#impoting the data set
library(readr)
drought <- read_csv("~/Jihad/drought.csv")## Parsed with column specification:
## cols(
## rep = col_double(),
## blk = col_double(),
## plot = col_double(),
## entry = col_double(),
## pedigree = col_character(),
## year = col_double(),
## gyd = col_double(),
## ad = col_double(),
## asi = col_double(),
## ph = col_double(),
## eh = col_double(),
## epp = col_double(),
## np = col_double(),
## canopeo_1 = col_double(),
## canopeo_2 = col_double(),
## canopeo_3 = col_double(),
## sen_1 = col_double(),
## sen_2 = col_double()
## )View(drought)
attach(drought)
names(drought)## [1] "rep" "blk" "plot" "entry" "pedigree"
## [6] "year" "gyd" "ad" "asi" "ph"
## [11] "eh" "epp" "np" "canopeo_1" "canopeo_2"
## [16] "canopeo_3" "sen_1" "sen_2"rep=as.factor(rep)
blk=as.factor(blk)
pedigree=as.factor(pedigree)
year=as.factor(year)
plot=as.factor(plot)loading therequired packages
library(lme4)## Loading required package: Matrixlibrary(lmerTest)## Warning: package 'lmerTest' was built under R version 3.5.3##
## Attaching package: 'lmerTest'## The following object is masked from 'package:lme4':
##
## lmer## The following object is masked from 'package:stats':
##
## steplibrary(ggplot2)
library(psych)##
## Attaching package: 'psych'## The following objects are masked from 'package:ggplot2':
##
## %+%, alphalibrary(agricolae)
require(MASS)## Loading required package: MASSlibrary(Hmisc)## Warning: package 'Hmisc' was built under R version 3.5.3## Loading required package: lattice## Loading required package: survival## Loading required package: Formula##
## Attaching package: 'Hmisc'## The following object is masked from 'package:psych':
##
## describe## The following objects are masked from 'package:base':
##
## format.pval, unitslibrary(lubridate) # for working with dates##
## Attaching package: 'lubridate'## The following object is masked from 'package:base':
##
## datelibrary(scales) # to access breaks/formatting functions##
## Attaching package: 'scales'## The following objects are masked from 'package:psych':
##
## alpha, rescale## The following object is masked from 'package:readr':
##
## col_factorlibrary(gridExtra) # for arranging plots
library(ggthemes)Descriptive Statistics
#describeBy(gyd,pedigree)
describeBy(gyd,year)##
## Descriptive statistics by group
## group: 1999
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 9 3.16 0.99 2.89 3.16 0.8 2.04 4.86 2.82 0.63 -1.29 0.33
## --------------------------------------------------------
## group: 2000
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 9 2.95 0.87 2.64 2.95 0.52 1.74 4.43 2.69 0.37 -1.36 0.29
## --------------------------------------------------------
## group: 2001
## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 6 2.34 1.08 2.47 2.34 1.26 0.94 3.61 2.67 -0.09 -2.02
## se
## X1 0.44
## --------------------------------------------------------
## group: 2002
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 9 3.42 1.06 3.43 3.42 1.41 2.17 4.97 2.8 0.08 -1.83 0.35
## --------------------------------------------------------
## group: 2003
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 9 3.28 1.33 2.91 3.28 1.03 1.33 5.33 4 0.26 -1.44 0.44
## --------------------------------------------------------
## group: 2004
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 9 3.5 0.81 3.88 3.5 0.9 2.1 4.49 2.39 -0.38 -1.52 0.27
## --------------------------------------------------------
## group: 2005
## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 12 3.02 1.04 3.08 3.03 1.46 1.58 4.38 2.79 -0.01 -1.8
## se
## X1 0.3
## --------------------------------------------------------
## group: 2006
## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 9 3.21 0.93 3.7 3.21 0.62 1.58 4.12 2.53 -0.62 -1.39
## se
## X1 0.31
## --------------------------------------------------------
## group: 2007
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 9 2.55 0.59 2.76 2.55 0.27 1.6 3.38 1.78 -0.43 -1.33 0.2
## --------------------------------------------------------
## group: 2008
## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 9 2.82 0.67 2.76 2.82 0.98 1.65 3.61 1.96 -0.28 -1.32
## se
## X1 0.22
## --------------------------------------------------------
## group: 2009
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 12 3.25 1.04 3.37 3.29 0.99 1.3 4.86 3.56 -0.36 -1.06 0.3
## --------------------------------------------------------
## group: 2010
## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 9 3.67 1.05 3.66 3.67 0.75 1.93 5.17 3.23 -0.16 -1.22
## se
## X1 0.35
## --------------------------------------------------------
## group: 2011
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 9 2.94 1 2.32 2.94 0.91 1.71 4.47 2.76 0.27 -1.78 0.33
## --------------------------------------------------------
## group: 2012
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 12 3.59 1.37 3.74 3.59 1.38 1.41 5.83 4.41 -0.1 -1.4 0.4
## --------------------------------------------------------
## group: 2013
## vars n mean sd median trimmed mad min max range skew kurtosis se
## X1 1 15 3.06 1.05 2.81 3.05 1.49 1.6 4.66 3.06 0 -1.47 0.27
## --------------------------------------------------------
## group: 2014
## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 12 3.31 1.02 3.3 3.27 0.99 1.66 5.36 3.7 0.21 -0.76
## se
## X1 0.29
## --------------------------------------------------------
## group: 2015
## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 36 3.66 1.01 3.57 3.62 1.08 1.87 6.04 4.17 0.41 -0.49
## se
## X1 0.17
## --------------------------------------------------------
## group: 2016
## vars n mean sd median trimmed mad min max range skew kurtosis
## X1 1 21 3.35 1.17 3.19 3.3 1.19 1.29 5.46 4.18 0.31 -1.06
## se
## X1 0.25summary(drought)## rep blk plot entry
## Min. :1 Min. : 1.00 Min. : 1.00 Min. : 4.00
## 1st Qu.:1 1st Qu.:12.00 1st Qu.: 57.75 1st Qu.:21.75
## Median :2 Median :23.00 Median :113.50 Median :39.50
## Mean :2 Mean :23.06 Mean :113.31 Mean :39.50
## 3rd Qu.:3 3rd Qu.:34.00 3rd Qu.:169.25 3rd Qu.:57.25
## Max. :3 Max. :45.00 Max. :225.00 Max. :75.00
## pedigree year gyd ad
## Length:216 Min. :1999 Min. :0.9412 Min. : 68.00
## Class :character 1st Qu.:2005 1st Qu.:2.4626 1st Qu.: 75.00
## Mode :character Median :2010 Median :3.2183 Median : 76.00
## Mean :2009 Mean :3.2589 Mean : 76.27
## 3rd Qu.:2015 3rd Qu.:4.0628 3rd Qu.: 77.00
## Max. :2016 Max. :6.0376 Max. :101.00
## asi ph eh epp
## Min. :-3.000 Min. :151.6 Min. : 19.60 Min. :0.4615
## 1st Qu.: 0.000 1st Qu.:191.2 1st Qu.: 92.78 1st Qu.:0.7584
## Median : 0.000 Median :199.2 Median :102.30 Median :0.8077
## Mean : 0.787 Mean :201.1 Mean :103.05 Mean :0.8024
## 3rd Qu.: 2.000 3rd Qu.:212.7 3rd Qu.:113.10 3rd Qu.:0.8505
## Max. : 6.000 Max. :251.6 Max. :145.00 Max. :1.0606
## np canopeo_1 canopeo_2 canopeo_3
## Min. :11.00 Min. :44.83 Min. :42.52 Min. :43.34
## 1st Qu.:25.00 1st Qu.:63.99 1st Qu.:75.08 1st Qu.:59.97
## Median :28.00 Median :69.03 Median :79.59 Median :64.78
## Mean :27.35 Mean :68.32 Mean :77.66 Mean :66.29
## 3rd Qu.:30.00 3rd Qu.:72.59 3rd Qu.:83.11 3rd Qu.:72.17
## Max. :34.00 Max. :83.21 Max. :93.34 Max. :94.44
## sen_1 sen_2
## Min. :0.000 Min. :0.500
## 1st Qu.:0.500 1st Qu.:1.000
## Median :1.000 Median :1.000
## Mean :1.278 Mean :1.241
## 3rd Qu.:1.500 3rd Qu.:1.500
## Max. :4.000 Max. :2.000Regression analysis
#building a linear model
lm_1<-aov(gyd~pedigree+rep+blk+year,data = drought)
anova(lm_1)## Analysis of Variance Table
##
## Response: gyd
## Df Sum Sq Mean Sq F value Pr(>F)
## pedigree 71 88.526 1.247 1.6225 0.007648 **
## rep 1 38.681 38.681 50.3353 5.653e-11 ***
## blk 1 0.556 0.556 0.7230 0.396598
## Residuals 142 109.121 0.768
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1y<-HSD.test(lm_1,"pedigree",group =TRUE)
y## $statistics
## MSerror Df Mean CV MSD
## 0.7684577 142 3.258919 26.89902 3.050703
##
## $parameters
## test name.t ntr StudentizedRange alpha
## Tukey pedigree 72 6.027685 0.05
##
## $means
## gyd std r Min Max Q25 Q50
## CZH00011 2.904322 0.91214766 3 2.3242218 3.955704 2.378631 2.433040
## CZH00013 2.647833 0.91018962 3 1.7413755 3.561709 2.190895 2.640414
## CZH00020 3.297022 1.01633272 3 2.4664040 4.430306 2.730381 2.994357
## CZH01006 2.711584 1.15324312 3 1.4119260 3.612683 2.261034 3.110142
## CZH01008 1.959472 1.06760725 3 0.9411765 3.070360 1.404028 1.866880
## CZH02004 3.517948 1.12082751 3 2.2287238 4.260948 3.146448 4.064172
## CZH02006 2.782820 0.63304134 3 2.1669324 3.431723 2.458368 2.749804
## CZH02008 3.967937 1.31237071 3 2.4821136 4.968847 3.467482 4.452851
## CZH03002 4.099139 1.28446950 3 2.7693033 5.332840 3.482288 4.195274
## CZH03005 2.353025 0.98860525 3 1.3333333 3.307294 1.875890 2.418447
## CZH03006 3.384480 1.47057500 3 2.2130286 5.034803 2.559319 2.905609
## CZH04001 2.877026 0.91311718 3 2.1034021 3.884251 2.373414 2.643426
## CZH04005 3.751157 0.57884325 3 3.0976125 4.199253 3.527108 3.956604
## CZH04007 3.864484 0.77065470 3 3.0039538 4.491025 3.551214 4.098474
## CZH0524 2.129351 0.42932878 3 1.7413755 2.590602 1.898726 2.056076
## CZH0526 3.541790 1.23742098 3 2.1200672 4.376094 3.124639 4.129210
## CZH0527 3.221248 1.45157205 3 1.5848569 4.353656 2.655044 3.725230
## CZH0528 3.206259 0.68297138 3 2.4189992 3.640094 2.989341 3.559684
## CZH0615 2.618826 0.63981014 3 1.9614566 3.239497 2.308491 2.655525
## CZH0623 3.927217 0.21255200 3 3.6989132 4.119384 3.831133 3.963353
## CZH0629 3.088539 1.30942167 3 1.5844948 3.974626 2.645496 3.706496
## CZH0728 2.850555 0.08162443 3 2.7626667 2.923983 2.813842 2.865016
## CZH0733 2.178164 0.43773373 3 1.7099993 2.577253 1.978619 2.247239
## CZH0735 2.634952 0.92470259 3 1.6000000 3.379872 2.262491 2.924983
## CZH0836 2.672436 0.94002979 3 1.6472471 3.493894 2.261706 2.876165
## CZH088 2.490912 0.34471670 3 2.1031619 2.762677 2.355030 2.606897
## CZH089 3.289501 0.51993827 3 2.6894037 3.605294 3.131605 3.573807
## CZH0928 4.126749 0.80872364 3 3.2600471 4.861189 3.759529 4.259012
## CZH0932 2.692578 1.23756771 3 1.3019608 3.672863 2.202435 3.102910
## CZH0935 3.851352 0.32480066 3 3.4781562 4.070185 3.741936 4.005715
## CZH0946 2.344045 0.55374765 3 2.0239919 2.983458 2.024339 2.024686
## CZH1032 3.585833 1.61851105 3 1.9307348 5.165090 2.796205 3.661675
## CZH1033 3.850751 1.31862722 3 2.4035657 4.984245 3.284004 4.164442
## CZH1036 3.588243 0.13384578 3 3.4356311 3.685690 3.539519 3.643407
## CZH1122 2.798515 0.82287859 3 2.3231606 3.748693 2.323426 2.323691
## CZH1123 3.622450 1.14205076 3 2.3234259 4.468641 3.199354 4.075282
## CZH1134 2.393812 0.92499094 3 1.7099993 3.446287 1.867574 2.025148
## CZH1243 3.671256 1.91041820 3 2.1821365 5.825280 2.594244 3.006351
## CZH1258 3.548465 0.82312620 3 2.9112471 4.477813 3.083792 3.256336
## CZH1261 4.664920 0.25654535 3 4.3724692 4.852010 4.571375 4.770280
## CZH1270 2.482011 1.52674629 3 1.4117647 4.230346 1.607843 1.803922
## CZH132117 2.709245 0.06379167 3 2.6401129 2.765833 2.680951 2.721789
## CZH132118 2.862635 0.86315553 3 2.0253795 3.749547 2.419178 2.812977
## CZH132119 2.412376 1.32524172 3 1.6472471 3.942633 1.647247 1.647247
## CZH132163 3.902502 0.71425099 3 3.2351641 4.655873 3.525816 3.816469
## CZH132169 3.436721 1.60740161 3 1.6003657 4.588542 2.860811 4.121256
## CZH142020 4.441567 0.80689251 3 3.8719677 5.364914 3.979893 4.087818
## CZH142055 3.202495 1.33617737 3 1.6631252 4.062322 2.772581 3.882037
## CZH142056 2.479765 0.42360425 3 2.0251482 2.863385 2.287954 2.550760
## CZH142060 3.121093 0.31744959 3 2.7711964 3.390664 2.986307 3.201418
## CZH15002 3.966296 1.36927947 3 2.9708047 5.527843 3.185522 3.400239
## CZH15013 3.428212 1.28108124 3 2.4512538 4.878634 2.703001 2.954749
## CZH15017 4.234068 0.62737675 3 3.5790969 4.829623 3.936291 4.293486
## CZH15183 3.617019 0.73995872 3 2.7661481 4.109931 3.370563 3.974977
## CZH15185 2.488815 0.51304940 3 1.8989069 2.830951 2.317747 2.736586
## CZH15188 3.951300 0.97585371 3 2.8293378 4.602789 3.625555 4.421773
## CZH15212 3.777425 0.56831856 3 3.1215005 4.122955 3.604659 4.087818
## CZH15343 4.104479 1.18403516 3 3.2862996 5.462187 3.425625 3.564951
## CZH15467 3.621942 0.24032603 3 3.3591234 3.830497 3.517664 3.676205
## CZH15572 3.258349 1.70327054 3 1.8677333 5.158136 2.308455 2.749176
## CZH15575 3.288967 0.47274849 3 2.7504314 3.635539 3.115680 3.480930
## CZH15603 4.219066 1.72889386 3 2.5965176 6.037602 3.309799 4.023079
## CZH16048 2.575220 0.34225241 3 2.1983373 2.866648 2.429506 2.660675
## CZH16333 3.650717 1.02808611 3 2.4664040 4.313675 3.319238 4.172072
## CZH16334 3.652022 1.29563005 3 2.4030171 4.989720 2.983174 3.563330
## CZH16335 2.746930 1.65920109 3 1.2862745 4.550949 1.844920 2.403566
## CZH16340 4.767649 1.18827538 3 3.3955926 5.463427 4.419759 5.443926
## CZH16374 2.924329 1.01246680 3 2.1186151 4.060813 2.356087 2.593560
## CZH16389 3.146170 0.73591170 3 2.3894911 3.859388 2.789561 3.189631
## CZH99014 3.237398 1.40640151 3 2.3545546 4.859246 2.426474 2.498393
## CZH99015 3.571462 1.01310813 3 2.5618304 4.588011 3.063188 3.564545
## CZH99019 2.656934 0.53891204 3 2.0401479 3.036793 2.467005 2.893861
## Q75
## CZH00011 3.194372
## CZH00013 3.101062
## CZH00020 3.712332
## CZH01006 3.361413
## CZH01008 2.468620
## CZH02004 4.162560
## CZH02006 3.090763
## CZH02008 4.710849
## CZH03002 4.764057
## CZH03005 2.862871
## CZH03006 3.970206
## CZH04001 3.263839
## CZH04005 4.077929
## CZH04007 4.294750
## CZH0524 2.323339
## CZH0526 4.252652
## CZH0527 4.039443
## CZH0528 3.599889
## CZH0615 2.947511
## CZH0623 4.041369
## CZH0629 3.840561
## CZH0728 2.894499
## CZH0733 2.412246
## CZH0735 3.152428
## CZH0836 3.185030
## CZH088 2.684787
## CZH089 3.589550
## CZH0928 4.560100
## CZH0932 3.387887
## CZH0935 4.037950
## CZH0946 2.504072
## CZH1032 4.413383
## CZH1033 4.574344
## CZH1036 3.664549
## CZH1122 3.036192
## CZH1123 4.271961
## CZH1134 2.735718
## CZH1243 4.415815
## CZH1258 3.867075
## CZH1261 4.811145
## CZH1270 3.017134
## CZH132117 2.743811
## CZH132118 3.281262
## CZH132119 2.794940
## CZH132163 4.236171
## CZH132169 4.354899
## CZH142020 4.726366
## CZH142055 3.972180
## CZH142056 2.707073
## CZH142060 3.296041
## CZH15002 4.464041
## CZH15013 3.916692
## CZH15017 4.561554
## CZH15183 4.042454
## CZH15185 2.783769
## CZH15188 4.512281
## CZH15212 4.105387
## CZH15343 4.513569
## CZH15467 3.753351
## CZH15572 3.953656
## CZH15575 3.558234
## CZH15603 5.030341
## CZH16048 2.763662
## CZH16333 4.242874
## CZH16334 4.276525
## CZH16335 3.477257
## CZH16340 5.453677
## CZH16374 3.327186
## CZH16389 3.524510
## CZH99014 3.678819
## CZH99015 4.076278
## CZH99019 2.965327
##
## $comparison
## NULL
##
## $groups
## gyd groups
## CZH16340 4.767649 a
## CZH1261 4.664920 a
## CZH142020 4.441567 a
## CZH15017 4.234068 a
## CZH15603 4.219066 a
## CZH0928 4.126749 a
## CZH15343 4.104479 a
## CZH03002 4.099139 a
## CZH02008 3.967937 a
## CZH15002 3.966296 a
## CZH15188 3.951300 a
## CZH0623 3.927217 a
## CZH132163 3.902502 a
## CZH04007 3.864484 a
## CZH0935 3.851352 a
## CZH1033 3.850751 a
## CZH15212 3.777425 a
## CZH04005 3.751157 a
## CZH1243 3.671256 a
## CZH16334 3.652022 a
## CZH16333 3.650717 a
## CZH1123 3.622450 a
## CZH15467 3.621942 a
## CZH15183 3.617019 a
## CZH1036 3.588243 a
## CZH1032 3.585833 a
## CZH99015 3.571462 a
## CZH1258 3.548465 a
## CZH0526 3.541790 a
## CZH02004 3.517948 a
## CZH132169 3.436721 a
## CZH15013 3.428212 a
## CZH03006 3.384480 a
## CZH00020 3.297022 a
## CZH089 3.289501 a
## CZH15575 3.288967 a
## CZH15572 3.258349 a
## CZH99014 3.237398 a
## CZH0527 3.221248 a
## CZH0528 3.206259 a
## CZH142055 3.202495 a
## CZH16389 3.146170 a
## CZH142060 3.121093 a
## CZH0629 3.088539 a
## CZH16374 2.924329 a
## CZH00011 2.904322 a
## CZH04001 2.877026 a
## CZH132118 2.862635 a
## CZH0728 2.850555 a
## CZH1122 2.798515 a
## CZH02006 2.782820 a
## CZH16335 2.746930 a
## CZH01006 2.711584 a
## CZH132117 2.709245 a
## CZH0932 2.692578 a
## CZH0836 2.672436 a
## CZH99019 2.656934 a
## CZH00013 2.647833 a
## CZH0735 2.634952 a
## CZH0615 2.618826 a
## CZH16048 2.575220 a
## CZH088 2.490912 a
## CZH15185 2.488815 a
## CZH1270 2.482011 a
## CZH142056 2.479765 a
## CZH132119 2.412376 a
## CZH1134 2.393812 a
## CZH03005 2.353025 a
## CZH0946 2.344045 a
## CZH0733 2.178164 a
## CZH0524 2.129351 a
## CZH01008 1.959472 a
##
## attr(,"class")
## [1] "group"y<-HSD.test(lm_1,"year",group =TRUE)
y## $statistics
## MSerror Df Mean CV
## 0.7684577 142 3.258919 26.89902
##
## $parameters
## test name.t ntr StudentizedRange alpha
## Tukey year 18 5.026379 0.05
##
## $means
## gyd std r Min Max Q25 Q50 Q75
## 1999 3.155265 0.9921226 9 2.0401479 4.859246 2.498393 2.893861 3.564545
## 2000 2.949726 0.8680602 9 1.7413755 4.430306 2.433040 2.640414 3.561709
## 2001 2.335528 1.0759199 6 0.9411765 3.612683 1.525665 2.468620 3.100196
## 2002 3.422902 1.0551085 9 2.1669324 4.968847 2.482114 3.431723 4.260948
## 2003 3.278881 1.3324385 9 1.3333333 5.332840 2.418447 2.905609 4.195274
## 2004 3.497556 0.8122132 9 2.1034021 4.491025 3.003954 3.884251 4.098474
## 2005 3.024662 1.0444647 12 1.5848569 4.376094 2.104069 3.075143 3.826225
## 2006 3.211527 0.9336848 9 1.5844948 4.119384 2.655525 3.698913 3.963353
## 2007 2.554557 0.5930795 9 1.6000000 3.379872 2.247239 2.762667 2.923983
## 2008 2.817616 0.6705509 9 1.6472471 3.605294 2.606897 2.762677 3.493894
## 2009 3.253681 1.0436247 12 1.3019608 4.861189 2.743765 3.369102 4.021833
## 2010 3.674942 1.0542556 9 1.9307348 5.165090 3.435631 3.661675 4.164442
## 2011 2.938259 1.0016386 9 1.7099993 4.468641 2.323161 2.323691 3.748693
## 2012 3.591663 1.3692147 12 1.4117647 5.825280 2.728969 3.743341 4.550930
## 2013 3.064696 1.0521266 15 1.6003657 4.655873 2.332746 2.812977 3.879551
## 2014 3.311230 1.0217736 12 1.6631252 5.364914 2.716087 3.296041 3.927109
## 2015 3.662995 1.0059449 36 1.8677333 6.037602 2.830548 3.572024 4.165588
## 2016 3.351862 1.1683948 21 1.2862745 5.463427 2.403566 3.189631 4.172072
##
## $comparison
## NULL
##
## $groups
## gyd groups
## 2010 3.674942 a
## 2015 3.662995 a
## 2012 3.591663 a
## 2004 3.497556 a
## 2002 3.422902 a
## 2016 3.351862 a
## 2014 3.311230 a
## 2003 3.278881 a
## 2009 3.253681 a
## 2006 3.211527 a
## 1999 3.155265 a
## 2013 3.064696 a
## 2005 3.024662 a
## 2000 2.949726 a
## 2011 2.938259 a
## 2008 2.817616 a
## 2007 2.554557 a
## 2001 2.335528 a
##
## attr(,"class")
## [1] "group"#model=PBIB.test(rep,blk,pedigree,gyd,k=5)
#modelmodel<-aov(gyd~pedigree+rep+year, data=drought)
anova(model)## Analysis of Variance Table
##
## Response: gyd
## Df Sum Sq Mean Sq F value Pr(>F)
## pedigree 71 88.526 1.247 1.6257 0.007369 **
## rep 1 38.681 38.681 50.4330 5.332e-11 ***
## Residuals 143 109.677 0.767
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1out <- LSD.test(model,"rep", p.adj="bonferroni")
out## $statistics
## MSerror Df Mean CV t.value MSD
## 0.7669691 143 3.258919 26.87295 2.42247 0.3535868
##
## $parameters
## test p.ajusted name.t ntr alpha
## Fisher-LSD bonferroni rep 3 0.05
##
## $means
## gyd std r LCL UCL Min Max Q25
## 1 3.609822 0.9953676 72 3.405807 3.813837 1.6472471 6.037602 2.898248
## 2 3.593673 0.9534823 72 3.389659 3.797688 1.6000000 5.463427 2.759608
## 3 2.573261 0.8492612 72 2.369246 2.777275 0.9411765 5.527843 2.024859
## Q50 Q75
## 1 3.637816 4.267630
## 2 3.684086 4.207027
## 3 2.474259 3.027369
##
## $comparison
## NULL
##
## $groups
## gyd groups
## 1 3.609822 a
## 2 3.593673 a
## 3 2.573261 b
##
## attr(,"class")
## [1] "group"bar.group(out$groups,ylim=c(0,10),density=4,border="blue")
#stargraph
bar.err(out$means,variation="range",ylim=c(0,10),bar=FALSE,col=0)
library(lme4)
library(lmerTest)
model = lmer(gyd ~ pedigree +rep+ (1|blk) + (1|blk:rep),
data=drought,REML=TRUE)
anova(model)## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## pedigree 56.151 0.7909 71 112.449 1.9071 0.0010789 **
## rep 7.426 7.4256 1 35.809 17.9062 0.0001537 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1rand(model)## ANOVA-like table for random-effects: Single term deletions
##
## Model:
## gyd ~ pedigree + rep + (1 | blk) + (1 | blk:rep)
## npar logLik AIC LRT Df Pr(>Chisq)
## <none> 76 -209.47 570.95
## (1 | blk) 75 -209.47 568.95 -2.4811e-09 1 1
## (1 | blk:rep) 75 -209.47 568.95 -2.4811e-09 1 1library(multcompView)## Warning: package 'multcompView' was built under R version 3.5.3library(lsmeans)## Warning: package 'lsmeans' was built under R version 3.5.3## Loading required package: emmeans## Warning: package 'emmeans' was built under R version 3.5.3## The 'lsmeans' package is now basically a front end for 'emmeans'.
