136
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1320723 0.03339582 0.1286283 0.0761568 0.2056999
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 137
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1320103 0.03357781 0.1284247 0.07586839 0.2060179
## pv
## 0 1
## [1,] 0.854 0.146
##
##
## [1] 138
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1319487 0.03376011 0.1283657 0.07558098 0.2063362
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 139
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1318875 0.03394271 0.1284365 0.07529457 0.2066423
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 140
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1318266 0.03412561 0.1284503 0.07500917 0.2068742
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 141
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.131766 0.0343088 0.1283593 0.07472479 0.2073021
## pv
## 0 1
## [1,] 0.891 0.109
##
##
## [1] 142
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1317058 0.03449228 0.1282006 0.07444229 0.2076313
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 143
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.131646 0.03467603 0.1280034 0.07415031 0.208209
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 144
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1315865 0.03486006 0.1278806 0.07385378 0.2089623
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 145
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1315274 0.03504436 0.1277529 0.07355835 0.2097177
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 146
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1314686 0.03522892 0.1276239 0.07326476 0.210475
## pv
## 0 1
## [1,] 0.851 0.149
##
##
## [1] 147
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1314102 0.03541374 0.1275586 0.07297227 0.2111294
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 148
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1313521 0.03559882 0.1274528 0.07268086 0.2117503
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 149
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1312944 0.03578414 0.1272788 0.07239052 0.2123726
## pv
## 0 1
## [1,] 0.848 0.152
##
##
## [1] 150
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.131237 0.03596972 0.1270928 0.07210125 0.212988
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 151
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.13118 0.03615553 0.126907 0.07181305 0.2135797
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 152
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1311233 0.03634158 0.1268074 0.07152591 0.21396
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 153
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.131067 0.03652786 0.1267915 0.07123983 0.2143408
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 154
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.131011 0.03671437 0.1267031 0.07095481 0.2147221
## pv
## 0 1
## [1,] 0.851 0.149
##
##
## [1] 155
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1309554 0.03690111 0.1266001 0.07067085 0.215095
## pv
## 0 1
## [1,] 0.891 0.109
##
##
## [1] 156
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1309001 0.03708807 0.1264587 0.07038793 0.2154673
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 157
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1308451 0.03727524 0.1263944 0.07010606 0.2158399
## pv
## 0 1
## [1,] 0.849 0.151
##
##
## [1] 158
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1307905 0.03746263 0.1262917 0.06982523 0.2162131
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 159
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1307363 0.03765023 0.1261891 0.06954545 0.2165867
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 160
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1306824 0.03783803 0.1260865 0.0692667 0.2168706
## pv
## 0 1
## [1,] 0.847 0.153
##
##
## [1] 161
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1306288 0.03802604 0.126012 0.06898899 0.2170995
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 162
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1305756 0.03821424 0.1259619 0.06871231 0.2173285
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 163
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1305227 0.03840264 0.1258814 0.06843666 0.2175577
## pv
## 0 1
## [1,] 0.855 0.145
##
##
## [1] 164
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1304701 0.03859124 0.1257468 0.06811485 0.217787
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 165
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1304179 0.03878003 0.1256999 0.0678099 0.2180166
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 166
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1303661 0.038969 0.1255385 0.06743675 0.2182463
## pv
## 0 1
## [1,] 0.855 0.145
##
##
## [1] 167
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1303146 0.03915816 0.1254129 0.06709897 0.2184762
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 168
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1302634 0.03934749 0.1252167 0.06676276 0.2187062
## pv
## 0 1
## [1,] 0.856 0.144
##
##
## [1] 169
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1302125 0.03953701 0.1250962 0.06642812 0.2189365
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 170
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.130162 0.03972671 0.1249598 0.06609504 0.2191669
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 171
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1301118 0.03991657 0.1248433 0.06576477 0.2193975
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 172
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.130062 0.04010661 0.1246662 0.06543716 0.2196283
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 173
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1300125 0.04029681 0.1244723 0.06511108 0.2198592
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 174
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1299634 0.04048719 0.1243649 0.06481797 0.2200904
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 175
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1299145 0.04067772 0.1242715 0.06454914 0.2203217
## pv
## 0 1
## [1,] 0.845 0.155
##
##
## [1] 176
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.129866 0.04086842 0.1242309 0.06428136 0.2205531
## pv
## 0 1
## [1,] 0.895 0.105
##
##
## [1] 177
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1298179 0.04105927 0.1242072 0.0640146 0.2208292
## pv
## 0 1
## [1,] 0.855 0.145
##
##
## [1] 178
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.12977 0.04125029 0.1242001 0.06374888 0.2213963
## pv
## 0 1
## [1,] 0.848 0.152
##
##
## [1] 179
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1297226 0.04144145 0.1240517 0.06348419 0.2219645
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 180
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1296754 0.04163277 0.1239707 0.06322053 0.2225337
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 181
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1296286 0.04182424 0.1239712 0.06295789 0.223104
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 182
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1295821 0.04201586 0.1239916 0.06269627 0.2236753
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 183
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1295359 0.04220762 0.1239283 0.06243566 0.2242477
## pv
## 0 1
## [1,] 0.852 0.148
##
##
## [1] 184
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1294901 0.04239953 0.1238725 0.06217607 0.2248211
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 185
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1294445 0.04259159 0.1238167 0.06191748 0.2253955
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 186
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1293994 0.04278378 0.1238177 0.0616599 0.225971
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 187
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1293545 0.04297611 0.1237799 0.06140333 0.226381
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 188
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.12931 0.04316858 0.1237422 0.06114775 0.2266821
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 189
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1292658 0.04336119 0.1236673 0.06089317 0.2269835
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 190
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1292219 0.04355393 0.1235531 0.06063958 0.2272852
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 191
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1291783 0.04374681 0.1234981 0.06038698 0.2275872
## pv
## 0 1
## [1,] 0.89 0.11
##
##
## [1] 192
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1291351 0.04393981 0.1233848 0.06013537 0.2280785
## pv
## 0 1
## [1,] 0.898 0.102
##
##
## [1] 193
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1290922 0.04413295 0.1231863 0.05988473 0.2285847
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 194
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1290496 0.04432621 0.1229927 0.05963508 0.2290917
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 195
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1290074 0.0445196 0.1228044 0.05938641 0.2295995
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 196
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1289655 0.04471312 0.122705 0.059125 0.2301081
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 197
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1289238 0.04490676 0.1226308 0.05881206 0.2306174
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 198
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1288826 0.04510053 0.1225567 0.05850066 0.2311276
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 199
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1288416 0.04529441 0.1224826 0.0581941 0.2316385
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 200
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1288009 0.04548842 0.1224086 0.0578896 0.2321503
## pv
## 0 1
## [1,] 0.895 0.105
##
##
## [1] 201
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1287606 0.04568254 0.1223098 0.05758662 0.2326628
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 202
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1287206 0.04587679 0.1222451 0.05728513 0.2331761
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 203
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1286809 0.04607115 0.1221805 0.05698514 0.2336642
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 204
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1286415 0.04626563 0.1221159 0.05668664 0.234066
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 205
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1286025 0.04646022 0.1220513 0.05643281 0.2344683
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 206
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1285637 0.04665492 0.1219868 0.05629452 0.2349828
## pv
## 0 1
## [1,] 0.857 0.143
##
##
## [1] 207
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1285253 0.04684974 0.1219177 0.05615657 0.2355014
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 208
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1284872 0.04704467 0.1217606 0.05601894 0.2360208
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 209
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1284494 0.04723971 0.1216979 0.05575609 0.2365409
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 210
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1284119 0.04743486 0.1215881 0.05549055 0.2370619
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 211
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1283748 0.04763012 0.1214784 0.05522621 0.2375836
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 212
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1283379 0.04782549 0.1213511 0.05496305 0.2381062
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 213
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1283014 0.04802096 0.1211863 0.05470107 0.2386295
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 214
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1282651 0.04821654 0.1210177 0.05444027 0.2391536
## pv
## 0 1
## [1,] 0.887 0.113
##
##
## [1] 215
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1282292 0.04841223 0.1209049 0.05418064 0.2396785
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 216
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1281936 0.04860802 0.1208511 0.05392218 0.2402042
## pv
## 0 1
## [1,] 0.891 0.109
##
##
## [1] 217
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1281583 0.04880391 0.1207633 0.05366489 0.2407304
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 218
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1281233 0.04899991 0.120682 0.05340875 0.241253
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 219
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1280886 0.04919601 0.1205668 0.05315377 0.2416942
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 220
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1280542 0.04939221 0.1204681 0.05289993 0.2420433
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 221
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1280202 0.04958851 0.1204054 0.05264724 0.2423927
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 222
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1279864 0.04978491 0.1202905 0.0523957 0.2427424
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 223
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.127953 0.04998141 0.1201918 0.05214529 0.2430925
## pv
## 0 1
## [1,] 0.885 0.115
##
##
## [1] 224
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1279198 0.05017801 0.1200826 0.05189601 0.243443
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 225
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.127887 0.0503747 0.1199828 0.05164785 0.2437938
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 226
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1278544 0.0505715 0.1199255 0.05140082 0.2441449
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 227
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1278222 0.05076839 0.1198378 0.05115491 0.2444964
## pv
## 0 1
## [1,] 0.892 0.108
##
##
## [1] 228
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1277903 0.05096537 0.1197259 0.05091011 0.2448482
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 229