## Users are encouraged to switch the rest of the way.
## See help('transition') for more information, including how to
## convert old 'lsmeans' objects and scripts to work with 'emmeans'.leastsquare = lsmeans(model,
pairwise ~ pedigree,adjust="tukey",alpha=0.05,group=TRUE) ### Tukey-adjusted comparisons
##leastsquare
y=PBIB.test(blk,pedigree,rep,gyd,k=5,group = TRUE)##
## <<< to see the objects: means, comparison and groups. >>>y## $ANOVA
## Analysis of Variance Table
##
## Response: gyd
## Df Sum Sq Mean Sq F value Pr(>F)
## pedigree 71 56.980 0.80253 1.9273 0.001255 **
## Residuals 100 41.641 0.41641
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $method
## [1] "Residual (restricted) maximum likelihood"
##
## $parameters
## test name.t treatments blockSize blocks r alpha
## PBIB-lsd pedigree 72 5 14.4 3 0.05
##
## $statistics
## Efficiency Mean CV
## 0.7793633 3.258919 19.80096
##
## $model
## Linear mixed-effects model fit by REML
## Data: NULL
## Log-restricted-likelihood: -208.5859
## Fixed: y ~ trt.adj
## (Intercept) trt.adjCZH00013 trt.adjCZH00020 trt.adjCZH01006
## 2.900713351 -0.608120964 0.423372059 -0.046864782
## trt.adjCZH01008 trt.adjCZH02004 trt.adjCZH02006 trt.adjCZH02008
## -0.644183366 0.354368295 -0.095643131 0.891645759
## trt.adjCZH03002 trt.adjCZH03005 trt.adjCZH03006 trt.adjCZH04001
## 0.958822776 -0.459981061 0.563577709 -0.156946912
## trt.adjCZH04005 trt.adjCZH04007 trt.adjCZH0524 trt.adjCZH0526
## 0.353566076 0.721709179 -0.758447139 0.913985611
## trt.adjCZH0527 trt.adjCZH0528 trt.adjCZH0615 trt.adjCZH0623
## 0.167776818 -0.013969733 -0.202865995 0.819802895
## trt.adjCZH0629 trt.adjCZH0728 trt.adjCZH0733 trt.adjCZH0735
## 0.366068664 0.236489374 -0.586453172 -0.382530525
## trt.adjCZH0836 trt.adjCZH088 trt.adjCZH089 trt.adjCZH0928
## -0.172322838 -0.633989502 0.468451176 0.960023975
## trt.adjCZH0932 trt.adjCZH0935 trt.adjCZH0946 trt.adjCZH1032
## 0.062494925 1.051948804 -0.412072271 0.775836912
## trt.adjCZH1033 trt.adjCZH1036 trt.adjCZH1122 trt.adjCZH1123
## 0.721790974 0.704188329 -0.047081329 0.673431844
## trt.adjCZH1134 trt.adjCZH1243 trt.adjCZH1258 trt.adjCZH1261
## -0.201868633 0.883122417 0.398016501 1.589182368
## trt.adjCZH1270 trt.adjCZH132117 trt.adjCZH132118 trt.adjCZH132119
## 0.005557818 0.211808187 0.167102942 -0.018828948
## trt.adjCZH132163 trt.adjCZH132169 trt.adjCZH142020 trt.adjCZH142055
## 0.989461672 0.517532771 1.275249549 0.322208612
## trt.adjCZH142056 trt.adjCZH142060 trt.adjCZH15002 trt.adjCZH15013
## 0.208875440 0.669467446 1.163945137 0.676599099
## trt.adjCZH15017 trt.adjCZH15183 trt.adjCZH15185 trt.adjCZH15188
## 0.943260110 0.739637138 -0.262573798 0.737413097
## trt.adjCZH15212 trt.adjCZH15343 trt.adjCZH15467 trt.adjCZH15572
## 0.572187687 0.979243939 0.777606885 0.706858202
## trt.adjCZH15575 trt.adjCZH15603 trt.adjCZH16048 trt.adjCZH16333
## 0.550896946 1.235091415 -0.582405667 0.658397610
## trt.adjCZH16334 trt.adjCZH16335 trt.adjCZH16340 trt.adjCZH16374
## 0.573508323 0.027723169 1.542269663 -0.009216554
## trt.adjCZH16389 trt.adjCZH99014 trt.adjCZH99015 trt.adjCZH99019
## 0.395690342 0.425444115 0.378455143 0.012966685
##
## Random effects:
## Formula: ~1 | replication
## (Intercept)
## StdDev: 0.5634383
##
## Formula: ~1 | block.adj %in% replication
## (Intercept) Residual
## StdDev: 0.5294719 0.6452973
##
## Number of Observations: 216
## Number of Groups:
## replication block.adj %in% replication
## 3 45
##
## $Fstat
## Fit Statistics
## AIC 567.1718
## BIC 789.9078
## -2 Res Log Likelihood -208.5859
##
## $comparison
## Difference stderr pvalue
## CZH00011 - CZH00013 6.081210e-01 0.5884321 0.3038
## CZH00011 - CZH00020 -4.233721e-01 0.5869423 0.4724
## CZH00011 - CZH01006 4.686477e-02 0.5885103 0.9366
## CZH00011 - CZH01008 6.441833e-01 0.5855115 0.2738
## CZH00011 - CZH02004 -3.543683e-01 0.5919736 0.5508
## CZH00011 - CZH02006 9.564313e-02 0.5873195 0.8710
## CZH00011 - CZH02008 -8.916457e-01 0.5917942 0.1350
## CZH00011 - CZH03002 -9.588228e-01 0.5689899 0.0950
## CZH00011 - CZH03005 4.599811e-01 0.5867662 0.4350
## CZH00011 - CZH03006 -5.635777e-01 0.5658424 0.3216
## CZH00011 - CZH04001 1.569469e-01 0.5673730 0.7826
## CZH00011 - CZH04005 -3.535660e-01 0.5898471 0.5502
## CZH00011 - CZH04007 -7.217092e-01 0.5854674 0.2206
## CZH00011 - CZH0524 7.584471e-01 0.5908061 0.2022
## CZH00011 - CZH0526 -9.139856e-01 0.5899001 0.1244
## CZH00011 - CZH0527 -1.677768e-01 0.5672713 0.7680
## CZH00011 - CZH0528 1.396976e-02 0.5880545 0.9810
## CZH00011 - CZH0615 2.028660e-01 0.5866938 0.7302
## CZH00011 - CZH0623 -8.198029e-01 0.5906400 0.1682
## CZH00011 - CZH0629 -3.660687e-01 0.5887992 0.5356
## CZH00011 - CZH0728 -2.364894e-01 0.5867123 0.6878
## CZH00011 - CZH0733 5.864532e-01 0.5902735 0.3228
## CZH00011 - CZH0735 3.825305e-01 0.5918970 0.5196
## CZH00011 - CZH0836 1.723228e-01 0.5690973 0.7626
## CZH00011 - CZH088 6.339895e-01 0.5848842 0.2810
## CZH00011 - CZH089 -4.684512e-01 0.5657929 0.4096
## CZH00011 - CZH0928 -9.600239e-01 0.5913888 0.1076
## CZH00011 - CZH0932 -6.249494e-02 0.5905382 0.9160
## CZH00011 - CZH0935 -1.051949e+00 0.5905651 0.0780
## CZH00011 - CZH0946 4.120723e-01 0.5884581 0.4854
## CZH00011 - CZH1032 -7.758369e-01 0.5885864 0.1904
## CZH00011 - CZH1033 -7.217910e-01 0.5882633 0.2228
## CZH00011 - CZH1036 -7.041883e-01 0.5905023 0.2358
## CZH00011 - CZH1122 4.708133e-02 0.5885473 0.9364
## CZH00011 - CZH1123 -6.734318e-01 0.5685490 0.2390
## CZH00011 - CZH1134 2.018686e-01 0.5882026 0.7322
## CZH00011 - CZH1243 -8.831224e-01 0.5899855 0.1376
## CZH00011 - CZH1258 -3.980165e-01 0.5884997 0.5004
## CZH00011 - CZH1261 -1.589182e+00 0.5886745 0.0082
## CZH00011 - CZH1270 -5.557855e-03 0.5904393 0.9926
## CZH00011 - CZH132117 -2.118082e-01 0.5865727 0.7188
## CZH00011 - CZH132118 -1.671030e-01 0.5655897 0.7682
## CZH00011 - CZH132119 1.882891e-02 0.5887638 0.9746
## CZH00011 - CZH132163 -9.894617e-01 0.5870944 0.0950
## CZH00011 - CZH132169 -5.175328e-01 0.5886297 0.3814
## CZH00011 - CZH142020 -1.275250e+00 0.5872864 0.0322
## CZH00011 - CZH142055 -3.222086e-01 0.5870972 0.5844
## CZH00011 - CZH142056 -2.088755e-01 0.5886327 0.7234
## CZH00011 - CZH142060 -6.694675e-01 0.5888648 0.2584
## CZH00011 - CZH15002 -1.163945e+00 0.5899810 0.0512
## CZH00011 - CZH15013 -6.765991e-01 0.5671840 0.2358
## CZH00011 - CZH15017 -9.432601e-01 0.5864786 0.1110
## CZH00011 - CZH15183 -7.396371e-01 0.5885937 0.2118
## CZH00011 - CZH15185 2.625738e-01 0.5872505 0.6558
## CZH00011 - CZH15188 -7.374131e-01 0.5887335 0.2132
## CZH00011 - CZH15212 -5.721877e-01 0.5686404 0.3168
## CZH00011 - CZH15343 -9.792439e-01 0.5869828 0.0984
## CZH00011 - CZH15467 -7.776069e-01 0.5887484 0.1896
## CZH00011 - CZH15572 -7.068582e-01 0.5672969 0.2156
## CZH00011 - CZH15575 -5.508970e-01 0.5902090 0.3528
## CZH00011 - CZH15603 -1.235091e+00 0.5869883 0.0378
## CZH00011 - CZH16048 5.824057e-01 0.5917149 0.3274
## CZH00011 - CZH16333 -6.583976e-01 0.5887068 0.2660
## CZH00011 - CZH16334 -5.735083e-01 0.5869326 0.3308
## CZH00011 - CZH16335 -2.772318e-02 0.5865859 0.9624
## CZH00011 - CZH16340 -1.542270e+00 0.5867319 0.0100
## CZH00011 - CZH16374 9.216552e-03 0.5883794 0.9876
## CZH00011 - CZH16389 -3.956904e-01 0.5905475 0.5044
## CZH00011 - CZH99014 -4.254441e-01 0.5884223 0.4714
## CZH00011 - CZH99015 -3.784551e-01 0.5918878 0.5240
## CZH00011 - CZH99019 -1.296671e-02 0.5898944 0.9826
## CZH00013 - CZH00020 -1.031493e+00 0.5892112 0.0830
## CZH00013 - CZH01006 -5.612562e-01 0.5854332 0.3400
## CZH00013 - CZH01008 3.606234e-02 0.5853816 0.9510
## CZH00013 - CZH02004 -9.624893e-01 0.5657711 0.0920
## CZH00013 - CZH02006 -5.124779e-01 0.5855205 0.3836
## CZH00013 - CZH02008 -1.499767e+00 0.5863292 0.0120
## CZH00013 - CZH03002 -1.566944e+00 0.5903609 0.0092
## CZH00013 - CZH03005 -1.481399e-01 0.5852092 0.8006
## CZH00013 - CZH03006 -1.171699e+00 0.5672327 0.0414
## CZH00013 - CZH04001 -4.511741e-01 0.5869362 0.4438
## CZH00013 - CZH04005 -9.616870e-01 0.5869717 0.1044
## CZH00013 - CZH04007 -1.329830e+00 0.5874061 0.0258
## CZH00013 - CZH0524 1.503261e-01 0.5876146 0.7986
## CZH00013 - CZH0526 -1.522107e+00 0.5885293 0.0112
## CZH00013 - CZH0527 -7.758978e-01 0.5874506 0.1896
## CZH00013 - CZH0528 -5.941512e-01 0.5850526 0.3122
## CZH00013 - CZH0615 -4.052550e-01 0.5869890 0.4916
## CZH00013 - CZH0623 -1.427924e+00 0.5874729 0.0168
## CZH00013 - CZH0629 -9.741897e-01 0.5884740 0.1010
## CZH00013 - CZH0728 -8.446104e-01 0.5872544 0.1534
## CZH00013 - CZH0733 -2.166784e-02 0.5876032 0.9706
## CZH00013 - CZH0735 -2.255905e-01 0.5675101 0.6918
## CZH00013 - CZH0836 -4.357982e-01 0.5871455 0.4596
## CZH00013 - CZH088 2.586852e-02 0.5867952 0.9650
## CZH00013 - CZH089 -1.076572e+00 0.5871870 0.0698
## CZH00013 - CZH0928 -1.568145e+00 0.5670384 0.0068
## CZH00013 - CZH0932 -6.706159e-01 0.5851160 0.2544
## CZH00013 - CZH0935 -1.660070e+00 0.5887186 0.0058
## CZH00013 - CZH0946 -1.960487e-01 0.5888273 0.7398
## CZH00013 - CZH1032 -1.383958e+00 0.5855240 0.0200
## CZH00013 - CZH1033 -1.329912e+00 0.5644449 0.0204
## CZH00013 - CZH1036 -1.312309e+00 0.5875894 0.0278
## CZH00013 - CZH1122 -5.610397e-01 0.5883426 0.3426
## CZH00013 - CZH1123 -1.281553e+00 0.5881779 0.0316
## CZH00013 - CZH1134 -4.062524e-01 0.5869153 0.4904
## CZH00013 - CZH1243 -1.491243e+00 0.5854871 0.0124
## CZH00013 - CZH1258 -1.006137e+00 0.5882694 0.0904
## CZH00013 - CZH1261 -2.197303e+00 0.5886580 0.0004
## CZH00013 - CZH1270 -6.136789e-01 0.5888372 0.2998
## CZH00013 - CZH132117 -8.199292e-01 0.5658063 0.1504
## CZH00013 - CZH132118 -7.752240e-01 0.5873319 0.1898
## CZH00013 - CZH132119 -5.892921e-01 0.5874127 0.3182
## CZH00013 - CZH132163 -1.597583e+00 0.5874631 0.0078
## CZH00013 - CZH132169 -1.125654e+00 0.5840990 0.0568
## CZH00013 - CZH142020 -1.883371e+00 0.5661492 0.0012
## CZH00013 - CZH142055 -9.303296e-01 0.5674023 0.1042
## CZH00013 - CZH142056 -8.169965e-01 0.5866936 0.1668
## CZH00013 - CZH142060 -1.277588e+00 0.5857144 0.0316
## CZH00013 - CZH15002 -1.772066e+00 0.5901442 0.0034
## CZH00013 - CZH15013 -1.284720e+00 0.5853548 0.0304
## CZH00013 - CZH15017 -1.551381e+00 0.5850966 0.0094
## CZH00013 - CZH15183 -1.347758e+00 0.5868736 0.0238
## CZH00013 - CZH15185 -3.455472e-01 0.5869252 0.5574
## CZH00013 - CZH15188 -1.345534e+00 0.5673135 0.0196
## CZH00013 - CZH15212 -1.180309e+00 0.5888587 0.0478
## CZH00013 - CZH15343 -1.587365e+00 0.5856622 0.0080
## CZH00013 - CZH15467 -1.385728e+00 0.5869331 0.0202
## CZH00013 - CZH15572 -1.314979e+00 0.5868940 0.0272
## CZH00013 - CZH15575 -1.159018e+00 0.5886335 0.0518
## CZH00013 - CZH15603 -1.843212e+00 0.5826436 0.0020
## CZH00013 - CZH16048 -2.571530e-02 0.5889850 0.9652
## CZH00013 - CZH16333 -1.266519e+00 0.5867148 0.0332
## CZH00013 - CZH16334 -1.181629e+00 0.5879385 0.0472
## CZH00013 - CZH16335 -6.358442e-01 0.5852838 0.2800
## CZH00013 - CZH16340 -2.150391e+00 0.5655577 0.0002
## CZH00013 - CZH16374 -5.989044e-01 0.5884046 0.3112
## CZH00013 - CZH16389 -1.003811e+00 0.5889948 0.0914
## CZH00013 - CZH99014 -1.033565e+00 0.5675507 0.0716
## CZH00013 - CZH99015 -9.865761e-01 0.5642542 0.0834
## CZH00013 - CZH99019 -6.210877e-01 0.5868889 0.2924
## CZH00020 - CZH01006 4.702368e-01 0.5885348 0.4262
## CZH00020 - CZH01008 1.067555e+00 0.5875756 0.0722
## CZH00020 - CZH02004 6.900379e-02 0.5920072 0.9074
## CZH00020 - CZH02006 5.190152e-01 0.5900609 0.3812
## CZH00020 - CZH02008 -4.682737e-01 0.5908433 0.4300
## CZH00020 - CZH03002 -5.354507e-01 0.5627132 0.3436
## CZH00020 - CZH03005 8.833531e-01 0.5869404 0.1354
## CZH00020 - CZH03006 -1.402057e-01 0.5901436 0.8126
## CZH00020 - CZH04001 5.803190e-01 0.5883367 0.3264
## CZH00020 - CZH04005 6.980603e-02 0.5888631 0.9058
## CZH00020 - CZH04007 -2.983371e-01 0.5672319 0.6000
## CZH00020 - CZH0524 1.181819e+00 0.5905425 0.0480
## CZH00020 - CZH0526 -4.906136e-01 0.5888395 0.4068
## CZH00020 - CZH0527 2.555953e-01 0.5853725 0.6634
## CZH00020 - CZH0528 4.373418e-01 0.5882343 0.4590
## CZH00020 - CZH0615 6.262381e-01 0.5656765 0.2710
## CZH00020 - CZH0623 -3.964308e-01 0.5889892 0.5024
## CZH00020 - CZH0629 5.730338e-02 0.5905585 0.9228
## CZH00020 - CZH0728 1.868827e-01 0.5855959 0.7502
## CZH00020 - CZH0733 1.009825e+00 0.5907205 0.0904
## CZH00020 - CZH0735 8.059026e-01 0.5904492 0.1754
## CZH00020 - CZH0836 5.956949e-01 0.5918418 0.3166
## CZH00020 - CZH088 1.057362e+00 0.5674448 0.0654
## CZH00020 - CZH089 -4.507912e-02 0.5886832 0.9392
## CZH00020 - CZH0928 -5.366519e-01 0.5887430 0.3642
## CZH00020 - CZH0932 3.608771e-01 0.5902235 0.5424
## CZH00020 - CZH0935 -6.285768e-01 0.5918426 0.2908
## CZH00020 - CZH0946 8.354443e-01 0.5905368 0.1602
## CZH00020 - CZH1032 -3.524649e-01 0.5888501 0.5508
## CZH00020 - CZH1033 -2.984189e-01 0.5889900 0.6136
## CZH00020 - CZH1036 -2.808163e-01 0.5661075 0.6210
## CZH00020 - CZH1122 4.704534e-01 0.5900692 0.4272
## CZH00020 - CZH1123 -2.500598e-01 0.5908242 0.6730
## CZH00020 - CZH1134 6.252407e-01 0.5674926 0.2732
## CZH00020 - CZH1243 -4.597504e-01 0.5874520 0.4358
## CZH00020 - CZH1258 2.535559e-02 0.5871299 0.9656
## CZH00020 - CZH1261 -1.165810e+00 0.5903514 0.0510
## CZH00020 - CZH1270 4.178142e-01 0.5919177 0.4820
## CZH00020 - CZH132117 2.115638e-01 0.5674728 0.7100
## CZH00020 - CZH132118 2.562691e-01 0.5689729 0.6534
## CZH00020 - CZH132119 4.422010e-01 0.5873222 0.4532
## CZH00020 - CZH132163 -5.660896e-01 0.5871427 0.3372
## CZH00020 - CZH132169 -9.416071e-02 0.5873675 0.8730
## CZH00020 - CZH142020 -8.518775e-01 0.5873363 0.1500
## CZH00020 - CZH142055 1.011634e-01 0.5908351 0.8644
## CZH00020 - CZH142056 2.144966e-01 0.5858951 0.7150
## CZH00020 - CZH142060 -2.460954e-01 0.5886853 0.6768
## CZH00020 - CZH15002 -7.405731e-01 0.5655437 0.1934
## CZH00020 - CZH15013 -2.532271e-01 0.5887852 0.6680
## CZH00020 - CZH15017 -5.198880e-01 0.5874101 0.3782
## CZH00020 - CZH15183 -3.162651e-01 0.5923779 0.5946
## CZH00020 - CZH15185 6.859458e-01 0.5888047 0.2468
## CZH00020 - CZH15188 -3.140410e-01 0.5904225 0.5960
## CZH00020 - CZH15212 -1.488156e-01 0.5674446 0.7936
## CZH00020 - CZH15343 -5.558719e-01 0.5854622 0.3446
## CZH00020 - CZH15467 -3.542348e-01 0.5870925 0.5476
## CZH00020 - CZH15572 -2.834862e-01 0.5853528 0.6292
## CZH00020 - CZH15575 -1.275249e-01 0.5893687 0.8292
## CZH00020 - CZH15603 -8.117193e-01 0.5887399 0.1710
## CZH00020 - CZH16048 1.005778e+00 0.5937499 0.0934
## CZH00020 - CZH16333 -2.350255e-01 0.5871901 0.6898
## CZH00020 - CZH16334 -1.501362e-01 0.5870943 0.7986
## CZH00020 - CZH16335 3.956489e-01 0.5672730 0.4872
## CZH00020 - CZH16340 -1.118898e+00 0.5887686 0.0602
## CZH00020 - CZH16374 4.325886e-01 0.5889808 0.4644
## CZH00020 - CZH16389 2.768170e-02 0.5907800 0.9628
## CZH00020 - CZH99014 -2.072067e-03 0.5919515 0.9972
## CZH00020 - CZH99015 4.491695e-02 0.5908279 0.9396
## CZH00020 - CZH99019 4.104053e-01 0.5885759 0.4872
## CZH01006 - CZH01008 5.973186e-01 0.5870211 0.3114
## CZH01006 - CZH02004 -4.012330e-01 0.5898109 0.4980
## CZH01006 - CZH02006 4.877836e-02 0.5869201 0.9340
## CZH01006 - CZH02008 -9.385105e-01 0.5869831 0.1130
## CZH01006 - CZH03002 -1.005688e+00 0.5873697 0.0900
## CZH01006 - CZH03005 4.131163e-01 0.5657842 0.4670
## CZH01006 - CZH03006 -6.104425e-01 0.5855179 0.2996
## CZH01006 - CZH04001 1.100822e-01 0.5883017 0.8520
## CZH01006 - CZH04005 -4.004308e-01 0.5841694 0.4946
## CZH01006 - CZH04007 -7.685739e-01 0.5873660 0.1938
## CZH01006 - CZH0524 7.115824e-01 0.5905068 0.2310
## CZH01006 - CZH0526 -9.608504e-01 0.5867816 0.1046
## CZH01006 - CZH0527 -2.146416e-01 0.5871645 0.7154
## CZH01006 - CZH0528 -3.289501e-02 0.5654785 0.9538
## CZH01006 - CZH0615 1.560012e-01 0.5853906 0.7904
## CZH01006 - CZH0623 -8.666677e-01 0.5905964 0.1454
## CZH01006 - CZH0629 -4.129335e-01 0.5867173 0.4832
## CZH01006 - CZH0728 -2.833542e-01 0.5868443 0.6302
## CZH01006 - CZH0733 5.395884e-01 0.5890210 0.3618
## CZH01006 - CZH0735 3.356658e-01 0.5868989 0.5686
## CZH01006 - CZH0836 1.254581e-01 0.5872132 0.8312
## CZH01006 - CZH088 5.871247e-01 0.5868808 0.3196
## CZH01006 - CZH089 -5.153159e-01 0.5673966 0.3660
## CZH01006 - CZH0928 -1.006889e+00 0.5671896 0.0790
## CZH01006 - CZH0932 -1.093597e-01 0.5885068 0.8530
## CZH01006 - CZH0935 -1.098814e+00 0.5875199 0.0644
## CZH01006 - CZH0946 3.652075e-01 0.5856561 0.5344
## CZH01006 - CZH1032 -8.227017e-01 0.5656806 0.1490
## CZH01006 - CZH1033 -7.686557e-01 0.5841526 0.1912
## CZH01006 - CZH1036 -7.510531e-01 0.5660151 0.1876
## CZH01006 - CZH1122 2.165568e-04 0.5672960 0.9996
## CZH01006 - CZH1123 -7.202966e-01 0.5903933 0.2254
## CZH01006 - CZH1134 1.550038e-01 0.5869382 0.7922
## CZH01006 - CZH1243 -9.299872e-01 0.5627482 0.1016
## CZH01006 - CZH1258 -4.448812e-01 0.5867854 0.4502
## CZH01006 - CZH1261 -1.636047e+00 0.5885459 0.0064
## CZH01006 - CZH1270 -5.242263e-02 0.5678475 0.9266
## CZH01006 - CZH132117 -2.586730e-01 0.5867845 0.6602
## CZH01006 - CZH132118 -2.139677e-01 0.5881590 0.7168
## CZH01006 - CZH132119 -2.803587e-02 0.5858060 0.9620
## CZH01006 - CZH132163 -1.036326e+00 0.5866414 0.0804
## CZH01006 - CZH132169 -5.643975e-01 0.5656900 0.3208
## CZH01006 - CZH142020 -1.322114e+00 0.5875117 0.0266
## CZH01006 - CZH142055 -3.690734e-01 0.5886227 0.5320
## CZH01006 - CZH142056 -2.557403e-01 0.5884704 0.6648
## CZH01006 - CZH142060 -7.163323e-01 0.5826929 0.2218
## CZH01006 - CZH15002 -1.210810e+00 0.5885114 0.0422
## CZH01006 - CZH15013 -7.234639e-01 0.5873313 0.2210
## CZH01006 - CZH15017 -9.901249e-01 0.5867233 0.0946
## CZH01006 - CZH15183 -7.865019e-01 0.5889004 0.1848
## CZH01006 - CZH15185 2.157090e-01 0.5874620 0.7142
## CZH01006 - CZH15188 -7.842778e-01 0.5869034 0.1844
## CZH01006 - CZH15212 -6.190524e-01 0.5886207 0.2954
## CZH01006 - CZH15343 -1.026109e+00 0.5872484 0.0836
## CZH01006 - CZH15467 -8.244717e-01 0.5836695 0.1608
## CZH01006 - CZH15572 -7.537230e-01 0.5868489 0.2020
## CZH01006 - CZH15575 -5.977617e-01 0.5871289 0.3110
## CZH01006 - CZH15603 -1.281956e+00 0.5857802 0.0310
## CZH01006 - CZH16048 5.355409e-01 0.5904151 0.3666
## CZH01006 - CZH16333 -7.052624e-01 0.5857311 0.2314
## CZH01006 - CZH16334 -6.203731e-01 0.5644300 0.2744
## CZH01006 - CZH16335 -7.458796e-02 0.5851287 0.8988
## CZH01006 - CZH16340 -1.589134e+00 0.5853333 0.0078
## CZH01006 - CZH16374 -3.764822e-02 0.5853607 0.9488
## CZH01006 - CZH16389 -4.425551e-01 0.5872973 0.4528
## CZH01006 - CZH99014 -4.723089e-01 0.5669614 0.4068
## CZH01006 - CZH99015 -4.253199e-01 0.5875101 0.4708
## CZH01006 - CZH99019 -5.983148e-02 0.5870043 0.9190
## CZH01008 - CZH02004 -9.985516e-01 0.5854339 0.0912
## CZH01008 - CZH02006 -5.485402e-01 0.5881911 0.3532
## CZH01008 - CZH02008 -1.535829e+00 0.5880945 0.0104
## CZH01008 - CZH03002 -1.603006e+00 0.5898971 0.0078
## CZH01008 - CZH03005 -1.842023e-01 0.5866008 0.7542
## CZH01008 - CZH03006 -1.207761e+00 0.5671550 0.0356
## CZH01008 - CZH04001 -4.872364e-01 0.5851144 0.4070
## CZH01008 - CZH04005 -9.977494e-01 0.5886464 0.0932
## CZH01008 - CZH04007 -1.365892e+00 0.5857671 0.0218
## CZH01008 - CZH0524 1.142638e-01 0.5903253 0.8470
## CZH01008 - CZH0526 -1.558169e+00 0.5853939 0.0090
## CZH01008 - CZH0527 -8.119601e-01 0.5871336 0.1698
## CZH01008 - CZH0528 -6.302136e-01 0.5867426 0.2854
## CZH01008 - CZH0615 -4.413173e-01 0.5871234 0.4540
## CZH01008 - CZH0623 -1.463986e+00 0.5889057 0.0146
## CZH01008 - CZH0629 -1.010252e+00 0.5866721 0.0882
## CZH01008 - CZH0728 -8.806727e-01 0.5657005 0.1226
## CZH01008 - CZH0733 -5.773019e-02 0.5660083 0.9190
## CZH01008 - CZH0735 -2.616528e-01 0.5886204 0.6576
## CZH01008 - CZH0836 -4.718605e-01 0.5875053 0.4238
## CZH01008 - CZH088 -1.019382e-02 0.5657538 0.9856
## CZH01008 - CZH089 -1.112635e+00 0.5868682 0.0608
## CZH01008 - CZH0928 -1.604207e+00 0.5872912 0.0074
## CZH01008 - CZH0932 -7.066783e-01 0.5675395 0.2160
## CZH01008 - CZH0935 -1.696132e+00 0.5872613 0.0048
## CZH01008 - CZH0946 -2.321111e-01 0.5873387 0.6936
## CZH01008 - CZH1032 -1.420020e+00 0.5661199 0.0138
## CZH01008 - CZH1033 -1.365974e+00 0.5853839 0.0216
## CZH01008 - CZH1036 -1.348372e+00 0.5877498 0.0238
## CZH01008 - CZH1122 -5.971020e-01 0.5884910 0.3128
## CZH01008 - CZH1123 -1.317615e+00 0.5661613 0.0220
## CZH01008 - CZH1134 -4.423147e-01 0.5868130 0.4528
## CZH01008 - CZH1243 -1.527306e+00 0.5871470 0.0106
## CZH01008 - CZH1258 -1.042200e+00 0.5884127 0.0796
## CZH01008 - CZH1261 -2.233366e+00 0.5869111 0.0002
## CZH01008 - CZH1270 -6.497412e-01 0.5870465 0.2710
## CZH01008 - CZH132117 -8.559916e-01 0.5655633 0.1334
## CZH01008 - CZH132118 -8.112863e-01 0.5854995 0.1690
## CZH01008 - CZH132119 -6.253544e-01 0.5854166 0.2880
## CZH01008 - CZH132163 -1.633645e+00 0.5854108 0.0064
## CZH01008 - CZH132169 -1.161716e+00 0.5869057 0.0506
## CZH01008 - CZH142020 -1.919433e+00 0.5867691 0.0014
## CZH01008 - CZH142055 -9.663920e-01 0.5870889 0.1028
## CZH01008 - CZH142056 -8.530588e-01 0.5870806 0.1494
## CZH01008 - CZH142060 -1.313651e+00 0.5661467 0.0224
## CZH01008 - CZH15002 -1.808128e+00 0.5873597 0.0026
## CZH01008 - CZH15013 -1.320782e+00 0.5644344 0.0212
## CZH01008 - CZH15017 -1.587443e+00 0.5653518 0.0060
## CZH01008 - CZH15183 -1.383820e+00 0.5870667 0.0204
## CZH01008 - CZH15185 -3.816096e-01 0.5643292 0.5004
## CZH01008 - CZH15188 -1.381596e+00 0.5898588 0.0212
## CZH01008 - CZH15212 -1.216371e+00 0.5889680 0.0414
## CZH01008 - CZH15343 -1.623427e+00 0.5851949 0.0066
## CZH01008 - CZH15467 -1.421790e+00 0.5869886 0.0172
## CZH01008 - CZH15572 -1.351042e+00 0.5864478 0.0234
## CZH01008 - CZH15575 -1.195080e+00 0.5902032 0.0456
## CZH01008 - CZH15603 -1.879275e+00 0.5853718 0.0018
## CZH01008 - CZH16048 -6.177764e-02 0.5920842 0.9172
## CZH01008 - CZH16333 -1.302581e+00 0.5875115 0.0288
## CZH01008 - CZH16334 -1.217692e+00 0.5870149 0.0406
## CZH01008 - CZH16335 -6.719065e-01 0.5866508 0.2548
## CZH01008 - CZH16340 -2.186453e+00 0.5851776 0.0004
## CZH01008 - CZH16374 -6.349668e-01 0.5840380 0.2796
## CZH01008 - CZH16389 -1.039874e+00 0.5881454 0.0802
## CZH01008 - CZH99014 -1.069627e+00 0.5884477 0.0722
## CZH01008 - CZH99015 -1.022638e+00 0.5856890 0.0838
## CZH01008 - CZH99019 -6.571501e-01 0.5840440 0.2632
## CZH02004 - CZH02006 4.500114e-01 0.5868039 0.4450
## CZH02004 - CZH02008 -5.372775e-01 0.5657431 0.3446
## CZH02004 - CZH03002 -6.044545e-01 0.5911030 0.3090
## CZH02004 - CZH03005 8.143493e-01 0.5871595 0.1686
## CZH02004 - CZH03006 -2.092094e-01 0.5887073 0.7230
## CZH02004 - CZH04001 5.113152e-01 0.5884074 0.3870
## CZH02004 - CZH04005 8.022389e-04 0.5889494 0.9990
## CZH02004 - CZH04007 -3.673409e-01 0.5888475 0.5342
## CZH02004 - CZH0524 1.112815e+00 0.5886693 0.0616
## CZH02004 - CZH0526 -5.596174e-01 0.5870010 0.3428
## CZH02004 - CZH0527 1.865915e-01 0.5901087 0.7526
## CZH02004 - CZH0528 3.683380e-01 0.5880886 0.5326
## CZH02004 - CZH0615 5.572343e-01 0.5888325 0.3462
## CZH02004 - CZH0623 -4.654346e-01 0.5871840 0.4298
## CZH02004 - CZH0629 -1.170041e-02 0.5884628 0.9842
## CZH02004 - CZH0728 1.178789e-01 0.5883894 0.8416
## CZH02004 - CZH0733 9.408214e-01 0.5691427 0.1014
## CZH02004 - CZH0735 7.368988e-01 0.5686395 0.1980
## CZH02004 - CZH0836 5.266911e-01 0.5906231 0.3746
## CZH02004 - CZH088 9.883578e-01 0.5872815 0.0956
## CZH02004 - CZH089 -1.140829e-01 0.5906248 0.8472
## CZH02004 - CZH0928 -6.056557e-01 0.5884539 0.3058
## CZH02004 - CZH0932 2.918733e-01 0.5653853 0.6068
## CZH02004 - CZH0935 -6.975805e-01 0.5886997 0.2388
## CZH02004 - CZH0946 7.664405e-01 0.5918448 0.1984
## CZH02004 - CZH1032 -4.214687e-01 0.5882440 0.4754
## CZH02004 - CZH1033 -3.674227e-01 0.5869451 0.5328
## CZH02004 - CZH1036 -3.498201e-01 0.5905450 0.5550
## CZH02004 - CZH1122 4.014496e-01 0.5888515 0.4970
## CZH02004 - CZH1123 -3.190636e-01 0.5903505 0.5900
## CZH02004 - CZH1134 5.562369e-01 0.5885344 0.3468
## CZH02004 - CZH1243 -5.287542e-01 0.5871247 0.3700
## CZH02004 - CZH1258 -4.364820e-02 0.5903734 0.9412
## CZH02004 - CZH1261 -1.234814e+00 0.5898779 0.0388
## CZH02004 - CZH1270 3.488104e-01 0.5890227 0.5550
## CZH02004 - CZH132117 1.425601e-01 0.5854302 0.8082
## CZH02004 - CZH132118 1.872653e-01 0.5917919 0.7524
## CZH02004 - CZH132119 3.731972e-01 0.5886208 0.5276
## CZH02004 - CZH132163 -6.350934e-01 0.5886488 0.2832
## CZH02004 - CZH132169 -1.631645e-01 0.5884387 0.7822
## CZH02004 - CZH142020 -9.208813e-01 0.5854241 0.1188
## CZH02004 - CZH142055 3.215966e-02 0.5901695 0.9566
## CZH02004 - CZH142056 1.454928e-01 0.5869638 0.8048
## CZH02004 - CZH142060 -3.150992e-01 0.5856333 0.5918
## CZH02004 - CZH15002 -8.095769e-01 0.5900429 0.1732
## CZH02004 - CZH15013 -3.222308e-01 0.5871625 0.5844
## CZH02004 - CZH15017 -5.888918e-01 0.5868036 0.3180
## CZH02004 - CZH15183 -3.852689e-01 0.5887978 0.5144
## CZH02004 - CZH15185 6.169421e-01 0.5675617 0.2796
## CZH02004 - CZH15188 -3.830448e-01 0.5691023 0.5024
## CZH02004 - CZH15212 -2.178194e-01 0.5907419 0.7132
## CZH02004 - CZH15343 -6.248756e-01 0.5674822 0.2734
## CZH02004 - CZH15467 -4.232386e-01 0.5883840 0.4736
## CZH02004 - CZH15572 -3.524900e-01 0.5886000 0.5506
## CZH02004 - CZH15575 -1.965287e-01 0.5906050 0.7400
## CZH02004 - CZH15603 -8.807231e-01 0.5868304 0.1366
## CZH02004 - CZH16048 9.367740e-01 0.5936289 0.1178
## CZH02004 - CZH16333 -3.040293e-01 0.5871268 0.6058
## CZH02004 - CZH16334 -2.191400e-01 0.5887322 0.7106
## CZH02004 - CZH16335 3.266451e-01 0.5882187 0.5800
## CZH02004 - CZH16340 -1.187901e+00 0.5672496 0.0388
## CZH02004 - CZH16374 3.635848e-01 0.5885248 0.5382
## CZH02004 - CZH16389 -4.132209e-02 0.5902714 0.9444
## CZH02004 - CZH99014 -7.107586e-02 0.5902394 0.9044
## CZH02004 - CZH99015 -2.408684e-02 0.5643260 0.9660
## CZH02004 - CZH99019 3.414016e-01 0.5673130 0.5486
## CZH02006 - CZH02008 -9.872889e-01 0.5674472 0.0850
## CZH02006 - CZH03002 -1.054466e+00 0.5888702 0.0764
## CZH02006 - CZH03005 3.643379e-01 0.5868038 0.5360
## CZH02006 - CZH03006 -6.592209e-01 0.5898533 0.2664
## CZH02006 - CZH04001 6.130379e-02 0.5834449 0.9166
## CZH02006 - CZH04005 -4.492092e-01 0.5886690 0.4472
## CZH02006 - CZH04007 -8.173523e-01 0.5851201 0.1656
## CZH02006 - CZH0524 6.628040e-01 0.5671531 0.2454
## CZH02006 - CZH0526 -1.009629e+00 0.5656563 0.0774
## CZH02006 - CZH0527 -2.634199e-01 0.5658119 0.6426
## CZH02006 - CZH0528 -8.167338e-02 0.5864926 0.8896
## CZH02006 - CZH0615 1.072229e-01 0.5870200 0.8554
## CZH02006 - CZH0623 -9.154460e-01 0.5853235 0.1210
## CZH02006 - CZH0629 -4.617118e-01 0.5653010 0.4160
## CZH02006 - CZH0728 -3.321325e-01 0.5850259 0.5714
## CZH02006 - CZH0733 4.908100e-01 0.5883125 0.4062
## CZH02006 - CZH0735 2.868874e-01 0.5864567 0.6258
## CZH02006 - CZH0836 7.667970e-02 0.5670389 0.8928
## CZH02006 - CZH088 5.383464e-01 0.5880465 0.3622
## CZH02006 - CZH089 -5.640943e-01 0.5899492 0.3412
## CZH02006 - CZH0928 -1.055667e+00 0.5871539 0.0752
## CZH02006 - CZH0932 -1.581381e-01 0.5867268 0.7880
## CZH02006 - CZH0935 -1.147592e+00 0.5863725 0.0532
## CZH02006 - CZH0946 3.164291e-01 0.5850080 0.5898
## CZH02006 - CZH1032 -8.714801e-01 0.5853728 0.1396
## CZH02006 - CZH1033 -8.174341e-01 0.5866721 0.1666
## CZH02006 - CZH1036 -7.998315e-01 0.5885897 0.1772
## CZH02006 - CZH1122 -4.856180e-02 0.5867249 0.9342
## CZH02006 - CZH1123 -7.690750e-01 0.5873014 0.1934
## CZH02006 - CZH1134 1.062255e-01 0.5849974 0.8562
## CZH02006 - CZH1243 -9.787656e-01 0.5868650 0.0984
## CZH02006 - CZH1258 -4.936596e-01 0.5885843 0.4036
## CZH02006 - CZH1261 -1.684825e+00 0.5674910 0.0038
## CZH02006 - CZH1270 -1.012010e-01 0.5883545 0.8638
## CZH02006 - CZH132117 -3.074513e-01 0.5867565 0.6014
## CZH02006 - CZH132118 -2.627461e-01 0.5890095 0.6566
## CZH02006 - CZH132119 -7.681423e-02 0.5852970 0.8958
## CZH02006 - CZH132163 -1.085105e+00 0.5851813 0.0666
## CZH02006 - CZH132169 -6.131759e-01 0.5656614 0.2810
## CZH02006 - CZH142020 -1.370893e+00 0.5656695 0.0172
## CZH02006 - CZH142055 -4.178517e-01 0.5884720 0.4794
## CZH02006 - CZH142056 -3.045186e-01 0.5850963 0.6038
## CZH02006 - CZH142060 -7.651106e-01 0.5865756 0.1952
## CZH02006 - CZH15002 -1.259588e+00 0.5869279 0.0342
## CZH02006 - CZH15013 -7.722422e-01 0.5854873 0.1902
## CZH02006 - CZH15017 -1.038903e+00 0.5869238 0.0798
## CZH02006 - CZH15183 -8.352803e-01 0.5677371 0.1444
## CZH02006 - CZH15185 1.669307e-01 0.5880745 0.7772
## CZH02006 - CZH15188 -8.330562e-01 0.5671201 0.1450
## CZH02006 - CZH15212 -6.678308e-01 0.5871535 0.2580
## CZH02006 - CZH15343 -1.074887e+00 0.5863741 0.0698
## CZH02006 - CZH15467 -8.732500e-01 0.5848974 0.1386
## CZH02006 - CZH15572 -8.025014e-01 0.5865735 0.1744
## CZH02006 - CZH15575 -6.465401e-01 0.5854483 0.2720
## CZH02006 - CZH15603 -1.330735e+00 0.5868779 0.0256
## CZH02006 - CZH16048 4.867626e-01 0.5903459 0.4116
## CZH02006 - CZH16333 -7.540407e-01 0.5656618 0.1856
## CZH02006 - CZH16334 -6.691514e-01 0.5854908 0.2558
## CZH02006 - CZH16335 -1.233663e-01 0.5869468 0.8340
## CZH02006 - CZH16340 -1.637913e+00 0.5854381 0.0062
## CZH02006 - CZH16374 -8.642658e-02 0.5840085 0.8826
## CZH02006 - CZH16389 -4.913335e-01 0.5855424 0.4034
## CZH02006 - CZH99014 -5.210873e-01 0.5880390 0.3776
## CZH02006 - CZH99015 -4.740982e-01 0.5870975 0.4212
## CZH02006 - CZH99019 -1.086098e-01 0.5849307 0.8530
## CZH02008 - CZH03002 -6.717701e-02 0.5919493 0.9098
## CZH02008 - CZH03005 1.351627e+00 0.5869640 0.0234
## CZH02008 - CZH03006 3.280680e-01 0.5896948 0.5792
## CZH02008 - CZH04001 1.048593e+00 0.5884139 0.0778
## CZH02008 - CZH04005 5.380797e-01 0.5687832 0.3464
## CZH02008 - CZH04007 1.699366e-01 0.5887891 0.7734
## CZH02008 - CZH0524 1.650093e+00 0.5904750 0.0062
## CZH02008 - CZH0526 -2.233989e-02 0.5671421 0.9686
## CZH02008 - CZH0527 7.238689e-01 0.5877098 0.2210
## CZH02008 - CZH0528 9.056155e-01 0.5865465 0.1258
## CZH02008 - CZH0615 1.094512e+00 0.5885946 0.0658
## CZH02008 - CZH0623 7.184286e-02 0.5900632 0.9034
## CZH02008 - CZH0629 5.255771e-01 0.5674708 0.3566
## CZH02008 - CZH0728 6.551563e-01 0.5868790 0.2670
## CZH02008 - CZH0733 1.478099e+00 0.5902057 0.0138
## CZH02008 - CZH0735 1.274176e+00 0.5882298 0.0326
## CZH02008 - CZH0836 1.063969e+00 0.5904569 0.0746
## CZH02008 - CZH088 1.525635e+00 0.5883742 0.0110
## CZH02008 - CZH089 4.231946e-01 0.5886948 0.4738
## CZH02008 - CZH0928 -6.837820e-02 0.5880059 0.9076
## CZH02008 - CZH0932 8.291508e-01 0.5656716 0.1458
## CZH02008 - CZH0935 -1.603031e-01 0.5901290 0.7864
## CZH02008 - CZH0946 1.303718e+00 0.5889559 0.0292
## CZH02008 - CZH1032 1.158088e-01 0.5867548 0.8440