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1277586 0.05116246 0.1195879 0.05066642 0.2452003
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 230
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1277273 0.05135963 0.1194499 0.05042384 0.2455504
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 231
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1276963 0.0515569 0.119312 0.05018236 0.2458991
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 232
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1276656 0.05175427 0.1192142 0.04994197 0.246248
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 233
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1276351 0.05195173 0.1190647 0.04970306 0.2467121
## pv
## 0 1
## [1,] 0.847 0.153
##
##
## [1] 234
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.127605 0.05214928 0.1189283 0.04946593 0.247303
## pv
## 0 1
## [1,] 0.894 0.106
##
##
## [1] 235
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1275752 0.05234692 0.1188111 0.04922987 0.2479029
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 236
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1275457 0.05254465 0.1186939 0.04899499 0.2485038
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 237
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1275164 0.05274248 0.1185768 0.04876121 0.2491057
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 238
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1274875 0.0529404 0.1184258 0.04852849 0.2497085
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 239
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1274589 0.0531384 0.1182835 0.04829682 0.2503123
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 240
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1274305 0.0533365 0.1181703 0.04806621 0.2509171
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 241
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1274025 0.05353468 0.1180633 0.04783664 0.2515229
## pv
## 0 1
## [1,] 0.852 0.148
##
##
## [1] 242
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1273747 0.05373296 0.117993 0.04760811 0.2520713
## pv
## 0 1
## [1,] 0.887 0.113
##
##
## [1] 243
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1273473 0.05393132 0.1178868 0.04738062 0.2527472
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 244
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1273201 0.05412977 0.1178198 0.04715416 0.2533639
## pv
## 0 1
## [1,] 0.894 0.106
##
##
## [1] 245
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1272932 0.0543283 0.1177314 0.04692873 0.2539815
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 246
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1272667 0.05452693 0.1176085 0.04670433 0.2546001
## pv
## 0 1
## [1,] 0.853 0.147
##
##
## [1] 247
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1272404 0.05472564 0.1174857 0.04648095 0.2552197
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 248
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1272144 0.05492444 0.1173762 0.04625858 0.2558403
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 249
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1271887 0.05512332 0.1172701 0.04603723 0.2564619
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 250
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1271633 0.05532229 0.1171641 0.04581689 0.2570845
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 251
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1271382 0.05552134 0.1170581 0.04559755 0.2577081
## pv
## 0 1
## [1,] 0.893 0.107
##
##
## [1] 252
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1271133 0.05572048 0.1169968 0.04537921 0.2583326
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 253
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270888 0.0559197 0.1169724 0.04516187 0.2589582
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 254
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270645 0.05611901 0.1169797 0.04494552 0.2595847
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 255
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270405 0.0563184 0.1169728 0.04473015 0.2602122
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 256
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270169 0.05651787 0.1168877 0.04451577 0.2608407
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 257
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269935 0.05671743 0.1168404 0.04430238 0.261467
## pv
## 0 1
## [1,] 0.891 0.109
##
##
## [1] 258
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269703 0.05691707 0.1167558 0.04408995 0.2620937
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 259
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269475 0.05711679 0.1166543 0.0438785 0.2627213
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 260
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126925 0.05731659 0.1165618 0.04366802 0.26335
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 261
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269027 0.05751648 0.1164855 0.0434585 0.2639796
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 262
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1268807 0.05771644 0.1164093 0.04324994 0.2646101
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 263
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126859 0.05791649 0.1163036 0.04304234 0.2652416
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 264
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1268376 0.05811662 0.1161763 0.04283569 0.2658741
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 265
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1268165 0.05831683 0.1160492 0.04262999 0.2665076
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 266
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267956 0.05851711 0.115973 0.04242523 0.267142
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 267
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267751 0.05871748 0.1158993 0.04222141 0.2677774
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 268
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267548 0.05891793 0.1158097 0.04201853 0.2684137
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 269
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267347 0.05911845 0.1157029 0.04181658 0.2690495
## pv
## 0 1
## [1,] 0.846 0.154
##
##
## [1] 270
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126715 0.05931906 0.1155963 0.04161556 0.2694742
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 271
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266955 0.05951974 0.1154897 0.04141546 0.2698409
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 272
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266764 0.05972051 0.1154115 0.04121629 0.2702066
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 273
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266574 0.05992135 0.11531 0.04101803 0.2705726
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 274
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266388 0.06012226 0.115242 0.04082069 0.2710804
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 275
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266205 0.06032326 0.1151808 0.04062425 0.2716929
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 276
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266024 0.06052433 0.1150655 0.04042872 0.2723062
## pv
## 0 1
## [1,] 0.886 0.114
##
##
## [1] 277
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265846 0.06072548 0.1149514 0.04023409 0.2729205
## pv
## 0 1
## [1,] 0.886 0.114
##
##
## [1] 278
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126567 0.06092671 0.1148128 0.04004036 0.2735355
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 279
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265498 0.06112801 0.1146885 0.03984753 0.2741515
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 280
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265328 0.06132939 0.1145958 0.03965558 0.2747683
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 281
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265161 0.06153084 0.1145408 0.03946453 0.275386
## pv
## 0 1
## [1,] 0.885 0.115
##
##
## [1] 282
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264996 0.06173237 0.114457 0.03927435 0.2760045
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 283
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264834 0.06193398 0.1143605 0.03908505 0.2766239
## pv
## 0 1
## [1,] 0.857 0.143
##
##
## [1] 284
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264675 0.06213566 0.1142658 0.03889663 0.2772441
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 285
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264519 0.06233741 0.1141858 0.03870909 0.2778652
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 286
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264365 0.06253924 0.1141059 0.03852241 0.2784872
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 287
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264214 0.06274115 0.114026 0.03833659 0.27911
## pv
## 0 1
## [1,] 0.852 0.148
##
##
## [1] 288
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264066 0.06294312 0.1139426 0.03815164 0.2797337
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 289
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126392 0.06314518 0.1137723 0.03798244 0.2803582
## pv
## 0 1
## [1,] 0.889 0.111
##
##
## [1] 290
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263777 0.0633473 0.1136454 0.03781508 0.2809835
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 291
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263637 0.0635495 0.1135493 0.03764843 0.2816098
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 292
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263499 0.06375177 0.1135055 0.03748248 0.2822368
## pv
## 0 1
## [1,] 0.858 0.142
##
##
## [1] 293
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263364 0.06395411 0.1134672 0.03731724 0.2828647
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 294
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263231 0.06415653 0.1134038 0.03714848 0.2834935
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 295
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263101 0.06435902 0.1133352 0.03696048 0.2841231
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 296
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262974 0.06456158 0.1132666 0.03677341 0.2847517
## pv
## 0 1
## [1,] 0.849 0.151
##
##
## [1] 297
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126285 0.06476421 0.1131981 0.03658725 0.2853402
## pv
## 0 1
## [1,] 0.845 0.155
##
##
## [1] 298
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262728 0.06496691 0.1131154 0.03640199 0.2859295
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 299
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262608 0.06516969 0.1130252 0.03621763 0.2865195
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 300
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262492 0.06537253 0.1129352 0.03603418 0.2871102
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 301
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262377 0.06557545 0.1128452 0.03585162 0.2877016
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 302
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262266 0.06577843 0.1127552 0.03566995 0.2882938
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 303
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262157 0.06598149 0.1126653 0.03548916 0.2888867
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 304
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126205 0.06618461 0.1125755 0.03530926 0.2894803
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 305
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261947 0.06638781 0.1124858 0.03513024 0.2900747
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 306
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261845 0.06659107 0.1123961 0.0349584 0.2906697
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 307
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261747 0.06679441 0.1123065 0.03478857 0.2912645
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 308
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126165 0.06699781 0.1122169 0.03461983 0.2918599
## pv
## 0 1
## [1,] 0.902 0.098
##
##
## [1] 309
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261557 0.06720128 0.1121274 0.03445258 0.292456
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 310
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261466 0.06740482 0.1120379 0.03429599 0.2930528
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 311
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261377 0.06760842 0.1119486 0.03414009 0.2936504
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 312
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261291 0.0678121 0.1119019 0.03398488 0.2942486
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 313
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261208 0.06801584 0.1118592 0.03383034 0.2948476
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 314
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261127 0.06821965 0.1118165 0.03367649 0.2954472
## pv
## 0 1
## [1,] 0.891 0.109
##
##
## [1] 315
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261048 0.06842352 0.1117743 0.0335233 0.2960476
## pv
## 0 1
## [1,] 0.848 0.152
##
##
## [1] 316
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260972 0.06862746 0.1117627 0.0333708 0.2966487
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 317
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260899 0.06883147 0.1117163 0.03321896 0.2972505
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 318
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260828 0.06903555 0.1116699 0.03306779 0.297853
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 319
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260759 0.06923969 0.1116235 0.03291728 0.2984562
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 320
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260693 0.06944389 0.1115772 0.03276744 0.2990601
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 321
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126063 0.06964816 0.1115309 0.03261825 0.2996646
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 322
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260569 0.06985249 0.1114846 0.03246972 0.3002699
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 323
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126051 0.07005689 0.1114383 0.03232185 0.3008759
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 324
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260454 0.07026136 0.111392 0.03217463 0.3014826
## pv
## 0 1
## [1,] 0.895 0.105
##
##
## [1] 325
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.12604 0.07046588 0.1113458 0.03202811 0.30209
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 326
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260349 0.07067048 0.1112026 0.03188258 0.3026981
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 327
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.12603 0.07087513 0.1110525 0.03173769 0.3033068
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 328
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260254 0.07107985 0.1109027 0.03159344 0.3039163
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 329
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126021 0.07128463 0.1108281 0.03144542 0.3045264
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 330
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260169 0.07148947 0.1107741 0.03128205 0.3051373
## pv
## 0 1
## [1,] 0.897 0.103
##
##
## [1] 331
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260129 0.07169437 0.1107201 0.0311195 0.3057488
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 332
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260093 0.07189934 0.1106661 0.03095777 0.306361
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 333
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260059 0.07210437 0.1106121 0.03079685 0.3069739
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 334
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260027 0.07230946 0.1105143 0.03063859 0.3075875
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 335
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259997 0.07251461 0.1103834 0.03050395 0.3082017
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 336
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.125997 0.07271982 0.1102965 0.03036988 0.3088166
## pv
## 0 1
## [1,] 0.892 0.108
##
##
## [1] 337
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259945 0.07292509 0.1102628 0.03021865 0.3094323
## pv
## 0 1
## [1,] 0.894 0.106
##
##
## [1] 338
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259923 0.07313042 0.1102425 0.03004797 0.3100485
## pv
## 0 1
## [1,] 0.89 0.11
##
##
## [1] 339
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259903 0.07333581 0.1102055 0.02987821 0.3106655
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 340
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259886 0.07354125 0.1101646 0.02970939 0.3112831
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 341
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.125987 0.07374676 0.1101238 0.02954149 0.3119015
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 342
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259857 0.07395233 0.110052 0.02937942 0.3125204
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 343
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259847 0.07415795 0.1099652 0.02922552 0.3131401
## pv
## 0 1
## [1,] 0.888 0.112
##
##
## [1] 344
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259839 0.07436364 0.1098786 0.02907239 0.3137604
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 345
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259833 0.07456938 0.1097919 0.02892062 0.3143814
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 346
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259829 0.07477518 0.1097053 0.02876961 0.315003
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 347
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259828 0.07498103 0.1096188 0.02862957 0.3156253
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 348
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259829 0.07518694 0.1095324 0.02850994 0.3162483
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 349
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259833 0.07539291 0.109446 0.0283908 0.316872
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 350
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259838 0.07559893 0.1093597 0.02827215 0.3174962
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 351
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259846 0.07580501 0.1092734 0.02815397 0.3181212
## pv
## 0 1
## [1,] 0.886 0.114
##
##
## [1] 352
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259857 0.07601114 0.1091872 0.02803628 0.3187468
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 353
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259869 0.07621733 0.1091011 0.02791907 0.3193731
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 354
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259884 0.07642358 0.109015 0.02780233 0.32
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 355
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259901 0.07662987 0.1089394 0.02768607 0.3206275
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 356
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259921 0.07683623 0.1088862 0.02757028 0.3212557
## pv
## 0 1
## [1,] 0.894 0.106
##
##
## [1] 357
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259943 0.07704263 0.108833 0.02745496 0.3218846
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 358
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259967 0.07724909 0.1087798 0.02734011 0.3225141
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 359
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1259993 0.0774556 0.1086734 0.02722573 0.3231443
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 360
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260021 0.07766216 0.1085483 0.02711181 0.3237751
## pv
## 0 1
## [1,] 0.89 0.11
##
##
## [1] 361
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260052 0.07786878 0.1084292 0.02699835 0.3244065
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 362
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260085 0.07807544 0.1083592 0.02688536 0.3250386
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 363
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126012 0.07828216 0.1082895 0.02677283 0.3256713
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 364
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260158 0.07848893 0.1082549 0.02666076 0.3263046
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 365
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260197 0.07869575 0.1082203 0.02654914 0.3269386
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 366
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260239 0.07890262 0.1081857 0.02643798 0.3275732
## pv
## 0 1
## [1,] 0.853 0.147
##
##
## [1] 367
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260283 0.07910953 0.1081512 0.02632739 0.3282085
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 368
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260329 0.0793165 0.1081166 0.02619713 0.3288443
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 369
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260378 0.07952352 0.1080821 0.0260561 0.3294808
## pv
## 0 1
## [1,] 0.887 0.113
##
##
## [1] 370
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260428 0.07973058 0.1080529 0.0259158 0.330118
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 371
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260481 0.0799377 0.1079948 0.02577624 0.3307557
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 372
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260536 0.08014486 0.1079313 0.02563742 0.3313941
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 373
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260594 0.08035207 0.1078679 0.02549932 0.3320331
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 374
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260653 0.08055932 0.1078045 0.02536194 0.3326727
## pv
## 0 1
## [1,] 0.892 0.108
##
##
## [1] 375
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260714 0.08076663 0.1077377 0.02522529 0.333313
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 376
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260778 0.08097397 0.10763 0.02508936 0.3340081
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 377
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260844 0.08118137 0.1075224 0.02495414 0.3347218
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 378
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260912 0.08138881 0.1074149 0.02481963 0.3354362
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 379
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1260982 0.08159629 0.1073076 0.02468582 0.3361513
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 380
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261054 0.08180382 0.1072003 0.02455272 0.3368672
## pv
## 0 1
## [1,] 0.854 0.146
##
##
## [1] 381
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261129 0.08201139 0.1071068 0.02442032 0.3375839
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 382
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261205 0.08221901 0.1070211 0.02428862 0.3383013
## pv
## 0 1
## [1,] 0.884 0.116
##
##
## [1] 383
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261284 0.08242667 0.1069355 0.02415761 0.3390194
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 384
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261364 0.08263437 0.10685 0.02402729 0.339716
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 385
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261447 0.08284212 0.1067645 0.02389766 0.3403663
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 386
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261532 0.08304991 0.1066904 0.0237687 0.3410172
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 387
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261619 0.08325774 0.1066214 0.02364093 0.3416687
## pv
## 0 1
## [1,] 0.887 0.113
##
##
## [1] 388
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261708 0.08346561 0.1065524 0.02353042 0.3423208
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 389
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261799 0.08367352 0.1064834 0.02342041 0.3429734
## pv
## 0 1
## [1,] 0.848 0.152
##
##
## [1] 390
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261893 0.08388147 0.1064145 0.0233109 0.3436267
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 391
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1261988 0.08408946 0.1063456 0.02320189 0.3442806
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 392
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262085 0.08429749 0.1062768 0.02309338 0.3449351
## pv
## 0 1
## [1,] 0.843 0.157
##
##
## [1] 393
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262185 0.08450556 0.106208 0.0229857 0.3455901
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 394
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262286 0.08471367 0.1061392 0.02287892 0.3462458
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 395
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126239 0.08492182 0.1060705 0.02277262 0.346902
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 396
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262496 0.08513 0.1060018 0.02266681 0.3475588
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 397
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262603 0.08533822 0.1059331 0.02256147 0.3482162
## pv
## 0 1
## [1,] 0.856 0.144
##
##
## [1] 398
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262713 0.08554648 0.1058645 0.02245662 0.3488742
## pv
## 0 1
## [1,] 0.858 0.142
##
##
## [1] 399
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262825 0.08575478 0.105796 0.02235224 0.3495327
## pv
## 0 1
## [1,] 0.894 0.106
##
##
## [1] 400
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1262938 0.08596311 0.1057274 0.02224833 0.3501919
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 401
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263054 0.08617148 0.1056589 0.02214982 0.3508516
## pv
## 0 1
## [1,] 0.887 0.113
##
##
## [1] 402
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263172 0.08637988 0.1055905 0.02205801 0.3515118
## pv
## 0 1
## [1,] 0.891 0.109
##
##
## [1] 403
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263291 0.08658831 0.1055221 0.02196658 0.3521727
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 404
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263413 0.08679679 0.1054537 0.02187551 0.3528341
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 405
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263537 0.08700529 0.1053854 0.02178481 0.353496
## pv
## 0 1
## [1,] 0.893 0.107
##
##
## [1] 406
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1263663 0.08721383 0.1053171 0.02169448 0.3541585
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 407
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126379 0.0874224 0.1052488 0.02160452 0.3548216
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 408
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126392 0.087631 0.1051493 0.02151492 0.3554853
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 409
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264052 0.08783964 0.1050376 0.02142569 0.3561495
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 410
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264185 0.0880483 0.1049463 0.02133682 0.3568142
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 411
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264321 0.088257 0.1048747 0.02124852 0.3574795
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 412
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264459 0.08846573 0.1048031 0.02116061 0.3581454
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 413
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264598 0.08867449 0.1047306 0.02107306 0.3588118
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 414
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264739 0.08888327 0.104644 0.02098586 0.3594788
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 415
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1264883 0.08909209 0.1045574 0.02089901 0.3601463
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 416
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265028 0.08930094 0.1044709 0.02081251 0.3608143
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 417
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265175 0.08950981 0.1043845 0.02072637 0.3614829
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 418
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265324 0.08971871 0.1042981 0.02064057 0.362152
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 419
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265476 0.08992764 0.1042118 0.02055512 0.3628216
## pv
## 0 1
## [1,] 0.892 0.108
##
##
## [1] 420
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265629 0.0901366 0.1041375 0.02047002 0.3634918
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 421
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1265783 0.09034558 0.1040783 0.02038526 0.3641625
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 422
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126594 0.09055459 0.1040191 0.02030085 0.3648338
## pv
## 0 1
## [1,] 0.898 0.102
##
##
## [1] 423
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266099 0.09076362 0.10396 0.02021678 0.3655055
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 424
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266259 0.09097268 0.1039008 0.02013305 0.3661778
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 425
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266422 0.09118176 0.1038418 0.02004965 0.3668506
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 426
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266586 0.09139087 0.1037827 0.0199666 0.367524
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 427
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1266752 0.0916 0.1037237 0.01988389 0.3681978
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 428
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126692 0.09180915 0.1036647 0.01980151 0.3688722
## pv
## 0 1
## [1,] 0.888 0.112
##
##
## [1] 429
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.126709 0.09201832 0.1036057 0.01971946 0.369547
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 430
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267262 0.09222752 0.1035468 0.01963775 0.3702224
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 431
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267436 0.09243674 0.1034879 0.01955637 0.3708983
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 432
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267611 0.09264598 0.103429 0.01947532 0.3715747
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 433
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267789 0.09285524 0.1033702 0.0193946 0.3722516
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 434
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1267968 0.09306452 0.1033114 0.01931421 0.372929
## pv
## 0 1
## [1,] 0.87 0.13
##
##
## [1] 435
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1268149 0.09327382 0.1032526 0.01923414 0.3736069
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 436
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1268331 0.09348314 0.1031938 0.0191544 0.3742853
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 437
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1268516 0.09369248 0.1031351 0.01907499 0.3749642
## pv
## 0 1
## [1,] 0.861 0.139
##
##
## [1] 438
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1268702 0.09390183 0.1030764 0.01899589 0.3756436
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 439
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1268891 0.09411121 0.1030178 0.01891712 0.3763235
## pv
## 0 1
## [1,] 0.858 0.142
##
##
## [1] 440
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269081 0.0943206 0.1029592 0.01883321 0.3770039
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 441
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269273 0.09453001 0.1028802 0.01873386 0.3776847
## pv
## 0 1
## [1,] 0.887 0.113
##
##
## [1] 442
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269466 0.09473943 0.1027836 0.01863503 0.378366
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 443
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269662 0.09494887 0.1026704 0.01853671 0.3790479
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 444
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1269859 0.09515832 0.1025555 0.0184389 0.3797302
## pv
## 0 1
## [1,] 0.864 0.136
##
##
## [1] 445
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270058 0.09536779 0.1024407 0.0183416 0.3804129
## pv
## 0 1
## [1,] 0.857 0.143
##
##
## [1] 446
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270259 0.09557727 0.102326 0.0182448 0.3810962
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 447
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270461 0.09578677 0.1022272 0.01815815 0.3817799
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 448
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270665 0.09599628 0.1021439 0.01808098 0.3824641
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 449
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1270871 0.0962058 0.1020608 0.01800413 0.3831487
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 450
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1271079 0.09641534 0.1019662 0.0179276 0.3838338
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 451
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1271289 0.09662488 0.1018437 0.01785139 0.3845194
## pv
## 0 1
## [1,] 0.88 0.12
##
##
## [1] 452
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.12715 0.09683444 0.1017213 0.0177755 0.3852054
## pv
## 0 1
## [1,] 0.857 0.143
##
##
## [1] 453
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1271713 0.09704401 0.1015991 0.01769992 0.3858919
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 454
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1271927 0.09725359 0.101477 0.01762466 0.3865789
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 455
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1272144 0.09746318 0.101355 0.01754972 0.3872662
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 456
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1272362 0.09767277 0.1012332 0.01747509 0.3879541
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 457
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1272582 0.09788238 0.1011115 0.01740077 0.3886424
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 458
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1272803 0.09809199 0.1009899 0.01732677 0.3893311
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 459
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1273027 0.09830161 0.1008685 0.01725307 0.3900203
## pv
## 0 1
## [1,] 0.874 0.126
##
##
## [1] 460
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1273252 0.09851124 0.1007472 0.01717968 0.3907099
## pv
## 0 1
## [1,] 0.856 0.144
##
##
## [1] 461
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1273478 0.09872088 0.100626 0.0171066 0.3914
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 462
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1273707 0.09893052 0.1005065 0.01703383 0.3920904
## pv
## 0 1
## [1,] 0.882 0.118
##
##
## [1] 463
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1273937 0.09914017 0.1003938 0.01696136 0.3927814
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 464
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1274168 0.09934982 0.1003098 0.01688919 0.3934727
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 465
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1274402 0.09955948 0.1002261 0.01681732 0.3941645
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 466
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1274637 0.09976914 0.1001425 0.01674139 0.3948567
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 467
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1274873 0.0999788 0.1000655 0.01666376 0.3955493
## pv
## 0 1
## [1,] 0.86 0.14
##
##
## [1] 468
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1275112 0.1001885 0.09998926 0.01658649 0.3962424
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 469
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1275352 0.1003981 0.09991305 0.01650957 0.3969358
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 470
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1275593 0.1006078 0.0998369 0.016433 0.3976297
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 471
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1275837 0.1008175 0.0997608 0.01635678 0.398324
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 472
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1276082 0.1010272 0.09968618 0.01628091 0.3990187
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 473
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1276328 0.1012368 0.09963949 0.01620538 0.3997138
## pv
## 0 1
## [1,] 0.875 0.125
##
##
## [1] 474
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1276576 0.1014465 0.09959282 0.01613039 0.4004093
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 475
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1276826 0.1016562 0.09953612 0.0160558 0.4011052
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 476
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1277078 0.1018659 0.09945855 0.01598155 0.4018015
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 477
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1277331 0.1020755 0.0993736 0.01590763 0.4024982
## pv
## 0 1
## [1,] 0.878 0.122
##
##
## [1] 478
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1277585 0.1022852 0.09927237 0.01583405 0.4031953
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 479
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1277841 0.1024949 0.09917766 0.01576081 0.4038928
## pv
## 0 1
## [1,] 0.879 0.121
##
##
## [1] 480
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1278099 0.1027045 0.09908305 0.01568789 0.4045906
## pv
## 0 1
## [1,] 0.863 0.137
##
##
## [1] 481
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1278359 0.1029142 0.09898852 0.01561531 0.4052889
## pv
## 0 1
## [1,] 0.871 0.129
##
##
## [1] 482
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1278619 0.1031239 0.09889408 0.01554307 0.4059875
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 483
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1278882 0.1033335 0.0987874 0.01547115 0.4066866
## pv
## 0 1
## [1,] 0.877 0.123
##
##
## [1] 484
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1279146 0.1035432 0.09866446 0.01539955 0.407386
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 485
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1279412 0.1037528 0.09854464 0.01532829 0.4080857
## pv
## 0 1
## [1,] 0.866 0.134
##
##
## [1] 486
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1279679 0.1039624 0.09843096 0.01525735 0.4087859
## pv
## 0 1
## [1,] 0.873 0.127
##
##
## [1] 487
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1279948 0.1041721 0.09832916 0.01518673 0.4094864
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 488
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1280218 0.1043817 0.09822746 0.01511643 0.4101873
## pv
## 0 1
## [1,] 0.867 0.133
##
##
## [1] 489
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.128049 0.1045913 0.09812586 0.01504645 0.4108886
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 490
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1280764 0.1048009 0.09802436 0.0149768 0.4115902
## pv
## 0 1
## [1,] 0.859 0.141
##
##
## [1] 491
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1281039 0.1050105 0.09792296 0.01490746 0.4122921
## pv
## 0 1
## [1,] 0.869 0.131
##
##
## [1] 492
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1281315 0.1052201 0.09782167 0.01483844 0.4129945
## pv
## 0 1
## [1,] 0.881 0.119
##
##
## [1] 493
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1281593 0.1054297 0.09772047 0.01476973 0.4136972
## pv
## 0 1
## [1,] 0.865 0.135
##
##
## [1] 494
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1281873 0.1056392 0.09761938 0.01470133 0.4144002
## pv
## 0 1
## [1,] 0.876 0.124
##
##
## [1] 495
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1282154 0.1058488 0.09752294 0.01463325 0.4151036
## pv
## 0 1
## [1,] 0.85 0.15
##
##
## [1] 496
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1282436 0.1060584 0.09745061 0.01456548 0.4158073
## pv
## 0 1
## [1,] 0.868 0.132
##
##
## [1] 497
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1282721 0.1062679 0.09737833 0.01449801 0.4165114
## pv
## 0 1
## [1,] 0.883 0.117
##
##
## [1] 498
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1283006 0.1064774 0.09730609 0.01443086 0.4172158
## pv
## 0 1
## [1,] 0.862 0.138
##
##
## [1] 499
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1283293 0.1066869 0.0972339 0.01436401 0.4179206
## pv
## 0 1
## [1,] 0.872 0.128
##
##
## [1] 500
##
##
## sim range :
## -----
## ev
## mean sd 50% 2.5% 97.5%
## [1,] 0.1283582 0.1068964 0.09716176 0.01429747 0.4186256
## pv
## 0 1
## [1,] 0.861 0.139fd <- z.tit$get_qi(xvalue="x1", qi="fd")
summary(fd)## V1
## Min. :0.1072
## 1st Qu.:0.2253
## Median :0.2547
## Mean :0.2541
## 3rd Qu.:0.2838
## Max. :0.3950z.tit$setx(sex = "male", pclass = "1st")
z.tit$setx1(sex = "female", pclass = "1st")
z.tit$sim()
z.tit$graph()
sd1 <- z.tit$get_qi(xvalue="x1", qi="fd")
summary(sd1)## V1
## Min. :0.3589
## 1st Qu.:0.4863
## Median :0.5213
## Mean :0.5196
## 3rd Qu.:0.5512
## Max. :0.6665z.tit$setx(sex = "male", pclass = "2nd")
z.tit$setx1(sex = "female", pclass = "2nd")
z.tit$sim()
z.tit$graph()
sd2 <- z.tit$get_qi(xvalue="x1", qi="fd")
summary(sd2)## V1
## Min. :0.5549
## 1st Qu.:0.7229
## Median :0.7523
## Mean :0.7486
## 3rd Qu.:0.7777
## Max. :0.8481z.tit$setx(sex = "male", pclass = "3rd")
z.tit$setx1(sex = "female", pclass = "3rd")
z.tit$sim()
z.tit$graph()
sd3 <- z.tit$get_qi(xvalue="x1", qi="fd")
summary(sd3)## V1
## Min. :0.1339
## 1st Qu.:0.2237
## Median :0.2532
## Mean :0.2546
## 3rd Qu.:0.2851
## Max. :0.4117dfd <- as.data.frame(cbind(sd1, sd2, sd3))
head(dfd)## V1 V2 V3
## 1 0.4268664 0.7558929 0.2212160
## 2 0.5860067 0.7339617 0.2407380
## 3 0.5739906 0.6947813 0.2588275
## 4 0.4967655 0.7868532 0.2514984
## 5 0.5053193 0.7395004 0.2554678
## 6 0.5160091 0.7483637 0.3006390We use the following code found above to put the class variations in sex difference using Zelig in one place.