## CZH02008 - CZH1033 1.698548e-01 0.5881629 0.7734
## CZH02008 - CZH1036 1.874574e-01 0.5899721 0.7514
## CZH02008 - CZH1122 9.387271e-01 0.5883489 0.1138
## CZH02008 - CZH1123 2.182139e-01 0.5902769 0.7124
## CZH02008 - CZH1134 1.093514e+00 0.5899711 0.0668
## CZH02008 - CZH1243 8.523318e-03 0.5673870 0.9880
## CZH02008 - CZH1258 4.936293e-01 0.5899406 0.4048
## CZH02008 - CZH1261 -6.975366e-01 0.5902343 0.2400
## CZH02008 - CZH1270 8.860879e-01 0.5904989 0.1366
## CZH02008 - CZH132117 6.798375e-01 0.5867589 0.2494
## CZH02008 - CZH132118 7.245428e-01 0.5903930 0.2226
## CZH02008 - CZH132119 9.104747e-01 0.5886411 0.1250
## CZH02008 - CZH132163 -9.781593e-02 0.5857175 0.8678
## CZH02008 - CZH132169 3.741130e-01 0.5882353 0.5262
## CZH02008 - CZH142020 -3.836038e-01 0.5870012 0.5150
## CZH02008 - CZH142055 5.694371e-01 0.5886050 0.3356
## CZH02008 - CZH142056 6.827703e-01 0.5870283 0.2476
## CZH02008 - CZH142060 2.221783e-01 0.5854695 0.7052
## CZH02008 - CZH15002 -2.722994e-01 0.5886699 0.6446
## CZH02008 - CZH15013 2.150466e-01 0.5882919 0.7154
## CZH02008 - CZH15017 -5.161434e-02 0.5880488 0.9302
## CZH02008 - CZH15183 1.520086e-01 0.5688970 0.7898
## CZH02008 - CZH15185 1.154220e+00 0.5885681 0.0526
## CZH02008 - CZH15188 1.542327e-01 0.5883137 0.7938
## CZH02008 - CZH15212 3.194581e-01 0.5918849 0.5906
## CZH02008 - CZH15343 -8.759818e-02 0.5882960 0.8820
## CZH02008 - CZH15467 1.140389e-01 0.5868208 0.8464
## CZH02008 - CZH15572 1.847875e-01 0.5885480 0.7542
## CZH02008 - CZH15575 3.407488e-01 0.5914984 0.5658
## CZH02008 - CZH15603 -3.434457e-01 0.5855144 0.5588
## CZH02008 - CZH16048 1.474051e+00 0.5919364 0.0144
## CZH02008 - CZH16333 2.332481e-01 0.5870292 0.6920
## CZH02008 - CZH16334 3.181374e-01 0.5673368 0.5762
## CZH02008 - CZH16335 8.639226e-01 0.5673575 0.1310
## CZH02008 - CZH16340 -6.506239e-01 0.5850087 0.2688
## CZH02008 - CZH16374 9.008623e-01 0.5869851 0.1280
## CZH02008 - CZH16389 4.959554e-01 0.5904856 0.4030
## CZH02008 - CZH99014 4.662016e-01 0.5900370 0.4314
## CZH02008 - CZH99015 5.131906e-01 0.5657292 0.3666
## CZH02008 - CZH99019 8.786790e-01 0.5868790 0.1374
## CZH03002 - CZH03005 1.418804e+00 0.5675129 0.0140
## CZH03002 - CZH03006 3.952450e-01 0.5903989 0.5048
## CZH03002 - CZH04001 1.115770e+00 0.5871578 0.0602
## CZH03002 - CZH04005 6.052567e-01 0.5899974 0.3074
## CZH03002 - CZH04007 2.371136e-01 0.5841522 0.6856
## CZH03002 - CZH0524 1.717270e+00 0.5904888 0.0044
## CZH03002 - CZH0526 4.483712e-02 0.5889337 0.9394
## CZH03002 - CZH0527 7.910460e-01 0.5674992 0.1664
## CZH03002 - CZH0528 9.727925e-01 0.5885683 0.1016
## CZH03002 - CZH0615 1.161689e+00 0.5656577 0.0426
## CZH03002 - CZH0623 1.390199e-01 0.5888394 0.8138
## CZH03002 - CZH0629 5.927541e-01 0.5904610 0.3178
## CZH03002 - CZH0728 7.223334e-01 0.5869227 0.2214
## CZH03002 - CZH0733 1.545276e+00 0.5905961 0.0102
## CZH03002 - CZH0735 1.341353e+00 0.5903478 0.0252
## CZH03002 - CZH0836 1.131146e+00 0.5905669 0.0584
## CZH03002 - CZH088 1.592812e+00 0.5866749 0.0078
## CZH03002 - CZH089 4.903716e-01 0.5899511 0.4078
## CZH03002 - CZH0928 -1.201188e-03 0.5887243 0.9984
## CZH03002 - CZH0932 8.963278e-01 0.5905917 0.1322
## CZH03002 - CZH0935 -9.312606e-02 0.5904996 0.8750
## CZH03002 - CZH0946 1.370895e+00 0.5904302 0.0222
## CZH03002 - CZH1032 1.829858e-01 0.5889271 0.7566
## CZH03002 - CZH1033 2.370318e-01 0.5903814 0.6890
## CZH03002 - CZH1036 2.546344e-01 0.5661265 0.6538
## CZH03002 - CZH1122 1.005904e+00 0.5900631 0.0914
## CZH03002 - CZH1123 2.853909e-01 0.5906032 0.6300
## CZH03002 - CZH1134 1.160691e+00 0.5867200 0.0506
## CZH03002 - CZH1243 7.570033e-02 0.5872814 0.8976
## CZH03002 - CZH1258 5.608063e-01 0.5689799 0.3266
## CZH03002 - CZH1261 -6.303596e-01 0.5890485 0.2872
## CZH03002 - CZH1270 9.532649e-01 0.5893343 0.1090
## CZH03002 - CZH132117 7.470145e-01 0.5865481 0.2058
## CZH03002 - CZH132118 7.917198e-01 0.5857641 0.1796
## CZH03002 - CZH132119 9.776517e-01 0.5874830 0.0992
## CZH03002 - CZH132163 -3.063892e-02 0.5885400 0.9586
## CZH03002 - CZH132169 4.412900e-01 0.5884475 0.4550
## CZH03002 - CZH142020 -3.164268e-01 0.5872460 0.5912
## CZH03002 - CZH142055 6.366141e-01 0.5907076 0.2838
## CZH03002 - CZH142056 7.499473e-01 0.5870681 0.2044
## CZH03002 - CZH142060 2.893553e-01 0.5888594 0.6242
## CZH03002 - CZH15002 -2.051224e-01 0.5658267 0.7178
## CZH03002 - CZH15013 2.822236e-01 0.5875903 0.6320
## CZH03002 - CZH15017 1.556268e-02 0.5885696 0.9790
## CZH03002 - CZH15183 2.191856e-01 0.5909439 0.7114
## CZH03002 - CZH15185 1.221397e+00 0.5876986 0.0402
## CZH03002 - CZH15188 2.214097e-01 0.5902443 0.7084
## CZH03002 - CZH15212 3.866351e-01 0.5674123 0.4972
## CZH03002 - CZH15343 -2.042116e-02 0.5672879 0.9714
## CZH03002 - CZH15467 1.812159e-01 0.5872455 0.7582
## CZH03002 - CZH15572 2.519645e-01 0.5672648 0.6578
## CZH03002 - CZH15575 4.079258e-01 0.5904357 0.4912
## CZH03002 - CZH15603 -2.762687e-01 0.5877331 0.6394
## CZH03002 - CZH16048 1.541228e+00 0.5923657 0.0106
## CZH03002 - CZH16333 3.004252e-01 0.5872859 0.6100
## CZH03002 - CZH16334 3.853144e-01 0.5883312 0.5140
## CZH03002 - CZH16335 9.310996e-01 0.5852555 0.1148
## CZH03002 - CZH16340 -5.834469e-01 0.5887607 0.3240
## CZH03002 - CZH16374 9.680393e-01 0.5888170 0.1034
## CZH03002 - CZH16389 5.631324e-01 0.5918163 0.3436
## CZH03002 - CZH99014 5.333786e-01 0.5906834 0.3688
## CZH03002 - CZH99015 5.803676e-01 0.5921877 0.3294
## CZH03002 - CZH99019 9.458560e-01 0.5886456 0.1112
## CZH03005 - CZH03006 -1.023559e+00 0.5880758 0.0848
## CZH03005 - CZH04001 -3.030341e-01 0.5853219 0.6058
## CZH03005 - CZH04005 -8.135471e-01 0.5852961 0.1676
## CZH03005 - CZH04007 -1.181690e+00 0.5869878 0.0468
## CZH03005 - CZH0524 2.984661e-01 0.5902177 0.6142
## CZH03005 - CZH0526 -1.373967e+00 0.5870678 0.0212
## CZH03005 - CZH0527 -6.277579e-01 0.5867977 0.2872
## CZH03005 - CZH0528 -4.460113e-01 0.5837918 0.4466
## CZH03005 - CZH0615 -2.571151e-01 0.5655763 0.6504
## CZH03005 - CZH0623 -1.279784e+00 0.5891147 0.0322
## CZH03005 - CZH0629 -8.260497e-01 0.5869298 0.1624
## CZH03005 - CZH0728 -6.964705e-01 0.5865720 0.2378
## CZH03005 - CZH0733 1.264721e-01 0.5858138 0.8296
## CZH03005 - CZH0735 -7.745052e-02 0.5872051 0.8954
## CZH03005 - CZH0836 -2.876582e-01 0.5869414 0.6252
## CZH03005 - CZH088 1.740085e-01 0.5863206 0.7672
## CZH03005 - CZH089 -9.284322e-01 0.5868273 0.1168
## CZH03005 - CZH0928 -1.420005e+00 0.5864542 0.0172
## CZH03005 - CZH0932 -5.224760e-01 0.5898264 0.3778
## CZH03005 - CZH0935 -1.511930e+00 0.5886169 0.0116
## CZH03005 - CZH0946 -4.790880e-02 0.5882327 0.9352
## CZH03005 - CZH1032 -1.235818e+00 0.5869411 0.0378
## CZH03005 - CZH1033 -1.181772e+00 0.5853033 0.0462
## CZH03005 - CZH1036 -1.164169e+00 0.5857645 0.0496
## CZH03005 - CZH1122 -4.128997e-01 0.5882400 0.4844
## CZH03005 - CZH1123 -1.133413e+00 0.5866218 0.0562
## CZH03005 - CZH1134 -2.581124e-01 0.5880255 0.6616
## CZH03005 - CZH1243 -1.343103e+00 0.5655151 0.0194
## CZH03005 - CZH1258 -8.579975e-01 0.5671591 0.1334
## CZH03005 - CZH1261 -2.049163e+00 0.5869082 0.0008
## CZH03005 - CZH1270 -4.655389e-01 0.5674797 0.4140
## CZH03005 - CZH132117 -6.717893e-01 0.5848556 0.2534
## CZH03005 - CZH132118 -6.270840e-01 0.5867182 0.2878
## CZH03005 - CZH132119 -4.411521e-01 0.5869030 0.4540
## CZH03005 - CZH132163 -1.449443e+00 0.5866357 0.0152
## CZH03005 - CZH132169 -9.775138e-01 0.5865668 0.0988
## CZH03005 - CZH142020 -1.735231e+00 0.5867927 0.0038
## CZH03005 - CZH142055 -7.821897e-01 0.5853278 0.1844
## CZH03005 - CZH142056 -6.688565e-01 0.5867991 0.2570
## CZH03005 - CZH142060 -1.129449e+00 0.5869149 0.0572
## CZH03005 - CZH15002 -1.623926e+00 0.5883430 0.0068
## CZH03005 - CZH15013 -1.136580e+00 0.5657703 0.0472
## CZH03005 - CZH15017 -1.403241e+00 0.5849595 0.0182
## CZH03005 - CZH15183 -1.199618e+00 0.5675248 0.0370
## CZH03005 - CZH15185 -1.974073e-01 0.5852809 0.7366
## CZH03005 - CZH15188 -1.197394e+00 0.5882523 0.0444
## CZH03005 - CZH15212 -1.032169e+00 0.5885116 0.0826
## CZH03005 - CZH15343 -1.439225e+00 0.5658542 0.0126
## CZH03005 - CZH15467 -1.237588e+00 0.5851003 0.0370
## CZH03005 - CZH15572 -1.166839e+00 0.5838187 0.0484
## CZH03005 - CZH15575 -1.010878e+00 0.5872440 0.0882
## CZH03005 - CZH15603 -1.695072e+00 0.5655183 0.0034
## CZH03005 - CZH16048 1.224246e-01 0.5899327 0.8360
## CZH03005 - CZH16333 -1.118379e+00 0.5868552 0.0596
## CZH03005 - CZH16334 -1.033489e+00 0.5850870 0.0804
## CZH03005 - CZH16335 -4.877042e-01 0.5833416 0.4052
## CZH03005 - CZH16340 -2.002251e+00 0.5656635 0.0006
## CZH03005 - CZH16374 -4.507645e-01 0.5868497 0.4442
## CZH03005 - CZH16389 -8.556714e-01 0.5882326 0.1488
## CZH03005 - CZH99014 -8.854252e-01 0.5672330 0.1216
## CZH03005 - CZH99015 -8.384362e-01 0.5881746 0.1572
## CZH03005 - CZH99019 -4.729478e-01 0.5867467 0.4222
## CZH03006 - CZH04001 7.205246e-01 0.5883275 0.2236
## CZH03006 - CZH04005 2.100117e-01 0.5897830 0.7226
## CZH03006 - CZH04007 -1.581314e-01 0.5901033 0.7892
## CZH03006 - CZH0524 1.322025e+00 0.5920797 0.0278
## CZH03006 - CZH0526 -3.504079e-01 0.5886737 0.5530
## CZH03006 - CZH0527 3.958009e-01 0.5887989 0.5030
## CZH03006 - CZH0528 5.775475e-01 0.5863128 0.3270
## CZH03006 - CZH0615 7.664437e-01 0.5883005 0.1956
## CZH03006 - CZH0623 -2.562252e-01 0.5909598 0.6656
## CZH03006 - CZH0629 1.975090e-01 0.5886995 0.7380
## CZH03006 - CZH0728 3.270883e-01 0.5883932 0.5796
## CZH03006 - CZH0733 1.150031e+00 0.5904255 0.0542
## CZH03006 - CZH0735 9.461083e-01 0.5889851 0.1114
## CZH03006 - CZH0836 7.359006e-01 0.5884210 0.2140
## CZH03006 - CZH088 1.197567e+00 0.5867447 0.0438
## CZH03006 - CZH089 9.512654e-02 0.5657506 0.8668
## CZH03006 - CZH0928 -3.964462e-01 0.5883771 0.5020
## CZH03006 - CZH0932 5.010828e-01 0.5690344 0.3806
## CZH03006 - CZH0935 -4.883711e-01 0.5902666 0.4100
## CZH03006 - CZH0946 9.756500e-01 0.5887032 0.1006
## CZH03006 - CZH1032 -2.122592e-01 0.5672789 0.7090
## CZH03006 - CZH1033 -1.582132e-01 0.5672404 0.7808
## CZH03006 - CZH1036 -1.406106e-01 0.5888634 0.8118
## CZH03006 - CZH1122 6.106590e-01 0.5884536 0.3018
## CZH03006 - CZH1123 -1.098541e-01 0.5871038 0.8520
## CZH03006 - CZH1134 7.654463e-01 0.5886453 0.1964
## CZH03006 - CZH1243 -3.195447e-01 0.5870492 0.5874
## CZH03006 - CZH1258 1.655612e-01 0.5898873 0.7796
## CZH03006 - CZH1261 -1.025605e+00 0.5901379 0.0854
## CZH03006 - CZH1270 5.580199e-01 0.5903172 0.3468
## CZH03006 - CZH132117 3.517695e-01 0.5853853 0.5492
## CZH03006 - CZH132118 3.964748e-01 0.5657268 0.4850
## CZH03006 - CZH132119 5.824066e-01 0.5887807 0.3250
## CZH03006 - CZH132163 -4.258840e-01 0.5884645 0.4710
## CZH03006 - CZH132169 4.604495e-02 0.5870404 0.9376
## CZH03006 - CZH142020 -7.116718e-01 0.5888009 0.2296
## CZH03006 - CZH142055 2.413691e-01 0.5689383 0.6722
## CZH03006 - CZH142056 3.547022e-01 0.5874433 0.5474
## CZH03006 - CZH142060 -1.058898e-01 0.5674904 0.8524
## CZH03006 - CZH15002 -6.003674e-01 0.5903716 0.3116
## CZH03006 - CZH15013 -1.130214e-01 0.5866768 0.8476
## CZH03006 - CZH15017 -3.796824e-01 0.5849958 0.5178
## CZH03006 - CZH15183 -1.760594e-01 0.5898994 0.7660
## CZH03006 - CZH15185 8.261515e-01 0.5883293 0.1634
## CZH03006 - CZH15188 -1.738353e-01 0.5899427 0.7688
## CZH03006 - CZH15212 -8.609940e-03 0.5902834 0.9884
## CZH03006 - CZH15343 -4.156662e-01 0.5899495 0.4828
## CZH03006 - CZH15467 -2.140292e-01 0.5883220 0.7168
## CZH03006 - CZH15572 -1.432805e-01 0.5869178 0.8076
## CZH03006 - CZH15575 1.268076e-02 0.5901048 0.9828
## CZH03006 - CZH15603 -6.715137e-01 0.5865593 0.2550
## CZH03006 - CZH16048 1.145983e+00 0.5933610 0.0562
## CZH03006 - CZH16333 -9.481989e-02 0.5886286 0.8724
## CZH03006 - CZH16334 -9.930589e-03 0.5880023 0.9866
## CZH03006 - CZH16335 5.358545e-01 0.5865482 0.3632
## CZH03006 - CZH16340 -9.786919e-01 0.5866397 0.0984
## CZH03006 - CZH16374 5.727943e-01 0.5857323 0.3304
## CZH03006 - CZH16389 1.678874e-01 0.5906250 0.7768
## CZH03006 - CZH99014 1.381336e-01 0.5688262 0.8086
## CZH03006 - CZH99015 1.851226e-01 0.5870199 0.7532
## CZH03006 - CZH99019 5.506110e-01 0.5884537 0.3516
## CZH04001 - CZH04005 -5.105130e-01 0.5887179 0.3880
## CZH04001 - CZH04007 -8.786561e-01 0.5655032 0.1234
## CZH04001 - CZH0524 6.015002e-01 0.5865522 0.3076
## CZH04001 - CZH0526 -1.070933e+00 0.5851783 0.0702
## CZH04001 - CZH0527 -3.247237e-01 0.5836099 0.5792
## CZH04001 - CZH0528 -1.429772e-01 0.5867174 0.8080
## CZH04001 - CZH0615 4.591907e-02 0.5854618 0.9376
## CZH04001 - CZH0623 -9.767498e-01 0.5674870 0.0884
## CZH04001 - CZH0629 -5.230156e-01 0.5656948 0.3574
## CZH04001 - CZH0728 -3.934363e-01 0.5833321 0.5016
## CZH04001 - CZH0733 4.295062e-01 0.5855128 0.4650
## CZH04001 - CZH0735 2.255836e-01 0.5869213 0.7016
## CZH04001 - CZH0836 1.537591e-02 0.5671052 0.9784
## CZH04001 - CZH088 4.770426e-01 0.5838460 0.4158
## CZH04001 - CZH089 -6.253981e-01 0.5872786 0.2894
## CZH04001 - CZH0928 -1.116971e+00 0.5887441 0.0606
## CZH04001 - CZH0932 -2.194419e-01 0.5884175 0.7100
## CZH04001 - CZH0935 -1.208896e+00 0.5865767 0.0420
## CZH04001 - CZH0946 2.551253e-01 0.5852586 0.6638
## CZH04001 - CZH1032 -9.327838e-01 0.5867851 0.1150
## CZH04001 - CZH1033 -8.787379e-01 0.5868459 0.1374
## CZH04001 - CZH1036 -8.611353e-01 0.5886992 0.1466
## CZH04001 - CZH1122 -1.098656e-01 0.5898104 0.8526
## CZH04001 - CZH1123 -8.303788e-01 0.5675272 0.1466
## CZH04001 - CZH1134 4.492169e-02 0.5849565 0.9390
## CZH04001 - CZH1243 -1.040069e+00 0.5871711 0.0796
## CZH04001 - CZH1258 -5.549634e-01 0.5885312 0.3480
## CZH04001 - CZH1261 -1.746129e+00 0.5864485 0.0036
## CZH04001 - CZH1270 -1.625048e-01 0.5880322 0.7828
## CZH04001 - CZH132117 -3.687551e-01 0.5852277 0.5300
## CZH04001 - CZH132118 -3.240499e-01 0.5883283 0.5830
## CZH04001 - CZH132119 -1.381180e-01 0.5850673 0.8138
## CZH04001 - CZH132163 -1.146409e+00 0.5655801 0.0454
## CZH04001 - CZH132169 -6.744797e-01 0.5852027 0.2518
## CZH04001 - CZH142020 -1.432196e+00 0.5657550 0.0130
## CZH04001 - CZH142055 -4.791555e-01 0.5886255 0.4176
## CZH04001 - CZH142056 -3.658224e-01 0.5866006 0.5342
## CZH04001 - CZH142060 -8.264144e-01 0.5869964 0.1622
## CZH04001 - CZH15002 -1.320892e+00 0.5867888 0.0266
## CZH04001 - CZH15013 -8.335460e-01 0.5655201 0.1436
## CZH04001 - CZH15017 -1.100207e+00 0.5865078 0.0636
## CZH04001 - CZH15183 -8.965841e-01 0.5857484 0.1290
## CZH04001 - CZH15185 1.056269e-01 0.5851613 0.8572
## CZH04001 - CZH15188 -8.943600e-01 0.5881105 0.1314
## CZH04001 - CZH15212 -7.291346e-01 0.5872009 0.2172
## CZH04001 - CZH15343 -1.136191e+00 0.5656797 0.0472
## CZH04001 - CZH15467 -9.345538e-01 0.5658393 0.1018
## CZH04001 - CZH15572 -8.638052e-01 0.5863084 0.1438
## CZH04001 - CZH15575 -7.078439e-01 0.5867014 0.2304
## CZH04001 - CZH15603 -1.392038e+00 0.5869143 0.0196
## CZH04001 - CZH16048 4.254588e-01 0.5920981 0.4740
## CZH04001 - CZH16333 -8.153445e-01 0.5840645 0.1658
## CZH04001 - CZH16334 -7.304552e-01 0.5867598 0.2160
## CZH04001 - CZH16335 -1.846701e-01 0.5880495 0.7542
## CZH04001 - CZH16340 -1.699217e+00 0.5851179 0.0046
## CZH04001 - CZH16374 -1.477304e-01 0.5866725 0.8018
## CZH04001 - CZH16389 -5.526373e-01 0.5673906 0.3324
## CZH04001 - CZH99014 -5.823910e-01 0.5881549 0.3244
## CZH04001 - CZH99015 -5.354020e-01 0.5889292 0.3654
## CZH04001 - CZH99019 -1.699136e-01 0.5863093 0.7726
## CZH04005 - CZH04007 -3.681431e-01 0.5875854 0.5324
## CZH04005 - CZH0524 1.112013e+00 0.5927106 0.0636
## CZH04005 - CZH0526 -5.604196e-01 0.5872787 0.3422
## CZH04005 - CZH0527 1.857892e-01 0.5887999 0.7530
## CZH04005 - CZH0528 3.675358e-01 0.5865940 0.5324
## CZH04005 - CZH0615 5.564320e-01 0.5869367 0.3454
## CZH04005 - CZH0623 -4.662368e-01 0.5924949 0.4332
## CZH04005 - CZH0629 -1.250265e-02 0.5875567 0.9830
## CZH04005 - CZH0728 1.170766e-01 0.5873565 0.8424
## CZH04005 - CZH0733 9.400192e-01 0.5920080 0.1154
## CZH04005 - CZH0735 7.360966e-01 0.5892529 0.2146
## CZH04005 - CZH0836 5.258889e-01 0.5919973 0.3764
## CZH04005 - CZH088 9.875556e-01 0.5673421 0.0848
## CZH04005 - CZH089 -1.148851e-01 0.5672913 0.8400
## CZH04005 - CZH0928 -6.064579e-01 0.5656328 0.2862
## CZH04005 - CZH0932 2.910711e-01 0.5903448 0.6230
## CZH04005 - CZH0935 -6.983828e-01 0.5921618 0.2410
## CZH04005 - CZH0946 7.656383e-01 0.5906455 0.1978
## CZH04005 - CZH1032 -4.222709e-01 0.5884388 0.4746
## CZH04005 - CZH1033 -3.682249e-01 0.5896487 0.5338
## CZH04005 - CZH1036 -3.506223e-01 0.5887416 0.5528
## CZH04005 - CZH1122 4.006474e-01 0.5866081 0.4962
## CZH04005 - CZH1123 -3.198658e-01 0.5886613 0.5880
## CZH04005 - CZH1134 5.554346e-01 0.5890528 0.3480
## CZH04005 - CZH1243 -5.295564e-01 0.5672815 0.3528
## CZH04005 - CZH1258 -4.445044e-02 0.5658225 0.9376
## CZH04005 - CZH1261 -1.235616e+00 0.5903937 0.0388
## CZH04005 - CZH1270 3.480082e-01 0.5906505 0.5570
## CZH04005 - CZH132117 1.417578e-01 0.5867095 0.8096
## CZH04005 - CZH132118 1.864631e-01 0.5870952 0.7514
## CZH04005 - CZH132119 3.723949e-01 0.5892005 0.5288
## CZH04005 - CZH132163 -6.358956e-01 0.5677425 0.2654
## CZH04005 - CZH132169 -1.639667e-01 0.5884601 0.7810
## CZH04005 - CZH142020 -9.216835e-01 0.5886914 0.1206
## CZH04005 - CZH142055 3.135742e-02 0.5885293 0.9576
## CZH04005 - CZH142056 1.446905e-01 0.5894074 0.8066
## CZH04005 - CZH142060 -3.159015e-01 0.5885190 0.5926
## CZH04005 - CZH15002 -8.103791e-01 0.5905179 0.1730
## CZH04005 - CZH15013 -3.230331e-01 0.5883902 0.5842
## CZH04005 - CZH15017 -5.896940e-01 0.5867911 0.3174
## CZH04005 - CZH15183 -3.860711e-01 0.5869773 0.5122
## CZH04005 - CZH15185 6.161398e-01 0.5890877 0.2982
## CZH04005 - CZH15188 -3.838470e-01 0.5883205 0.5156
## CZH04005 - CZH15212 -2.186216e-01 0.5884565 0.7110
## CZH04005 - CZH15343 -6.256779e-01 0.5884961 0.2902
## CZH04005 - CZH15467 -4.240409e-01 0.5873588 0.4720
## CZH04005 - CZH15572 -3.532922e-01 0.5886229 0.5498
## CZH04005 - CZH15575 -1.973309e-01 0.5923505 0.7398
## CZH04005 - CZH15603 -8.815254e-01 0.5869747 0.1362
## CZH04005 - CZH16048 9.359717e-01 0.5686575 0.1030
## CZH04005 - CZH16333 -3.048316e-01 0.5903110 0.6068
## CZH04005 - CZH16334 -2.199423e-01 0.5658793 0.6984
## CZH04005 - CZH16335 3.258428e-01 0.5671081 0.5668
## CZH04005 - CZH16340 -1.188704e+00 0.5669179 0.0386
## CZH04005 - CZH16374 3.627826e-01 0.5883256 0.5388
## CZH04005 - CZH16389 -4.212433e-02 0.5909482 0.9434
## CZH04005 - CZH99014 -7.187809e-02 0.5902401 0.9034
## CZH04005 - CZH99015 -2.488908e-02 0.5884992 0.9664
## CZH04005 - CZH99019 3.405993e-01 0.5900972 0.5652
## CZH04007 - CZH0524 1.480156e+00 0.5842299 0.0128
## CZH04007 - CZH0526 -1.922765e-01 0.5866875 0.7438
## CZH04007 - CZH0527 5.539324e-01 0.5627208 0.3274
## CZH04007 - CZH0528 7.356789e-01 0.5869328 0.2130
## CZH04007 - CZH0615 9.245751e-01 0.5853885 0.1174
## CZH04007 - CZH0623 -9.809372e-02 0.5674457 0.8632
## CZH04007 - CZH0629 3.556405e-01 0.5857275 0.5452
## CZH04007 - CZH0728 4.852198e-01 0.5653186 0.3928
## CZH04007 - CZH0733 1.308162e+00 0.5872421 0.0282
## CZH04007 - CZH0735 1.104240e+00 0.5883568 0.0634
## CZH04007 - CZH0836 8.940320e-01 0.5869284 0.1308
## CZH04007 - CZH088 1.355699e+00 0.5657430 0.0184
## CZH04007 - CZH089 2.532580e-01 0.5873952 0.6672
## CZH04007 - CZH0928 -2.383148e-01 0.5886935 0.6864
## CZH04007 - CZH0932 6.592142e-01 0.5888213 0.2656
## CZH04007 - CZH0935 -3.302397e-01 0.5868137 0.5748
## CZH04007 - CZH0946 1.133781e+00 0.5674330 0.0484
## CZH04007 - CZH1032 -5.412777e-02 0.5872874 0.9268
## CZH04007 - CZH1033 -8.179998e-05 0.5875063 0.9998
## CZH04007 - CZH1036 1.752083e-02 0.5884482 0.9764
## CZH04007 - CZH1122 7.687905e-01 0.5872479 0.1934
## CZH04007 - CZH1123 4.827732e-02 0.5876401 0.9346
## CZH04007 - CZH1134 9.235778e-01 0.5655543 0.1056
## CZH04007 - CZH1243 -1.614133e-01 0.5874000 0.7840
## CZH04007 - CZH1258 3.236927e-01 0.5885114 0.5836
## CZH04007 - CZH1261 -8.674732e-01 0.5868700 0.1426
## CZH04007 - CZH1270 7.161513e-01 0.5897486 0.2274
## CZH04007 - CZH132117 5.099009e-01 0.5841035 0.3848
## CZH04007 - CZH132118 5.546062e-01 0.5883892 0.3482
## CZH04007 - CZH132119 7.405381e-01 0.5853977 0.2088
## CZH04007 - CZH132163 -2.677525e-01 0.5841362 0.6476
## CZH04007 - CZH132169 2.041764e-01 0.5867739 0.7286
## CZH04007 - CZH142020 -5.535404e-01 0.5644818 0.3292
## CZH04007 - CZH142055 3.995005e-01 0.5904811 0.5002
## CZH04007 - CZH142056 5.128337e-01 0.5853796 0.3830
## CZH04007 - CZH142060 5.224168e-02 0.5884707 0.9294
## CZH04007 - CZH15002 -4.422360e-01 0.5853562 0.4518
## CZH04007 - CZH15013 4.511005e-02 0.5855906 0.9388
## CZH04007 - CZH15017 -2.215509e-01 0.5869657 0.7066
## CZH04007 - CZH15183 -1.792798e-02 0.5903474 0.9758
## CZH04007 - CZH15185 9.842829e-01 0.5855335 0.0958
## CZH04007 - CZH15188 -1.570391e-02 0.5883036 0.9788
## CZH04007 - CZH15212 1.495215e-01 0.5660276 0.7922
## CZH04007 - CZH15343 -2.575348e-01 0.5656630 0.6498
## CZH04007 - CZH15467 -5.589773e-02 0.5866816 0.9242
## CZH04007 - CZH15572 1.485093e-02 0.5849097 0.9798
## CZH04007 - CZH15575 1.708122e-01 0.5869329 0.7716
## CZH04007 - CZH15603 -5.133822e-01 0.5885603 0.3852
## CZH04007 - CZH16048 1.304115e+00 0.5923097 0.0300
## CZH04007 - CZH16333 6.331155e-02 0.5866518 0.9142
## CZH04007 - CZH16334 1.482008e-01 0.5661470 0.7940
## CZH04007 - CZH16335 6.939860e-01 0.5855700 0.2388
## CZH04007 - CZH16340 -8.205605e-01 0.5869779 0.1652
## CZH04007 - CZH16374 7.309257e-01 0.5869221 0.2160
## CZH04007 - CZH16389 3.260188e-01 0.5873729 0.5802
## CZH04007 - CZH99014 2.962650e-01 0.5888384 0.6160
## CZH04007 - CZH99015 3.432540e-01 0.5891474 0.5614
## CZH04007 - CZH99019 7.087424e-01 0.5852047 0.2288
## CZH0524 - CZH0526 -1.672433e+00 0.5873174 0.0054
## CZH0524 - CZH0527 -9.262239e-01 0.5673733 0.1058
## CZH0524 - CZH0528 -7.444774e-01 0.5888278 0.2090
## CZH0524 - CZH0615 -5.555811e-01 0.5887279 0.3476
## CZH0524 - CZH0623 -1.578250e+00 0.5627505 0.0060
## CZH0524 - CZH0629 -1.124516e+00 0.5869203 0.0582
## CZH0524 - CZH0728 -9.949365e-01 0.5883087 0.0940
## CZH0524 - CZH0733 -1.719940e-01 0.5889418 0.7708
## CZH0524 - CZH0735 -3.759166e-01 0.5658147 0.5080
## CZH0524 - CZH0836 -5.861243e-01 0.5886568 0.3218
## CZH0524 - CZH088 -1.244576e-01 0.5890674 0.8330
## CZH0524 - CZH089 -1.226898e+00 0.5927260 0.0410
## CZH0524 - CZH0928 -1.718471e+00 0.5909123 0.0044
## CZH0524 - CZH0932 -8.209421e-01 0.5885469 0.1662
## CZH0524 - CZH0935 -1.810396e+00 0.5652941 0.0018
## CZH0524 - CZH0946 -3.463749e-01 0.5869180 0.5564
## CZH0524 - CZH1032 -1.534284e+00 0.5884344 0.0106
## CZH0524 - CZH1033 -1.480238e+00 0.5889055 0.0136
## CZH0524 - CZH1036 -1.462635e+00 0.5903949 0.0150
## CZH0524 - CZH1122 -7.113658e-01 0.5905413 0.2312
## CZH0524 - CZH1123 -1.431879e+00 0.5924514 0.0174
## CZH0524 - CZH1134 -5.565785e-01 0.5672197 0.3288
## CZH0524 - CZH1243 -1.641570e+00 0.5889962 0.0064
## CZH0524 - CZH1258 -1.156464e+00 0.5909579 0.0532
## CZH0524 - CZH1261 -2.347629e+00 0.5690455 0.0000
## CZH0524 - CZH1270 -7.640050e-01 0.5887347 0.1974
## CZH0524 - CZH132117 -9.702554e-01 0.5889325 0.1026
## CZH0524 - CZH132118 -9.255501e-01 0.5910789 0.1206
## CZH0524 - CZH132119 -7.396182e-01 0.5869017 0.2106
## CZH0524 - CZH132163 -1.747909e+00 0.5898819 0.0038
## CZH0524 - CZH132169 -1.275980e+00 0.5870287 0.0320
## CZH0524 - CZH142020 -2.033697e+00 0.5658313 0.0006
## CZH0524 - CZH142055 -1.080656e+00 0.5911317 0.0706
## CZH0524 - CZH142056 -9.673226e-01 0.5658321 0.0904
## CZH0524 - CZH142060 -1.427915e+00 0.5873739 0.0168
## CZH0524 - CZH15002 -1.922392e+00 0.5883874 0.0014
## CZH0524 - CZH15013 -1.435046e+00 0.5905219 0.0168
## CZH0524 - CZH15017 -1.701707e+00 0.5890240 0.0048
## CZH0524 - CZH15183 -1.498084e+00 0.5913462 0.0128
## CZH0524 - CZH15185 -4.958734e-01 0.5870807 0.4004
## CZH0524 - CZH15188 -1.495860e+00 0.5886473 0.0126
## CZH0524 - CZH15212 -1.330635e+00 0.5892773 0.0262
## CZH0524 - CZH15343 -1.737691e+00 0.5852927 0.0038
## CZH0524 - CZH15467 -1.536054e+00 0.5868128 0.0102
## CZH0524 - CZH15572 -1.465305e+00 0.5857317 0.0140
## CZH0524 - CZH15575 -1.309344e+00 0.5689346 0.0234
## CZH0524 - CZH15603 -1.993539e+00 0.5892767 0.0010
## CZH0524 - CZH16048 -1.760414e-01 0.5960392 0.7684
## CZH0524 - CZH16333 -1.416845e+00 0.5841746 0.0170
## CZH0524 - CZH16334 -1.331955e+00 0.5890251 0.0260
## CZH0524 - CZH16335 -7.861703e-01 0.5889576 0.1850
## CZH0524 - CZH16340 -2.300717e+00 0.5891162 0.0002
## CZH0524 - CZH16374 -7.492306e-01 0.5858855 0.2040
## CZH0524 - CZH16389 -1.154137e+00 0.5886622 0.0528
## CZH0524 - CZH99014 -1.183891e+00 0.5902736 0.0476
## CZH0524 - CZH99015 -1.136902e+00 0.5906501 0.0570
## CZH0524 - CZH99019 -7.714138e-01 0.5670029 0.1768
## CZH0526 - CZH0527 7.462088e-01 0.5856094 0.2056
## CZH0526 - CZH0528 9.279554e-01 0.5866777 0.1168
## CZH0526 - CZH0615 1.116852e+00 0.5883960 0.0606
## CZH0526 - CZH0623 9.418276e-02 0.5883651 0.8732
## CZH0526 - CZH0629 5.479170e-01 0.5627551 0.3326
## CZH0526 - CZH0728 6.774962e-01 0.5655995 0.2338
## CZH0526 - CZH0733 1.500439e+00 0.5872114 0.0122
## CZH0526 - CZH0735 1.296516e+00 0.5879997 0.0298
## CZH0526 - CZH0836 1.086308e+00 0.5885157 0.0678
## CZH0526 - CZH088 1.547975e+00 0.5864984 0.0096
## CZH0526 - CZH089 4.455345e-01 0.5874351 0.4500
## CZH0526 - CZH0928 -4.603831e-02 0.5897333 0.9380
## CZH0526 - CZH0932 8.514907e-01 0.5855213 0.1490
## CZH0526 - CZH0935 -1.379632e-01 0.5854919 0.8142
## CZH0526 - CZH0946 1.326058e+00 0.5855248 0.0256
## CZH0526 - CZH1032 1.381487e-01 0.5837366 0.8134
## CZH0526 - CZH1033 1.921947e-01 0.5871369 0.7440
## CZH0526 - CZH1036 2.097973e-01 0.5870780 0.7216
## CZH0526 - CZH1122 9.610670e-01 0.5674346 0.0934
## CZH0526 - CZH1123 2.405538e-01 0.5885874 0.6836
## CZH0526 - CZH1134 1.115854e+00 0.5853796 0.0594
## CZH0526 - CZH1243 3.086321e-02 0.5855429 0.9580
## CZH0526 - CZH1258 5.159692e-01 0.5888933 0.3830
## CZH0526 - CZH1261 -6.751967e-01 0.5870864 0.2528
## CZH0526 - CZH1270 9.084278e-01 0.5884111 0.1258
## CZH0526 - CZH132117 7.021774e-01 0.5871578 0.2346
## CZH0526 - CZH132118 7.468827e-01 0.5890301 0.2078
## CZH0526 - CZH132119 9.328145e-01 0.5658704 0.1024
## CZH0526 - CZH132163 -7.547604e-02 0.5643170 0.8938
## CZH0526 - CZH132169 3.964529e-01 0.5851646 0.4996
## CZH0526 - CZH142020 -3.612639e-01 0.5871036 0.5398
## CZH0526 - CZH142055 5.917770e-01 0.5889742 0.3174
## CZH0526 - CZH142056 7.051101e-01 0.5856049 0.2314
## CZH0526 - CZH142060 2.445182e-01 0.5656571 0.6664
## CZH0526 - CZH15002 -2.499595e-01 0.5674550 0.6606
## CZH0526 - CZH15013 2.373865e-01 0.5858332 0.6862
## CZH0526 - CZH15017 -2.927444e-02 0.5868212 0.9604
## CZH0526 - CZH15183 1.743485e-01 0.5678447 0.7594
## CZH0526 - CZH15185 1.176559e+00 0.5855661 0.0472
## CZH0526 - CZH15188 1.765726e-01 0.5869771 0.7642
## CZH0526 - CZH15212 3.417980e-01 0.5885937 0.5628
## CZH0526 - CZH15343 -6.525828e-02 0.5868590 0.9116
## CZH0526 - CZH15467 1.363787e-01 0.5837990 0.8158
## CZH0526 - CZH15572 2.071274e-01 0.5867651 0.7248
## CZH0526 - CZH15575 3.630887e-01 0.5885567 0.5386
## CZH0526 - CZH15603 -3.211058e-01 0.5871731 0.5856
## CZH0526 - CZH16048 1.496391e+00 0.5908037 0.0128
## CZH0526 - CZH16333 2.555880e-01 0.5854871 0.6634
## CZH0526 - CZH16334 3.404773e-01 0.5841931 0.5614
## CZH0526 - CZH16335 8.862625e-01 0.5868599 0.1342
## CZH0526 - CZH16340 -6.282840e-01 0.5854495 0.2858
## CZH0526 - CZH16374 9.232022e-01 0.5644417 0.1050
## CZH0526 - CZH16389 5.182953e-01 0.5856083 0.3782
## CZH0526 - CZH99014 4.885415e-01 0.5899856 0.4096
## CZH0526 - CZH99015 5.355305e-01 0.5887661 0.3652
## CZH0526 - CZH99019 9.010189e-01 0.5657428 0.1144
## CZH0527 - CZH0528 1.817466e-01 0.5870616 0.7576
## CZH0527 - CZH0615 3.706428e-01 0.5865514 0.5288
## CZH0527 - CZH0623 -6.520261e-01 0.5854084 0.2680
## CZH0527 - CZH0629 -1.982919e-01 0.5855390 0.7356
## CZH0527 - CZH0728 -6.871259e-02 0.5656409 0.9036
## CZH0527 - CZH0733 7.542300e-01 0.5872131 0.2020
## CZH0527 - CZH0735 5.503073e-01 0.5885295 0.3520
## CZH0527 - CZH0836 3.400996e-01 0.5857133 0.5628
## CZH0527 - CZH088 8.017663e-01 0.5851883 0.1738
## CZH0527 - CZH089 -3.006744e-01 0.5873471 0.6098
## CZH0527 - CZH0928 -7.922471e-01 0.5887527 0.1814
## CZH0527 - CZH0932 1.052819e-01 0.5900190 0.8588
## CZH0527 - CZH0935 -8.841720e-01 0.5855391 0.1342
## CZH0527 - CZH0946 5.798491e-01 0.5671456 0.3090
## CZH0527 - CZH1032 -6.080601e-01 0.5871723 0.3028
## CZH0527 - CZH1033 -5.540142e-01 0.5883966 0.3486
## CZH0527 - CZH1036 -5.364115e-01 0.5887252 0.3644
## CZH0527 - CZH1122 2.148581e-01 0.5870574 0.7152
## CZH0527 - CZH1123 -5.056550e-01 0.5886652 0.3924
## CZH0527 - CZH1134 3.696454e-01 0.5837505 0.5280
## CZH0527 - CZH1243 -7.153456e-01 0.5873058 0.2260
## CZH0527 - CZH1258 -2.302397e-01 0.5873703 0.6960
## CZH0527 - CZH1261 -1.421406e+00 0.5674058 0.0138
## CZH0527 - CZH1270 1.622189e-01 0.5872093 0.7830
## CZH0527 - CZH132117 -4.403141e-02 0.5852730 0.9402
## CZH0527 - CZH132118 6.738492e-04 0.5868779 0.9990
## CZH0527 - CZH132119 1.866057e-01 0.5854671 0.7506
## CZH0527 - CZH132163 -8.216849e-01 0.5866897 0.1644
## CZH0527 - CZH132169 -3.497560e-01 0.5866800 0.5524
## CZH0527 - CZH142020 -1.107473e+00 0.5644724 0.0526
## CZH0527 - CZH142055 -1.544318e-01 0.5891634 0.7938
## CZH0527 - CZH142056 -4.109868e-02 0.5854669 0.9442
## CZH0527 - CZH142060 -5.016907e-01 0.5885461 0.3960
## CZH0527 - CZH15002 -9.961683e-01 0.5867642 0.0926
## CZH0527 - CZH15013 -5.088223e-01 0.5856462 0.3870
## CZH0527 - CZH15017 -7.754833e-01 0.5869222 0.1894
## CZH0527 - CZH15183 -5.718603e-01 0.5889986 0.3340
## CZH0527 - CZH15185 4.303506e-01 0.5866852 0.4650
## CZH0527 - CZH15188 -5.696363e-01 0.5872003 0.3344
## CZH0527 - CZH15212 -4.044109e-01 0.5660166 0.4766
## CZH0527 - CZH15343 -8.114671e-01 0.5837876 0.1676
## CZH0527 - CZH15467 -6.098301e-01 0.5880719 0.3022
## CZH0527 - CZH15572 -5.390814e-01 0.5657393 0.3430
## CZH0527 - CZH15575 -3.831202e-01 0.5871162 0.5156
## CZH0527 - CZH15603 -1.067315e+00 0.5873843 0.0722
## CZH0527 - CZH16048 7.501825e-01 0.5920954 0.2080
## CZH0527 - CZH16333 -4.906208e-01 0.5867596 0.4050
## CZH0527 - CZH16334 -4.057315e-01 0.5661166 0.4752
## CZH0527 - CZH16335 1.400536e-01 0.5854083 0.8114
## CZH0527 - CZH16340 -1.374493e+00 0.5882166 0.0214
## CZH0527 - CZH16374 1.769934e-01 0.5854730 0.7630
## CZH0527 - CZH16389 -2.279136e-01 0.5882560 0.6992
## CZH0527 - CZH99014 -2.576673e-01 0.5884479 0.6624
## CZH0527 - CZH99015 -2.106783e-01 0.5893069 0.7214
## CZH0527 - CZH99019 1.548101e-01 0.5863592 0.7924
## CZH0528 - CZH0615 1.888962e-01 0.5656844 0.7392
## CZH0528 - CZH0623 -8.337726e-01 0.5888936 0.1600
## CZH0528 - CZH0629 -3.800384e-01 0.5867927 0.5186
## CZH0528 - CZH0728 -2.504592e-01 0.5867839 0.6704
## CZH0528 - CZH0733 5.724834e-01 0.5900207 0.3342
## CZH0528 - CZH0735 3.685608e-01 0.5881847 0.5324
## CZH0528 - CZH0836 1.583531e-01 0.5866811 0.7878
## CZH0528 - CZH088 6.200198e-01 0.5853048 0.2920
## CZH0528 - CZH089 -4.824209e-01 0.5671886 0.3970
## CZH0528 - CZH0928 -9.739937e-01 0.5867007 0.1000
## CZH0528 - CZH0932 -7.646470e-02 0.5866982 0.8966
## CZH0528 - CZH0935 -1.065919e+00 0.5898999 0.0738
## CZH0528 - CZH0946 3.981025e-01 0.5868541 0.4992
## CZH0528 - CZH1032 -7.898067e-01 0.5863497 0.1810
## CZH0528 - CZH1033 -7.357607e-01 0.5655507 0.1962
## CZH0528 - CZH1036 -7.181581e-01 0.5870281 0.2240
## CZH0528 - CZH1122 3.311157e-02 0.5673964 0.9536
## CZH0528 - CZH1123 -6.874016e-01 0.5886765 0.2458
## CZH0528 - CZH1134 1.878989e-01 0.5851049 0.7488
## CZH0528 - CZH1243 -8.970922e-01 0.5836180 0.1274
## CZH0528 - CZH1258 -4.119862e-01 0.5868816 0.4844
## CZH0528 - CZH1261 -1.603152e+00 0.5884472 0.0076
## CZH0528 - CZH1270 -1.952761e-02 0.5885046 0.9736
## CZH0528 - CZH132117 -2.257780e-01 0.5851759 0.7004
## CZH0528 - CZH132118 -1.810727e-01 0.5854335 0.7578
## CZH0528 - CZH132119 4.859149e-03 0.5868682 0.9934
## CZH0528 - CZH132163 -1.003431e+00 0.5854851 0.0896
## CZH0528 - CZH132169 -5.315025e-01 0.5838048 0.3648
## CZH0528 - CZH142020 -1.289219e+00 0.5869000 0.0304
## CZH0528 - CZH142055 -3.361784e-01 0.5868795 0.5680
## CZH0528 - CZH142056 -2.228452e-01 0.5840666 0.7036
## CZH0528 - CZH142060 -6.834372e-01 0.5851979 0.2456
## CZH0528 - CZH15002 -1.177915e+00 0.5883064 0.0480
## CZH0528 - CZH15013 -6.905689e-01 0.5867769 0.2420
## CZH0528 - CZH15017 -9.572298e-01 0.5658321 0.0938
## CZH0528 - CZH15183 -7.536069e-01 0.5884345 0.2032
## CZH0528 - CZH15185 2.486040e-01 0.5871876 0.6730
## CZH0528 - CZH15188 -7.513828e-01 0.5866743 0.2032
## CZH0528 - CZH15212 -5.861574e-01 0.5884006 0.3216
## CZH0528 - CZH15343 -9.932137e-01 0.5867353 0.0936
## CZH0528 - CZH15467 -7.915766e-01 0.5656995 0.1648
## CZH0528 - CZH15572 -7.208280e-01 0.5865703 0.2220
## CZH0528 - CZH15575 -5.648667e-01 0.5672671 0.3218
## CZH0528 - CZH15603 -1.249061e+00 0.5657300 0.0296
## CZH0528 - CZH16048 5.684359e-01 0.5916227 0.3390
## CZH0528 - CZH16333 -6.723674e-01 0.5658174 0.2376
## CZH0528 - CZH16334 -5.874781e-01 0.5657016 0.3016
## CZH0528 - CZH16335 -4.169294e-02 0.5834500 0.9432
## CZH0528 - CZH16340 -1.556239e+00 0.5849885 0.0090
## CZH0528 - CZH16374 -4.753206e-03 0.5853898 0.9936
## CZH0528 - CZH16389 -4.096601e-01 0.5874520 0.4872
## CZH0528 - CZH99014 -4.394139e-01 0.5849825 0.4544
## CZH0528 - CZH99015 -3.924249e-01 0.5675247 0.4908
## CZH0528 - CZH99019 -2.693647e-02 0.5853318 0.9634
## CZH0615 - CZH0623 -1.022669e+00 0.5874286 0.0848
## CZH0615 - CZH0629 -5.689347e-01 0.5875304 0.3352
## CZH0615 - CZH0728 -4.393554e-01 0.5867554 0.4558
## CZH0615 - CZH0733 3.835872e-01 0.5876910 0.5154
## CZH0615 - CZH0735 1.796645e-01 0.5886143 0.7608
## CZH0615 - CZH0836 -3.054316e-02 0.5872468 0.9586
## CZH0615 - CZH088 4.311235e-01 0.5864586 0.4640
## CZH0615 - CZH089 -6.713172e-01 0.5869493 0.2554
## CZH0615 - CZH0928 -1.162890e+00 0.5867847 0.0502
## CZH0615 - CZH0932 -2.653609e-01 0.5885000 0.6530
## CZH0615 - CZH0935 -1.254815e+00 0.5901950 0.0360
## CZH0615 - CZH0946 2.092063e-01 0.5883997 0.7230
## CZH0615 - CZH1032 -9.787029e-01 0.5882191 0.0992
## CZH0615 - CZH1033 -9.246569e-01 0.5867932 0.1182
## CZH0615 - CZH1036 -9.070543e-01 0.5853184 0.1244
## CZH0615 - CZH1122 -1.557847e-01 0.5884701 0.7918
## CZH0615 - CZH1123 -8.762978e-01 0.5899543 0.1406
## CZH0615 - CZH1134 -9.973811e-04 0.5853892 0.9986
## CZH0615 - CZH1243 -1.085988e+00 0.5842159 0.0660
## CZH0615 - CZH1258 -6.008825e-01 0.5660055 0.2910
## CZH0615 - CZH1261 -1.792048e+00 0.5870659 0.0030
## CZH0615 - CZH1270 -2.084238e-01 0.5887105 0.7240
## CZH0615 - CZH132117 -4.146742e-01 0.5657444 0.4652
## CZH0615 - CZH132118 -3.699689e-01 0.5659915 0.5148
## CZH0615 - CZH132119 -1.840371e-01 0.5884500 0.7552
## CZH0615 - CZH132163 -1.192328e+00 0.5870174 0.0448
## CZH0615 - CZH132169 -7.203988e-01 0.5867546 0.2224
## CZH0615 - CZH142020 -1.478116e+00 0.5855051 0.0132
## CZH0615 - CZH142055 -5.250746e-01 0.5887194 0.3746
## CZH0615 - CZH142056 -4.117415e-01 0.5841015 0.4826
## CZH0615 - CZH142060 -8.723335e-01 0.5870102 0.1404
## CZH0615 - CZH15002 -1.366811e+00 0.5853333 0.0216
## CZH0615 - CZH15013 -8.794651e-01 0.5856735 0.1364
## CZH0615 - CZH15017 -1.146126e+00 0.5840920 0.0526
## CZH0615 - CZH15183 -9.425031e-01 0.5891225 0.1128
## CZH0615 - CZH15185 5.970779e-02 0.5872211 0.9192
## CZH0615 - CZH15188 -9.402791e-01 0.5887534 0.1134
## CZH0615 - CZH15212 -7.750537e-01 0.5872131 0.1898
## CZH0615 - CZH15343 -1.182110e+00 0.5657229 0.0392
## CZH0615 - CZH15467 -9.804729e-01 0.5660346 0.0864
## CZH0615 - CZH15572 -9.097242e-01 0.5853419 0.1234
## CZH0615 - CZH15575 -7.537630e-01 0.5677146 0.1872
## CZH0615 - CZH15603 -1.437957e+00 0.5842320 0.0156
## CZH0615 - CZH16048 3.795397e-01 0.5920899 0.5230
## CZH0615 - CZH16333 -8.612636e-01 0.5661468 0.1314
## CZH0615 - CZH16334 -7.763743e-01 0.5854103 0.1878
## CZH0615 - CZH16335 -2.305892e-01 0.5653907 0.6842
## CZH0615 - CZH16340 -1.745136e+00 0.5867224 0.0036
## CZH0615 - CZH16374 -1.936494e-01 0.5858084 0.7416
## CZH0615 - CZH16389 -5.985563e-01 0.5889154 0.3120
## CZH0615 - CZH99014 -6.283101e-01 0.5870222 0.2870
## CZH0615 - CZH99015 -5.813211e-01 0.5873553 0.3246
## CZH0615 - CZH99019 -2.158327e-01 0.5855827 0.7132
## CZH0623 - CZH0629 4.537342e-01 0.5870279 0.4414
## CZH0623 - CZH0728 5.833135e-01 0.5871302 0.3228
## CZH0623 - CZH0733 1.406256e+00 0.5902276 0.0190
## CZH0623 - CZH0735 1.202333e+00 0.5655006 0.0360
## CZH0623 - CZH0836 9.921257e-01 0.5890103 0.0952
## CZH0623 - CZH088 1.453792e+00 0.5888554 0.0152
## CZH0623 - CZH089 3.513517e-01 0.5926204 0.5546
## CZH0623 - CZH0928 -1.402211e-01 0.5906944 0.8128
## CZH0623 - CZH0932 7.573079e-01 0.5690007 0.1862
## CZH0623 - CZH0935 -2.321459e-01 0.5656709 0.6824
## CZH0623 - CZH0946 1.231875e+00 0.5884710 0.0388
## CZH0623 - CZH1032 4.396595e-02 0.5873280 0.9404
## CZH0623 - CZH1033 9.801192e-02 0.5901639 0.8684
## CZH0623 - CZH1036 1.156145e-01 0.5886344 0.8446
## CZH0623 - CZH1122 8.668842e-01 0.5919485 0.1462
## CZH0623 - CZH1123 1.463710e-01 0.5913039 0.8050
## CZH0623 - CZH1134 1.021671e+00 0.5853100 0.0840
## CZH0623 - CZH1243 -6.331955e-02 0.5888677 0.9146
## CZH0623 - CZH1258 4.217864e-01 0.5910910 0.4772
## CZH0623 - CZH1261 -7.693795e-01 0.5887139 0.1942
## CZH0623 - CZH1270 8.142450e-01 0.5904670 0.1710
## CZH0623 - CZH132117 6.079947e-01 0.5885460 0.3040
## CZH0623 - CZH132118 6.526999e-01 0.5921938 0.2730
## CZH0623 - CZH132119 8.386318e-01 0.5870982 0.1562
## CZH0623 - CZH132163 -1.696588e-01 0.5875374 0.7734
## CZH0623 - CZH132169 3.022701e-01 0.5882075 0.6084
## CZH0623 - CZH142020 -4.554466e-01 0.5658167 0.4228
## CZH0623 - CZH142055 4.975943e-01 0.5912751 0.4020
## CZH0623 - CZH142056 6.109274e-01 0.5657883 0.2828
## CZH0623 - CZH142060 1.503354e-01 0.5871470 0.7984
## CZH0623 - CZH15002 -3.441423e-01 0.5688140 0.5466
## CZH0623 - CZH15013 1.432038e-01 0.5891878 0.8084
## CZH0623 - CZH15017 -1.234572e-01 0.5902575 0.8348
## CZH0623 - CZH15183 8.016574e-02 0.5922421 0.8926
## CZH0623 - CZH15185 1.082377e+00 0.5871837 0.0682
## CZH0623 - CZH15188 8.238982e-02 0.5888655 0.8890
## CZH0623 - CZH15212 2.476152e-01 0.5904157 0.6758
## CZH0623 - CZH15343 -1.594410e-01 0.5672602 0.7792
## CZH0623 - CZH15467 4.219599e-02 0.5854718 0.9426
## CZH0623 - CZH15572 1.129446e-01 0.5869104 0.8478
## CZH0623 - CZH15575 2.689059e-01 0.5870295 0.6478
## CZH0623 - CZH15603 -4.152885e-01 0.5892958 0.4826
## CZH0623 - CZH16048 1.402209e+00 0.5962063 0.0206
## CZH0623 - CZH16333 1.614053e-01 0.5672215 0.7766
## CZH0623 - CZH16334 2.462946e-01 0.5891551 0.6768
## CZH0623 - CZH16335 7.920797e-01 0.5888642 0.1816
## CZH0623 - CZH16340 -7.224668e-01 0.5887399 0.2226
## CZH0623 - CZH16374 8.290194e-01 0.5884809 0.1620
## CZH0623 - CZH16389 4.241125e-01 0.5901617 0.4740
## CZH0623 - CZH99014 3.943588e-01 0.5917370 0.5066
## CZH0623 - CZH99015 4.413478e-01 0.5892256 0.4556
## CZH0623 - CZH99019 8.068362e-01 0.5850993 0.1710
## CZH0629 - CZH0728 1.295793e-01 0.5836563 0.8248
## CZH0629 - CZH0733 9.525218e-01 0.5882541 0.1086
## CZH0629 - CZH0735 7.485992e-01 0.5866963 0.2050
## CZH0629 - CZH0836 5.383915e-01 0.5856432 0.3602
## CZH0629 - CZH088 1.000058e+00 0.5869307 0.0916
## CZH0629 - CZH089 -1.023825e-01 0.5886915 0.8622
## CZH0629 - CZH0928 -5.939553e-01 0.5887307 0.3154
## CZH0629 - CZH0932 3.035737e-01 0.5869296 0.6062
## CZH0629 - CZH0935 -6.858801e-01 0.5671913 0.2294
## CZH0629 - CZH0946 7.781409e-01 0.5671005 0.1730
## CZH0629 - CZH1032 -4.097682e-01 0.5658411 0.4706
## CZH0629 - CZH1033 -3.557223e-01 0.5869822 0.5458
## CZH0629 - CZH1036 -3.381197e-01 0.5873277 0.5662
## CZH0629 - CZH1122 4.131500e-01 0.5870355 0.4832
## CZH0629 - CZH1123 -3.073632e-01 0.5874778 0.6020
## CZH0629 - CZH1134 5.679373e-01 0.5865744 0.3352
## CZH0629 - CZH1243 -5.170537e-01 0.5853442 0.3792
## CZH0629 - CZH1258 -3.194779e-02 0.5889170 0.9568
## CZH0629 - CZH1261 -1.223114e+00 0.5856316 0.0392
## CZH0629 - CZH1270 3.605108e-01 0.5869468 0.5404
## CZH0629 - CZH132117 1.542605e-01 0.5883136 0.7938
## CZH0629 - CZH132118 1.989657e-01 0.5891168 0.7362
## CZH0629 - CZH132119 3.848976e-01 0.5826708 0.5104
## CZH0629 - CZH132163 -6.233930e-01 0.5643561 0.2720
## CZH0629 - CZH132169 -1.514641e-01 0.5839070 0.7958
## CZH0629 - CZH142020 -9.091808e-01 0.5856913 0.1238
## CZH0629 - CZH142055 4.386007e-02 0.5890958 0.9408
## CZH0629 - CZH142056 1.571932e-01 0.5879416 0.7898
## CZH0629 - CZH142060 -3.033988e-01 0.5826915 0.6038
## CZH0629 - CZH15002 -7.978765e-01 0.5868628 0.1770
## CZH0629 - CZH15013 -3.105304e-01 0.5856781 0.5972
## CZH0629 - CZH15017 -5.771914e-01 0.5868777 0.3278
## CZH0629 - CZH15183 -3.735685e-01 0.5679034 0.5122
## CZH0629 - CZH15185 6.286425e-01 0.5867508 0.2866
## CZH0629 - CZH15188 -3.713444e-01 0.5883710 0.5294
## CZH0629 - CZH15212 -2.061190e-01 0.5903940 0.7278
## CZH0629 - CZH15343 -6.131752e-01 0.5868890 0.2986
## CZH0629 - CZH15467 -4.115382e-01 0.5655808 0.4686
## CZH0629 - CZH15572 -3.407896e-01 0.5869821 0.5628
## CZH0629 - CZH15575 -1.848283e-01 0.5871254 0.7536
## CZH0629 - CZH15603 -8.690227e-01 0.5873798 0.1422
## CZH0629 - CZH16048 9.484744e-01 0.5923511 0.1124
## CZH0629 - CZH16333 -2.923289e-01 0.5853979 0.6186
## CZH0629 - CZH16334 -2.074396e-01 0.5854188 0.7238
## CZH0629 - CZH16335 3.383455e-01 0.5872699 0.5658
## CZH0629 - CZH16340 -1.176201e+00 0.5856701 0.0474
## CZH0629 - CZH16374 3.752852e-01 0.5644499 0.5076
## CZH0629 - CZH16389 -2.962168e-02 0.5673057 0.9584
## CZH0629 - CZH99014 -5.937545e-02 0.5882550 0.9198
## CZH0629 - CZH99015 -1.238643e-02 0.5889390 0.9832
## CZH0629 - CZH99019 3.531020e-01 0.5850392 0.5476
## CZH0728 - CZH0733 8.229426e-01 0.5672317 0.1500
## CZH0728 - CZH0735 6.190199e-01 0.5896976 0.2964
## CZH0728 - CZH0836 4.088122e-01 0.5869298 0.4878
## CZH0728 - CZH088 8.704789e-01 0.5834912 0.1388
## CZH0728 - CZH089 -2.319618e-01 0.5870698 0.6936
## CZH0728 - CZH0928 -7.235345e-01 0.5886568 0.2220
## CZH0728 - CZH0932 1.739945e-01 0.5871325 0.7676
## CZH0728 - CZH0935 -8.154594e-01 0.5867047 0.1676
## CZH0728 - CZH0946 6.485617e-01 0.5672387 0.2556
## CZH0728 - CZH1032 -5.393475e-01 0.5853312 0.3590
## CZH0728 - CZH1033 -4.853016e-01 0.5869452 0.4104
## CZH0728 - CZH1036 -4.676989e-01 0.5882827 0.4284
## CZH0728 - CZH1122 2.835707e-01 0.5872470 0.6302
## CZH0728 - CZH1123 -4.369424e-01 0.5871053 0.4584
## CZH0728 - CZH1134 4.383580e-01 0.5848782 0.4554
## CZH0728 - CZH1243 -6.466330e-01 0.5867930 0.2732
## CZH0728 - CZH1258 -1.615271e-01 0.5897351 0.7848
## CZH0728 - CZH1261 -1.352693e+00 0.5865213 0.0232
## CZH0728 - CZH1270 2.309315e-01 0.5866686 0.6946
## CZH0728 - CZH132117 2.468119e-02 0.5658414 0.9652
## CZH0728 - CZH132118 6.938644e-02 0.5882603 0.9064
## CZH0728 - CZH132119 2.553183e-01 0.5656397 0.6526
## CZH0728 - CZH132163 -7.529723e-01 0.5653547 0.1860
## CZH0728 - CZH132169 -2.810434e-01 0.5864662 0.6328
## CZH0728 - CZH142020 -1.038760e+00 0.5840352 0.0784
## CZH0728 - CZH142055 -8.571921e-02 0.5900633 0.8848
## CZH0728 - CZH142056 2.761391e-02 0.5866777 0.9626
## CZH0728 - CZH142060 -4.329781e-01 0.5855264 0.4614
## CZH0728 - CZH15002 -9.274557e-01 0.5673257 0.1052
## CZH0728 - CZH15013 -4.401097e-01 0.5658415 0.4386
## CZH0728 - CZH15017 -7.067707e-01 0.5863993 0.2310
## CZH0728 - CZH15183 -5.031477e-01 0.5873946 0.3938
## CZH0728 - CZH15185 4.990632e-01 0.5838018 0.3946
## CZH0728 - CZH15188 -5.009237e-01 0.5897766 0.3978
## CZH0728 - CZH15212 -3.356983e-01 0.5870366 0.5688
## CZH0728 - CZH15343 -7.427545e-01 0.5848877 0.2070
## CZH0728 - CZH15467 -5.411175e-01 0.5863474 0.3584
## CZH0728 - CZH15572 -4.703688e-01 0.5849880 0.4232
## CZH0728 - CZH15575 -3.144076e-01 0.5883709 0.5942
## CZH0728 - CZH15603 -9.986020e-01 0.5869705 0.0920
## CZH0728 - CZH16048 8.188951e-01 0.5936478 0.1708
## CZH0728 - CZH16333 -4.219082e-01 0.5868763 0.4738
## CZH0728 - CZH16334 -3.370189e-01 0.5660032 0.5528
## CZH0728 - CZH16335 2.087662e-01 0.5853804 0.7222
## CZH0728 - CZH16340 -1.305780e+00 0.5854771 0.0280
## CZH0728 - CZH16374 2.457060e-01 0.5851594 0.6754
## CZH0728 - CZH16389 -1.592010e-01 0.5853419 0.7862
## CZH0728 - CZH99014 -1.889547e-01 0.5884075 0.7488
## CZH0728 - CZH99015 -1.419657e-01 0.5886778 0.8100
## CZH0728 - CZH99019 2.235227e-01 0.5849824 0.7032
## CZH0733 - CZH0735 -2.039226e-01 0.5903170 0.7304
## CZH0733 - CZH0836 -4.141303e-01 0.5905631 0.4848
## CZH0733 - CZH088 4.753637e-02 0.5868854 0.9356
## CZH0733 - CZH089 -1.054904e+00 0.5919576 0.0778
## CZH0733 - CZH0928 -1.546477e+00 0.5905719 0.0102
## CZH0733 - CZH0932 -6.489481e-01 0.5889759 0.2732
## CZH0733 - CZH0935 -1.638402e+00 0.5882788 0.0064
## CZH0733 - CZH0946 -1.743809e-01 0.5902715 0.7682
## CZH0733 - CZH1032 -1.362290e+00 0.5887064 0.0228
## CZH0733 - CZH1033 -1.308244e+00 0.5882687 0.0284
## CZH0733 - CZH1036 -1.290641e+00 0.5921309 0.0316
## CZH0733 - CZH1122 -5.393718e-01 0.5909148 0.3636
## CZH0733 - CZH1123 -1.259885e+00 0.5878573 0.0346
## CZH0733 - CZH1134 -3.845845e-01 0.5869380 0.5138
## CZH0733 - CZH1243 -1.469576e+00 0.5888109 0.0142
## CZH0733 - CZH1258 -9.844696e-01 0.5889011 0.0978
## CZH0733 - CZH1261 -2.175636e+00 0.5654657 0.0002
## CZH0733 - CZH1270 -5.920110e-01 0.5644469 0.2968
## CZH0733 - CZH132117 -7.982614e-01 0.5674094 0.1626
## CZH0733 - CZH132118 -7.535561e-01 0.5889870 0.2038
## CZH0733 - CZH132119 -5.676242e-01 0.5840397 0.3334
## CZH0733 - CZH132163 -1.575915e+00 0.5869831 0.0084
## CZH0733 - CZH132169 -1.103986e+00 0.5885181 0.0636
## CZH0733 - CZH142020 -1.861703e+00 0.5856374 0.0020
## CZH0733 - CZH142055 -9.086618e-01 0.5919764 0.1280
## CZH0733 - CZH142056 -7.953286e-01 0.5888946 0.1798
## CZH0733 - CZH142060 -1.255921e+00 0.5876078 0.0350
## CZH0733 - CZH15002 -1.750398e+00 0.5903477 0.0038
## CZH0733 - CZH15013 -1.263052e+00 0.5675178 0.0282
## CZH0733 - CZH15017 -1.529713e+00 0.5852584 0.0104
## CZH0733 - CZH15183 -1.326090e+00 0.5905759 0.0270
## CZH0733 - CZH15185 -3.238794e-01 0.5641379 0.5672
## CZH0733 - CZH15188 -1.323866e+00 0.5909029 0.0272
## CZH0733 - CZH15212 -1.158641e+00 0.5919271 0.0530
## CZH0733 - CZH15343 -1.565697e+00 0.5669549 0.0068
## CZH0733 - CZH15467 -1.364060e+00 0.5885462 0.0226
## CZH0733 - CZH15572 -1.293311e+00 0.5868076 0.0298
## CZH0733 - CZH15575 -1.137350e+00 0.5908230 0.0570
## CZH0733 - CZH15603 -1.821545e+00 0.5886513 0.0026
## CZH0733 - CZH16048 -4.047455e-03 0.5958477 0.9946
## CZH0733 - CZH16333 -1.244851e+00 0.5903591 0.0374
## CZH0733 - CZH16334 -1.159961e+00 0.5892021 0.0518
## CZH0733 - CZH16335 -6.141763e-01 0.5888709 0.2994
## CZH0733 - CZH16340 -2.128723e+00 0.5874051 0.0004
## CZH0733 - CZH16374 -5.772366e-01 0.5869023 0.3278
## CZH0733 - CZH16389 -9.821435e-01 0.5658165 0.0856
## CZH0733 - CZH99014 -1.011897e+00 0.5902809 0.0896
## CZH0733 - CZH99015 -9.649083e-01 0.5888731 0.1044
## CZH0733 - CZH99019 -5.994199e-01 0.5673297 0.2932
## CZH0735 - CZH0836 -2.102077e-01 0.5900538 0.7224
## CZH0735 - CZH088 2.514590e-01 0.5886989 0.6702
## CZH0735 - CZH089 -8.509817e-01 0.5904724 0.1526
## CZH0735 - CZH0928 -1.342554e+00 0.5885504 0.0246
## CZH0735 - CZH0932 -4.450255e-01 0.5864543 0.4498
## CZH0735 - CZH0935 -1.434479e+00 0.5657038 0.0128
## CZH0735 - CZH0946 2.954172e-02 0.5896929 0.9602
## CZH0735 - CZH1032 -1.158367e+00 0.5852927 0.0506
## CZH0735 - CZH1033 -1.104321e+00 0.5885629 0.0636
## CZH0735 - CZH1036 -1.086719e+00 0.5689459 0.0590
## CZH0735 - CZH1122 -3.354492e-01 0.5885305 0.5700
## CZH0735 - CZH1123 -1.055962e+00 0.5921486 0.0776
## CZH0735 - CZH1134 -1.806619e-01 0.5879456 0.7592
## CZH0735 - CZH1243 -1.265653e+00 0.5674563 0.0280
## CZH0735 - CZH1258 -7.805470e-01 0.5916346 0.1900
## CZH0735 - CZH1261 -1.971713e+00 0.5900555 0.0012
## CZH0735 - CZH1270 -3.880884e-01 0.5888315 0.5114
## CZH0735 - CZH132117 -5.943388e-01 0.5885477 0.3150
## CZH0735 - CZH132118 -5.496335e-01 0.5920603 0.3554
## CZH0735 - CZH132119 -3.637016e-01 0.5882512 0.5378
## CZH0735 - CZH132163 -1.371992e+00 0.5872717 0.0214
## CZH0735 - CZH132169 -9.000633e-01 0.5866195 0.1282
## CZH0735 - CZH142020 -1.657780e+00 0.5854000 0.0056
## CZH0735 - CZH142055 -7.047392e-01 0.5906313 0.2356
## CZH0735 - CZH142056 -5.914060e-01 0.5863615 0.3156
## CZH0735 - CZH142060 -1.051998e+00 0.5670975 0.0666
## CZH0735 - CZH15002 -1.546476e+00 0.5881364 0.0100
## CZH0735 - CZH15013 -1.059130e+00 0.5890974 0.0752
## CZH0735 - CZH15017 -1.325791e+00 0.5900186 0.0268
## CZH0735 - CZH15183 -1.122168e+00 0.5905080 0.0602
## CZH0735 - CZH15185 -1.199568e-01 0.5872363 0.8386
## CZH0735 - CZH15188 -1.119944e+00 0.5688806 0.0518
## CZH0735 - CZH15212 -9.547182e-01 0.5904428 0.1090
## CZH0735 - CZH15343 -1.361774e+00 0.5866364 0.0222
## CZH0735 - CZH15467 -1.160137e+00 0.5671736 0.0434
## CZH0735 - CZH15572 -1.089389e+00 0.5883074 0.0670
## CZH0735 - CZH15575 -9.334275e-01 0.5885011 0.1158
## CZH0735 - CZH15603 -1.617622e+00 0.5887932 0.0072
## CZH0735 - CZH16048 1.998752e-01 0.5939507 0.7372
## CZH0735 - CZH16333 -1.040928e+00 0.5853227 0.0784
## CZH0735 - CZH16334 -9.560388e-01 0.5885339 0.1074
## CZH0735 - CZH16335 -4.102537e-01 0.5885554 0.4874
## CZH0735 - CZH16340 -1.924800e+00 0.5676818 0.0010
## CZH0735 - CZH16374 -3.733140e-01 0.5870109 0.5262
## CZH0735 - CZH16389 -7.782209e-01 0.5901361 0.1902
## CZH0735 - CZH99014 -8.079747e-01 0.5887356 0.1730
## CZH0735 - CZH99015 -7.609857e-01 0.5885876 0.1990
## CZH0735 - CZH99019 -3.954972e-01 0.5852179 0.5008
## CZH0836 - CZH088 4.616667e-01 0.5885028 0.4346
## CZH0836 - CZH089 -6.407740e-01 0.5900977 0.2802
## CZH0836 - CZH0928 -1.132347e+00 0.5904355 0.0580
## CZH0836 - CZH0932 -2.348178e-01 0.5902463 0.6916
## CZH0836 - CZH0935 -1.224272e+00 0.5898774 0.0406
## CZH0836 - CZH0946 2.397494e-01 0.5655705 0.6726
## CZH0836 - CZH1032 -9.481598e-01 0.5871199 0.1094
## CZH0836 - CZH1033 -8.941138e-01 0.5869216 0.1308
## CZH0836 - CZH1036 -8.765112e-01 0.5905922 0.1410
## CZH0836 - CZH1122 -1.252415e-01 0.5899106 0.8324
## CZH0836 - CZH1123 -8.457547e-01 0.5692272 0.1404
## CZH0836 - CZH1134 2.954578e-02 0.5866974 0.9600
## CZH0836 - CZH1243 -1.055445e+00 0.5886591 0.0760
## CZH0836 - CZH1258 -5.703393e-01 0.5918256 0.3376
## CZH0836 - CZH1261 -1.761505e+00 0.5901887 0.0036
## CZH0836 - CZH1270 -1.778807e-01 0.5902656 0.7638
## CZH0836 - CZH132117 -3.841310e-01 0.5886415 0.5156
## CZH0836 - CZH132118 -3.394258e-01 0.5905020 0.5668
## CZH0836 - CZH132119 -1.534939e-01 0.5885664 0.7948
## CZH0836 - CZH132163 -1.161785e+00 0.5883768 0.0510
## CZH0836 - CZH132169 -6.898556e-01 0.5672934 0.2268
## CZH0836 - CZH142020 -1.447572e+00 0.5871998 0.0154
## CZH0836 - CZH142055 -4.945314e-01 0.5884044 0.4026
## CZH0836 - CZH142056 -3.811983e-01 0.5869602 0.5176
## CZH0836 - CZH142060 -8.417903e-01 0.5897676 0.1566
## CZH0836 - CZH15002 -1.336268e+00 0.5903110 0.0258
## CZH0836 - CZH15013 -8.489219e-01 0.5675712 0.1378
## CZH0836 - CZH15017 -1.115583e+00 0.5886884 0.0610
## CZH0836 - CZH15183 -9.119600e-01 0.5873639 0.1236
## CZH0836 - CZH15185 9.025095e-02 0.5889003 0.8786
## CZH0836 - CZH15188 -9.097359e-01 0.5689775 0.1130
## CZH0836 - CZH15212 -7.445105e-01 0.5888395 0.2090
## CZH0836 - CZH15343 -1.151567e+00 0.5884478 0.0532
## CZH0836 - CZH15467 -9.499297e-01 0.5854547 0.1078
## CZH0836 - CZH15572 -8.791811e-01 0.5883194 0.1382
## CZH0836 - CZH15575 -7.232198e-01 0.5644453 0.2030
## CZH0836 - CZH15603 -1.407414e+00 0.5883944 0.0186
## CZH0836 - CZH16048 4.100829e-01 0.5922625 0.4902
## CZH0836 - CZH16333 -8.307204e-01 0.5659270 0.1452
## CZH0836 - CZH16334 -7.458311e-01 0.5883344 0.2078
## CZH0836 - CZH16335 -2.000460e-01 0.5899239 0.7352
## CZH0836 - CZH16340 -1.714592e+00 0.5872230 0.0044
## CZH0836 - CZH16374 -1.631063e-01 0.5885838 0.7822
## CZH0836 - CZH16389 -5.680132e-01 0.5888848 0.3370
## CZH0836 - CZH99014 -5.977670e-01 0.5656621 0.2932
## CZH0836 - CZH99015 -5.507779e-01 0.5917327 0.3542
## CZH0836 - CZH99019 -1.852895e-01 0.5882478 0.7534
## CZH088 - CZH089 -1.102441e+00 0.5670082 0.0546
## CZH088 - CZH0928 -1.594013e+00 0.5880469 0.0080
## CZH088 - CZH0932 -6.964845e-01 0.5886297 0.2396
## CZH088 - CZH0935 -1.685938e+00 0.5886349 0.0050
## CZH088 - CZH0946 -2.219173e-01 0.5884630 0.7068
## CZH088 - CZH1032 -1.409826e+00 0.5870852 0.0182
## CZH088 - CZH1033 -1.355780e+00 0.5854312 0.0226
## CZH088 - CZH1036 -1.338178e+00 0.5885167 0.0252
## CZH088 - CZH1122 -5.869082e-01 0.5864906 0.3194
## CZH088 - CZH1123 -1.307421e+00 0.5671513 0.0232
## CZH088 - CZH1134 -4.321209e-01 0.5658867 0.4468
## CZH088 - CZH1243 -1.517112e+00 0.5869894 0.0112
## CZH088 - CZH1258 -1.032006e+00 0.5866242 0.0816
## CZH088 - CZH1261 -2.223172e+00 0.5882431 0.0002
## CZH088 - CZH1270 -6.395474e-01 0.5885597 0.2798
## CZH088 - CZH132117 -8.457977e-01 0.5848654 0.1512
## CZH088 - CZH132118 -8.010925e-01 0.5853371 0.1742
## CZH088 - CZH132119 -6.151606e-01 0.5841368 0.2948
## CZH088 - CZH132163 -1.623451e+00 0.5656735 0.0050
## CZH088 - CZH132169 -1.151522e+00 0.5867377 0.0524
## CZH088 - CZH142020 -1.909239e+00 0.5867696 0.0016
## CZH088 - CZH142055 -9.561981e-01 0.5879763 0.1070
## CZH088 - CZH142056 -8.428650e-01 0.5868441 0.1540
## CZH088 - CZH142060 -1.303457e+00 0.5869351 0.0286
## CZH088 - CZH15002 -1.797935e+00 0.5868692 0.0028
## CZH088 - CZH15013 -1.310589e+00 0.5836409 0.0270
## CZH088 - CZH15017 -1.577250e+00 0.5656630 0.0064
## CZH088 - CZH15183 -1.373627e+00 0.5869387 0.0212
## CZH088 - CZH15185 -3.714157e-01 0.5658451 0.5130
## CZH088 - CZH15188 -1.371403e+00 0.5869679 0.0214
## CZH088 - CZH15212 -1.206177e+00 0.5670742 0.0358
## CZH088 - CZH15343 -1.613233e+00 0.5850385 0.0070
## CZH088 - CZH15467 -1.411596e+00 0.5867801 0.0180
## CZH088 - CZH15572 -1.340848e+00 0.5848506 0.0240
## CZH088 - CZH15575 -1.184886e+00 0.5890496 0.0470
## CZH088 - CZH15603 -1.869081e+00 0.5852262 0.0018
## CZH088 - CZH16048 -5.158382e-02 0.5885715 0.9304
## CZH088 - CZH16333 -1.292387e+00 0.5883326 0.0304
## CZH088 - CZH16334 -1.207498e+00 0.5840028 0.0412
## CZH088 - CZH16335 -6.617127e-01 0.5849797 0.2606
## CZH088 - CZH16340 -2.176259e+00 0.5656755 0.0002
## CZH088 - CZH16374 -6.247730e-01 0.5866644 0.2894
## CZH088 - CZH16389 -1.029680e+00 0.5871812 0.0826
## CZH088 - CZH99014 -1.059434e+00 0.5898472 0.0754
## CZH088 - CZH99015 -1.012445e+00 0.5885220 0.0884
## CZH088 - CZH99019 -6.469562e-01 0.5853741 0.2718
## CZH089 - CZH0928 -4.915728e-01 0.5884463 0.4054
## CZH089 - CZH0932 4.059562e-01 0.5902640 0.4932
## CZH089 - CZH0935 -5.834976e-01 0.5920710 0.3268
## CZH089 - CZH0946 8.805234e-01 0.5900305 0.1388
## CZH089 - CZH1032 -3.073857e-01 0.5871730 0.6018
## CZH089 - CZH1033 -2.533398e-01 0.5870060 0.6670
## CZH089 - CZH1036 -2.357372e-01 0.5900667 0.6904
## CZH089 - CZH1122 5.155325e-01 0.5686116 0.3668
## CZH089 - CZH1123 -2.049807e-01 0.5886249 0.7284
## CZH089 - CZH1134 6.703198e-01 0.5886198 0.2576
## CZH089 - CZH1243 -4.146712e-01 0.5855672 0.4804
## CZH089 - CZH1258 7.043471e-02 0.5881077 0.9050
## CZH089 - CZH1261 -1.120731e+00 0.5903443 0.0606
## CZH089 - CZH1270 4.628933e-01 0.5906541 0.4350
## CZH089 - CZH132117 2.566430e-01 0.5878492 0.6634
## CZH089 - CZH132118 3.013482e-01 0.5656600 0.5954
## CZH089 - CZH132119 4.872801e-01 0.5889397 0.4100
## CZH089 - CZH132163 -5.210105e-01 0.5676631 0.3610
## CZH089 - CZH132169 -4.908160e-02 0.5885068 0.9338
## CZH089 - CZH142020 -8.067983e-01 0.5902058 0.1746
## CZH089 - CZH142055 1.462426e-01 0.5897874 0.8046
## CZH089 - CZH142056 2.595757e-01 0.5902662 0.6610
## CZH089 - CZH142060 -2.010163e-01 0.5868982 0.7326
## CZH089 - CZH15002 -6.954940e-01 0.5905377 0.2416
## CZH089 - CZH15013 -2.081479e-01 0.5869880 0.7236
## CZH089 - CZH15017 -4.748089e-01 0.5853957 0.4192
## CZH089 - CZH15183 -2.711860e-01 0.5900775 0.6468
## CZH089 - CZH15185 7.310250e-01 0.5889323 0.2174
## CZH089 - CZH15188 -2.689619e-01 0.5886741 0.6488
## CZH089 - CZH15212 -1.037365e-01 0.5871846 0.8602
## CZH089 - CZH15343 -5.107927e-01 0.5899233 0.3886
## CZH089 - CZH15467 -3.091557e-01 0.5871260 0.5996
## CZH089 - CZH15572 -2.384071e-01 0.5881932 0.6862
## CZH089 - CZH15575 -8.244579e-02 0.5907296 0.8892
## CZH089 - CZH15603 -7.666402e-01 0.5870678 0.1946
## CZH089 - CZH16048 1.050857e+00 0.5915182 0.0786
## CZH089 - CZH16333 -1.899464e-01 0.5890777 0.7478
## CZH089 - CZH16334 -1.050571e-01 0.5658451 0.8530
## CZH089 - CZH16335 4.407280e-01 0.5852612 0.4532
## CZH089 - CZH16340 -1.073818e+00 0.5673104 0.0612
## CZH089 - CZH16374 4.776677e-01 0.5869952 0.4178
## CZH089 - CZH16389 7.276082e-02 0.5907048 0.9022
## CZH089 - CZH99014 4.300705e-02 0.5885819 0.9418
## CZH089 - CZH99015 8.999606e-02 0.5901778 0.8792
## CZH089 - CZH99019 4.554845e-01 0.5889504 0.4412
## CZH0928 - CZH0932 8.975290e-01 0.5885218 0.1304
## CZH0928 - CZH0935 -9.192487e-02 0.5906495 0.8766
## CZH0928 - CZH0946 1.372096e+00 0.5903804 0.0222
## CZH0928 - CZH1032 1.841870e-01 0.5675815 0.7462
## CZH0928 - CZH1033 2.382330e-01 0.5858278 0.6852
## CZH0928 - CZH1036 2.558356e-01 0.5690018 0.6540
## CZH0928 - CZH1122 1.007105e+00 0.5880646 0.0898
## CZH0928 - CZH1123 2.865921e-01 0.5900724 0.6282
## CZH0928 - CZH1134 1.161893e+00 0.5887680 0.0512
## CZH0928 - CZH1243 7.690152e-02 0.5853641 0.8958
## CZH0928 - CZH1258 5.620075e-01 0.5655764 0.3228
## CZH0928 - CZH1261 -6.291584e-01 0.5887093 0.2878
## CZH0928 - CZH1270 9.544661e-01 0.5904272 0.1092
## CZH0928 - CZH132117 7.482157e-01 0.5673066 0.1902
## CZH0928 - CZH132118 7.929210e-01 0.5883533 0.1808
## CZH0928 - CZH132119 9.788529e-01 0.5891080 0.0998
## CZH0928 - CZH132163 -2.943773e-02 0.5885519 0.9602
## CZH0928 - CZH132169 4.424912e-01 0.5674268 0.4374
## CZH0928 - CZH142020 -3.152256e-01 0.5678159 0.5800
## CZH0928 - CZH142055 6.378153e-01 0.5885655 0.2812
## CZH0928 - CZH142056 7.511485e-01 0.5901630 0.2060
## CZH0928 - CZH142060 2.905565e-01 0.5870089 0.6218
## CZH0928 - CZH15002 -2.039212e-01 0.5901607 0.7304
## CZH0928 - CZH15013 2.834248e-01 0.5886678 0.6312
## CZH0928 - CZH15017 1.676387e-02 0.5866061 0.9772
## CZH0928 - CZH15183 2.203868e-01 0.5897020 0.7094
## CZH0928 - CZH15185 1.222598e+00 0.5900216 0.0408
## CZH0928 - CZH15188 2.226109e-01 0.5868436 0.7052
## CZH0928 - CZH15212 3.878363e-01 0.5898199 0.5124
## CZH0928 - CZH15343 -1.921997e-02 0.5870615 0.9740
## CZH0928 - CZH15467 1.824171e-01 0.5882354 0.7572
## CZH0928 - CZH15572 2.531657e-01 0.5899050 0.6688
## CZH0928 - CZH15575 4.091270e-01 0.5919098 0.4910
## CZH0928 - CZH15603 -2.750675e-01 0.5882279 0.6410
## CZH0928 - CZH16048 1.542430e+00 0.5690133 0.0080
## CZH0928 - CZH16333 3.016263e-01 0.5885688 0.6094
## CZH0928 - CZH16334 3.865156e-01 0.5866462 0.5116
## CZH0928 - CZH16335 9.323008e-01 0.5865382 0.1152
## CZH0928 - CZH16340 -5.822457e-01 0.5865071 0.3232
## CZH0928 - CZH16374 9.692405e-01 0.5870826 0.1018
## CZH0928 - CZH16389 5.643336e-01 0.5905202 0.3416
## CZH0928 - CZH99014 5.345798e-01 0.5886405 0.3660
## CZH0928 - CZH99015 5.815688e-01 0.5688357 0.3090
## CZH0928 - CZH99019 9.470572e-01 0.5898724 0.1116
## CZH0932 - CZH0935 -9.894539e-01 0.5884115 0.0958
## CZH0932 - CZH0946 4.745672e-01 0.5900913 0.4232
## CZH0932 - CZH1032 -7.133420e-01 0.5673050 0.2116
## CZH0932 - CZH1033 -6.592960e-01 0.5867985 0.2638
## CZH0932 - CZH1036 -6.416934e-01 0.5872460 0.2772
## CZH0932 - CZH1122 1.095763e-01 0.5900114 0.8530
## CZH0932 - CZH1123 -6.109369e-01 0.5906468 0.3034
## CZH0932 - CZH1134 2.643636e-01 0.5883175 0.6542
## CZH0932 - CZH1243 -8.206275e-01 0.5869682 0.1652
## CZH0932 - CZH1258 -3.355215e-01 0.5917931 0.5720
## CZH0932 - CZH1261 -1.526687e+00 0.5915499 0.0114
## CZH0932 - CZH1270 5.693709e-02 0.5918317 0.9236
## CZH0932 - CZH132117 -1.493133e-01 0.5865520 0.7996
## CZH0932 - CZH132118 -1.046080e-01 0.5902009 0.8596
## CZH0932 - CZH132119 8.132385e-02 0.5884335 0.8904
## CZH0932 - CZH132163 -9.269667e-01 0.5884544 0.1184
## CZH0932 - CZH132169 -4.550378e-01 0.5869010 0.4400
## CZH0932 - CZH142020 -1.212755e+00 0.5868593 0.0414
## CZH0932 - CZH142055 -2.597137e-01 0.5890976 0.6602
## CZH0932 - CZH142056 -1.463805e-01 0.5673331 0.7970
## CZH0932 - CZH142060 -6.069725e-01 0.5669303 0.2870
## CZH0932 - CZH15002 -1.101450e+00 0.5689391 0.0556
## CZH0932 - CZH15013 -6.141042e-01 0.5886551 0.2994
## CZH0932 - CZH15017 -8.807651e-01 0.5869707 0.1366
## CZH0932 - CZH15183 -6.771422e-01 0.5901714 0.2540
## CZH0932 - CZH15185 3.250687e-01 0.5870023 0.5810
## CZH0932 - CZH15188 -6.749181e-01 0.5885831 0.2542
## CZH0932 - CZH15212 -5.096927e-01 0.5921474 0.3914
## CZH0932 - CZH15343 -9.167490e-01 0.5869392 0.1214
## CZH0932 - CZH15467 -7.151119e-01 0.5866935 0.2258
## CZH0932 - CZH15572 -6.443633e-01 0.5885342 0.2762
## CZH0932 - CZH15575 -4.884020e-01 0.5888880 0.4088
## CZH0932 - CZH15603 -1.172596e+00 0.5870486 0.0484
## CZH0932 - CZH16048 6.449006e-01 0.5954554 0.2814
## CZH0932 - CZH16333 -5.959027e-01 0.5674371 0.2962
## CZH0932 - CZH16334 -5.110134e-01 0.5883915 0.3872
## CZH0932 - CZH16335 3.477176e-02 0.5868587 0.9528
## CZH0932 - CZH16340 -1.479775e+00 0.5879715 0.0134
## CZH0932 - CZH16374 7.171150e-02 0.5870634 0.9030
## CZH0932 - CZH16389 -3.331954e-01 0.5916481 0.5746
## CZH0932 - CZH99014 -3.629492e-01 0.5900782 0.5398
## CZH0932 - CZH99015 -3.159602e-01 0.5655996 0.5776
## CZH0932 - CZH99019 4.952823e-02 0.5851534 0.9328
## CZH0935 - CZH0946 1.464021e+00 0.5687320 0.0116
## CZH0935 - CZH1032 2.761119e-01 0.5673625 0.6276
## CZH0935 - CZH1033 3.301579e-01 0.5885501 0.5760
## CZH0935 - CZH1036 3.477605e-01 0.5886508 0.5560
## CZH0935 - CZH1122 1.099030e+00 0.5901844 0.0656
## CZH0935 - CZH1123 3.785170e-01 0.5908430 0.5232
## CZH0935 - CZH1134 1.253817e+00 0.5863719 0.0350
## CZH0935 - CZH1243 1.688264e-01 0.5870212 0.7742
## CZH0935 - CZH1258 6.539323e-01 0.5907136 0.2710
## CZH0935 - CZH1261 -5.372335e-01 0.5866194 0.3620
## CZH0935 - CZH1270 1.046391e+00 0.5687475 0.0688
## CZH0935 - CZH132117 8.401406e-01 0.5900217 0.1576
## CZH0935 - CZH132118 8.848459e-01 0.5908701 0.1374
## CZH0935 - CZH132119 1.070778e+00 0.5671032 0.0620
## CZH0935 - CZH132163 6.248714e-02 0.5869970 0.9154
## CZH0935 - CZH132169 5.344160e-01 0.5867742 0.3646
## CZH0935 - CZH142020 -2.233007e-01 0.5865688 0.7042
## CZH0935 - CZH142055 7.297402e-01 0.5907917 0.2196
## CZH0935 - CZH142056 8.430733e-01 0.5853187 0.1528
## CZH0935 - CZH142060 3.824813e-01 0.5852919 0.5150
## CZH0935 - CZH15002 -1.119963e-01 0.5882745 0.8494
## CZH0935 - CZH15013 3.753497e-01 0.5899977 0.5262
## CZH0935 - CZH15017 1.086887e-01 0.5874821 0.8536
## CZH0935 - CZH15183 3.123117e-01 0.5907941 0.5982
## CZH0935 - CZH15185 1.314523e+00 0.5673728 0.0226
## CZH0935 - CZH15188 3.145358e-01 0.5901265 0.5952
## CZH0935 - CZH15212 4.797612e-01 0.5906203 0.4186
## CZH0935 - CZH15343 7.270490e-02 0.5866138 0.9016
## CZH0935 - CZH15467 2.743419e-01 0.5864751 0.6410
## CZH0935 - CZH15572 3.450906e-01 0.5675261 0.5446
## CZH0935 - CZH15575 5.010519e-01 0.5883105 0.3964
## CZH0935 - CZH15603 -1.831426e-01 0.5891011 0.7566
## CZH0935 - CZH16048 1.634355e+00 0.5958773 0.0072
## CZH0935 - CZH16333 3.935512e-01 0.5880218 0.5048
## CZH0935 - CZH16334 4.784405e-01 0.5886607 0.4182
## CZH0935 - CZH16335 1.024226e+00 0.5889588 0.0852
## CZH0935 - CZH16340 -4.903208e-01 0.5887529 0.4070
## CZH0935 - CZH16374 1.061165e+00 0.5671454 0.0642
## CZH0935 - CZH16389 6.562585e-01 0.5869035 0.2662
## CZH0935 - CZH99014 6.265047e-01 0.5886817 0.2898
## CZH0935 - CZH99015 6.734937e-01 0.5918446 0.2578
## CZH0935 - CZH99019 1.038982e+00 0.5847646 0.0786
## CZH0946 - CZH1032 -1.187909e+00 0.5673937 0.0388
## CZH0946 - CZH1033 -1.133863e+00 0.5883584 0.0568
## CZH0946 - CZH1036 -1.116261e+00 0.5900321 0.0614
## CZH0946 - CZH1122 -3.649909e-01 0.5885340 0.5366
## CZH0946 - CZH1123 -1.085504e+00 0.5902333 0.0688
## CZH0946 - CZH1134 -2.102036e-01 0.5865445 0.7208
## CZH0946 - CZH1243 -1.295195e+00 0.5868386 0.0296
## CZH0946 - CZH1258 -8.100887e-01 0.5906660 0.1732
## CZH0946 - CZH1261 -2.001255e+00 0.5885474 0.0010
## CZH0946 - CZH1270 -4.176301e-01 0.5885536 0.4796
## CZH0946 - CZH132117 -6.238805e-01 0.5885785 0.2918
## CZH0946 - CZH132118 -5.791752e-01 0.5903227 0.3290
## CZH0946 - CZH132119 -3.932433e-01 0.5868680 0.5044
## CZH0946 - CZH132163 -1.401534e+00 0.5870213 0.0188
## CZH0946 - CZH132169 -9.296050e-01 0.5864205 0.1160
## CZH0946 - CZH142020 -1.687322e+00 0.5869141 0.0050
## CZH0946 - CZH142055 -7.342809e-01 0.5905608 0.2166
## CZH0946 - CZH142056 -6.209477e-01 0.5880227 0.2936
## CZH0946 - CZH142060 -1.081540e+00 0.5868194 0.0682
## CZH0946 - CZH15002 -1.576017e+00 0.5898400 0.0088
## CZH0946 - CZH15013 -1.088671e+00 0.5872576 0.0668
## CZH0946 - CZH15017 -1.355332e+00 0.5886520 0.0234
## CZH0946 - CZH15183 -1.151709e+00 0.5904540 0.0540
## CZH0946 - CZH15185 -1.494985e-01 0.5885128 0.8000
## CZH0946 - CZH15188 -1.149485e+00 0.5899171 0.0542
## CZH0946 - CZH15212 -9.842599e-01 0.5891367 0.0980
## CZH0946 - CZH15343 -1.391316e+00 0.5882884 0.0200
## CZH0946 - CZH15467 -1.189679e+00 0.5864063 0.0452
## CZH0946 - CZH15572 -1.118930e+00 0.5870746 0.0596
## CZH0946 - CZH15575 -9.629692e-01 0.5657030 0.0918
## CZH0946 - CZH15603 -1.647164e+00 0.5901189 0.0062
## CZH0946 - CZH16048 1.703334e-01 0.5953894 0.7754
## CZH0946 - CZH16333 -1.070470e+00 0.5865100 0.0710
## CZH0946 - CZH16334 -9.855806e-01 0.5674366 0.0854
## CZH0946 - CZH16335 -4.397954e-01 0.5885676 0.4566
## CZH0946 - CZH16340 -1.954342e+00 0.5899766 0.0012
## CZH0946 - CZH16374 -4.028557e-01 0.5673884 0.4794
## CZH0946 - CZH16389 -8.077626e-01 0.5896667 0.1738
## CZH0946 - CZH99014 -8.375164e-01 0.5658371 0.1420
## CZH0946 - CZH99015 -7.905274e-01 0.5919514 0.1848
## CZH0946 - CZH99019 -4.250390e-01 0.5865550 0.4704
## CZH1032 - CZH1033 5.404597e-02 0.5854972 0.9266
## CZH1032 - CZH1036 7.164859e-02 0.5660089 0.8996
## CZH1032 - CZH1122 8.229183e-01 0.5856863 0.1632
## CZH1032 - CZH1123 1.024051e-01 0.5890523 0.8624
## CZH1032 - CZH1134 9.777055e-01 0.5868644 0.0988
## CZH1032 - CZH1243 -1.072855e-01 0.5837193 0.8546
## CZH1032 - CZH1258 3.778205e-01 0.5874423 0.5216
## CZH1032 - CZH1261 -8.133454e-01 0.5882889 0.1698
## CZH1032 - CZH1270 7.702791e-01 0.5871898 0.1926
## CZH1032 - CZH132117 5.640287e-01 0.5857103 0.3378
## CZH1032 - CZH132118 6.087340e-01 0.5872605 0.3024
## CZH1032 - CZH132119 7.946658e-01 0.5853590 0.1776
## CZH1032 - CZH132163 -2.136247e-01 0.5865146 0.7164
## CZH1032 - CZH132169 2.583042e-01 0.5657348 0.6490
## CZH1032 - CZH142020 -4.994126e-01 0.5869736 0.3968
## CZH1032 - CZH142055 4.536283e-01 0.5890579 0.4430
## CZH1032 - CZH142056 5.669614e-01 0.5870971 0.3366
## CZH1032 - CZH142060 1.063694e-01 0.5627335 0.8504
## CZH1032 - CZH15002 -3.881082e-01 0.5867462 0.5098
## CZH1032 - CZH15013 9.923781e-02 0.5873344 0.8662
## CZH1032 - CZH15017 -1.674232e-01 0.5854947 0.7756
## CZH1032 - CZH15183 3.619979e-02 0.5890289 0.9512
## CZH1032 - CZH15185 1.038411e+00 0.5858341 0.0794
## CZH1032 - CZH15188 3.842386e-02 0.5883382 0.9480
## CZH1032 - CZH15212 2.036493e-01 0.5903029 0.7308
## CZH1032 - CZH15343 -2.034070e-01 0.5881545 0.7302
## CZH1032 - CZH15467 -1.769967e-03 0.5837540 0.9976
## CZH1032 - CZH15572 6.897869e-02 0.5871612 0.9068
## CZH1032 - CZH15575 2.249400e-01 0.5882301 0.7030
## CZH1032 - CZH15603 -4.592545e-01 0.5885851 0.4370
## CZH1032 - CZH16048 1.358243e+00 0.5923021 0.0240
## CZH1032 - CZH16333 1.174393e-01 0.5855431 0.8414
## CZH1032 - CZH16334 2.023286e-01 0.5854234 0.7304
## CZH1032 - CZH16335 7.481137e-01 0.5880661 0.2062
## CZH1032 - CZH16340 -7.664327e-01 0.5881135 0.1954
## CZH1032 - CZH16374 7.850535e-01 0.5643271 0.1672
## CZH1032 - CZH16389 3.801466e-01 0.5873279 0.5190
## CZH1032 - CZH99014 3.503928e-01 0.5855312 0.5510
## CZH1032 - CZH99015 3.973818e-01 0.5872224 0.5002
## CZH1032 - CZH99019 7.628702e-01 0.5851659 0.1954
## CZH1033 - CZH1036 1.760263e-02 0.5887454 0.9762
## CZH1033 - CZH1122 7.688723e-01 0.5885433 0.1944
## CZH1033 - CZH1123 4.835912e-02 0.5869854 0.9346
## CZH1033 - CZH1134 9.236596e-01 0.5660620 0.1058
## CZH1033 - CZH1243 -1.613315e-01 0.5867131 0.7840
## CZH1033 - CZH1258 3.237745e-01 0.5887891 0.5836
## CZH1033 - CZH1261 -8.673914e-01 0.5871024 0.1428
## CZH1033 - CZH1270 7.162331e-01 0.5856503 0.2242
## CZH1033 - CZH132117 5.099827e-01 0.5851155 0.3856
## CZH1033 - CZH132118 5.546880e-01 0.5871064 0.3470
## CZH1033 - CZH132119 7.406199e-01 0.5661706 0.1938
## CZH1033 - CZH132163 -2.676707e-01 0.5857739 0.6486
## CZH1033 - CZH132169 2.042582e-01 0.5657110 0.7188
## CZH1033 - CZH142020 -5.534586e-01 0.5858104 0.3470
## CZH1033 - CZH142055 3.995823e-01 0.5660047 0.4818
## CZH1033 - CZH142056 5.129155e-01 0.5840816 0.3820
## CZH1033 - CZH142060 5.232348e-02 0.5869543 0.9292
## CZH1033 - CZH15002 -4.421542e-01 0.5887490 0.4544
## CZH1033 - CZH15013 4.519185e-02 0.5865104 0.9388
## CZH1033 - CZH15017 -2.214691e-01 0.5656625 0.6962
## CZH1033 - CZH15183 -1.784618e-02 0.5870479 0.9758
## CZH1033 - CZH15185 9.843647e-01 0.5853997 0.0958
## CZH1033 - CZH15188 -1.562211e-02 0.5871461 0.9788
## CZH1033 - CZH15212 1.496033e-01 0.5890141 0.8000
## CZH1033 - CZH15343 -2.574530e-01 0.5882136 0.6626
## CZH1033 - CZH15467 -5.581593e-02 0.5855093 0.9242
## CZH1033 - CZH15572 1.493273e-02 0.5840358 0.9796
## CZH1033 - CZH15575 1.708940e-01 0.5858279 0.7712
## CZH1033 - CZH15603 -5.133004e-01 0.5643413 0.3652
## CZH1033 - CZH16048 1.304197e+00 0.5918645 0.0298
## CZH1033 - CZH16333 6.339335e-02 0.5854417 0.9140
## CZH1033 - CZH16334 1.482826e-01 0.5870498 0.8012
## CZH1033 - CZH16335 6.940678e-01 0.5851789 0.2384
## CZH1033 - CZH16340 -8.204787e-01 0.5851015 0.1640
## CZH1033 - CZH16374 7.310075e-01 0.5870196 0.2160
## CZH1033 - CZH16389 3.261006e-01 0.5677635 0.5670
## CZH1033 - CZH99014 2.963468e-01 0.5669894 0.6024
## CZH1033 - CZH99015 3.433358e-01 0.5661167 0.5456
## CZH1033 - CZH99019 7.088242e-01 0.5866684 0.2298
## CZH1036 - CZH1122 7.512697e-01 0.5885547 0.2048
## CZH1036 - CZH1123 3.075649e-02 0.5927249 0.9588
## CZH1036 - CZH1134 9.060569e-01 0.5870662 0.1260
## CZH1036 - CZH1243 -1.789341e-01 0.5659686 0.7526
## CZH1036 - CZH1258 3.061719e-01 0.5886207 0.6042
## CZH1036 - CZH1261 -8.849940e-01 0.5917551 0.1380
## CZH1036 - CZH1270 6.986305e-01 0.5891732 0.2386
## CZH1036 - CZH132117 4.923801e-01 0.5871431 0.4036
## CZH1036 - CZH132118 5.370854e-01 0.5900727 0.3650
## CZH1036 - CZH132119 7.230172e-01 0.5871455 0.2210
## CZH1036 - CZH132163 -2.852733e-01 0.5870450 0.6280
## CZH1036 - CZH132169 1.866556e-01 0.5672345 0.7428
## CZH1036 - CZH142020 -5.710612e-01 0.5888299 0.3344
## CZH1036 - CZH142055 3.819797e-01 0.5922084 0.5204
## CZH1036 - CZH142056 4.953128e-01 0.5883413 0.4018
## CZH1036 - CZH142060 3.472085e-02 0.5660115 0.9512
## CZH1036 - CZH15002 -4.597568e-01 0.5656574 0.4182
## CZH1036 - CZH15013 2.758922e-02 0.5904946 0.9628
## CZH1036 - CZH15017 -2.390718e-01 0.5902021 0.6862
## CZH1036 - CZH15183 -3.544881e-02 0.5922949 0.9524
## CZH1036 - CZH15185 9.667621e-01 0.5903216 0.1046
## CZH1036 - CZH15188 -3.322473e-02 0.5888667 0.9552
## CZH1036 - CZH15212 1.320007e-01 0.5888767 0.8230
## CZH1036 - CZH15343 -2.750556e-01 0.5882830 0.6412
## CZH1036 - CZH15467 -7.341856e-02 0.5669960 0.8972
## CZH1036 - CZH15572 -2.669901e-03 0.5884713 0.9964
## CZH1036 - CZH15575 1.532914e-01 0.5901147 0.7956
## CZH1036 - CZH15603 -5.309031e-01 0.5904044 0.3706
## CZH1036 - CZH16048 1.286594e+00 0.5939627 0.0326
## CZH1036 - CZH16333 4.579072e-02 0.5856031 0.9378
## CZH1036 - CZH16334 1.306800e-01 0.5870909 0.8244
## CZH1036 - CZH16335 6.764651e-01 0.5869698 0.2518
## CZH1036 - CZH16340 -8.380813e-01 0.5886415 0.1576
## CZH1036 - CZH16374 7.134049e-01 0.5872350 0.2272
## CZH1036 - CZH16389 3.084980e-01 0.5893193 0.6018
## CZH1036 - CZH99014 2.787442e-01 0.5888717 0.6370
## CZH1036 - CZH99015 3.257332e-01 0.5905948 0.5824
## CZH1036 - CZH99019 6.912216e-01 0.5885157 0.2430
## CZH1122 - CZH1123 -7.205132e-01 0.5899387 0.2248
## CZH1122 - CZH1134 1.547873e-01 0.5869739 0.7926
## CZH1122 - CZH1243 -9.302038e-01 0.5856759 0.1154
## CZH1122 - CZH1258 -4.450978e-01 0.5882150 0.4510
## CZH1122 - CZH1261 -1.636264e+00 0.5902524 0.0066
## CZH1122 - CZH1270 -5.263918e-02 0.5906332 0.9292
## CZH1122 - CZH132117 -2.588895e-01 0.5898136 0.6616
## CZH1122 - CZH132118 -2.141843e-01 0.5886721 0.7168
## CZH1122 - CZH132119 -2.825242e-02 0.5886664 0.9618
## CZH1122 - CZH132163 -1.036543e+00 0.5870218 0.0804
## CZH1122 - CZH132169 -5.646141e-01 0.5865981 0.3382
## CZH1122 - CZH142020 -1.322331e+00 0.5900331 0.0272
## CZH1122 - CZH142055 -3.692899e-01 0.5899292 0.5328
## CZH1122 - CZH142056 -2.559568e-01 0.5887165 0.6646
## CZH1122 - CZH142060 -7.165488e-01 0.5672814 0.2094
## CZH1122 - CZH15002 -1.211026e+00 0.5901745 0.0428
## CZH1122 - CZH15013 -7.236804e-01 0.5899345 0.2228
## CZH1122 - CZH15017 -9.903414e-01 0.5871128 0.0948
## CZH1122 - CZH15183 -7.867185e-01 0.5885413 0.1844
## CZH1122 - CZH15185 2.154925e-01 0.5886961 0.7152
## CZH1122 - CZH15188 -7.844944e-01 0.5656552 0.1686
## CZH1122 - CZH15212 -6.192690e-01 0.5660055 0.2766
## CZH1122 - CZH15343 -1.026325e+00 0.5887174 0.0844
## CZH1122 - CZH15467 -8.246882e-01 0.5868695 0.1630
## CZH1122 - CZH15572 -7.539396e-01 0.5882825 0.2030
## CZH1122 - CZH15575 -5.979783e-01 0.5890403 0.3124
## CZH1122 - CZH15603 -1.282173e+00 0.5886727 0.0318
## CZH1122 - CZH16048 5.353244e-01 0.5689059 0.3490
## CZH1122 - CZH16333 -7.054789e-01 0.5871614 0.2324
## CZH1122 - CZH16334 -6.205896e-01 0.5670673 0.2764
## CZH1122 - CZH16335 -7.480451e-02 0.5881293 0.8990
## CZH1122 - CZH16340 -1.589351e+00 0.5865541 0.0080
## CZH1122 - CZH16374 -3.786478e-02 0.5673356 0.9470
## CZH1122 - CZH16389 -4.427717e-01 0.5916454 0.4560
## CZH1122 - CZH99014 -4.725255e-01 0.5899396 0.4250
## CZH1122 - CZH99015 -4.255364e-01 0.5904368 0.4728
## CZH1122 - CZH99019 -6.004804e-02 0.5676315 0.9160
## CZH1123 - CZH1134 8.753004e-01 0.5887165 0.1402
## CZH1123 - CZH1243 -2.096906e-01 0.5905099 0.7232
## CZH1123 - CZH1258 2.754154e-01 0.5886512 0.6408
## CZH1123 - CZH1261 -9.157505e-01 0.5903358 0.1240
## CZH1123 - CZH1270 6.678740e-01 0.5905544 0.2608
## CZH1123 - CZH132117 4.616236e-01 0.5870080 0.4334
## CZH1123 - CZH132118 5.063289e-01 0.5887452 0.3918
## CZH1123 - CZH132119 6.922607e-01 0.5888320 0.2426
## CZH1123 - CZH132163 -3.160298e-01 0.5873292 0.5918
## CZH1123 - CZH132169 1.558991e-01 0.5888722 0.7918
## CZH1123 - CZH142020 -6.018177e-01 0.5888707 0.3092
## CZH1123 - CZH142055 3.512232e-01 0.5656445 0.5360
## CZH1123 - CZH142056 4.645563e-01 0.5887357 0.4320
## CZH1123 - CZH142060 3.964355e-03 0.5892584 0.9946
## CZH1123 - CZH15002 -4.905133e-01 0.5920830 0.4094
## CZH1123 - CZH15013 -3.167274e-03 0.5641655 0.9956
## CZH1123 - CZH15017 -2.698282e-01 0.5673094 0.6354
## CZH1123 - CZH15183 -6.620530e-02 0.5643324 0.9068
## CZH1123 - CZH15185 9.360056e-01 0.5677416 0.1024
## CZH1123 - CZH15188 -6.398123e-02 0.5884743 0.9136
## CZH1123 - CZH15212 1.012442e-01 0.5874161 0.8636
## CZH1123 - CZH15343 -3.058121e-01 0.5873415 0.6038
## CZH1123 - CZH15467 -1.041751e-01 0.5892662 0.8600
## CZH1123 - CZH15572 -3.342639e-02 0.5856243 0.9546
## CZH1123 - CZH15575 1.225349e-01 0.5908117 0.8362
## CZH1123 - CZH15603 -5.616596e-01 0.5839536 0.3384
## CZH1123 - CZH16048 1.255838e+00 0.5690216 0.0296
## CZH1123 - CZH16333 1.503423e-02 0.5892615 0.9796
## CZH1123 - CZH16334 9.992353e-02 0.5900989 0.8658
## CZH1123 - CZH16335 6.457087e-01 0.5881899 0.2750
## CZH1123 - CZH16340 -8.688378e-01 0.5851093 0.1408
## CZH1123 - CZH16374 6.826484e-01 0.5888269 0.2490
## CZH1123 - CZH16389 2.777415e-01 0.5905150 0.6392
## CZH1123 - CZH99014 2.479877e-01 0.5887141 0.6744
## CZH1123 - CZH99015 2.949767e-01 0.5903874 0.6184
## CZH1123 - CZH99019 6.604651e-01 0.5888028 0.2646
## CZH1134 - CZH1243 -1.084991e+00 0.5881655 0.0680
## CZH1134 - CZH1258 -5.998851e-01 0.5898280 0.3116
## CZH1134 - CZH1261 -1.791051e+00 0.5865926 0.0030
## CZH1134 - CZH1270 -2.074265e-01 0.5867716 0.7244
## CZH1134 - CZH132117 -4.136768e-01 0.5866281 0.4824
## CZH1134 - CZH132118 -3.689716e-01 0.5886294 0.5322
## CZH1134 - CZH132119 -1.830397e-01 0.5653127 0.7468
## CZH1134 - CZH132163 -1.191330e+00 0.5840246 0.0440
## CZH1134 - CZH132169 -7.194014e-01 0.5656715 0.2064
## CZH1134 - CZH142020 -1.477118e+00 0.5851047 0.0132
## CZH1134 - CZH142055 -5.240772e-01 0.5875029 0.3746
## CZH1134 - CZH142056 -4.107441e-01 0.5653982 0.4692
## CZH1134 - CZH142060 -8.713361e-01 0.5868917 0.1408
## CZH1134 - CZH15002 -1.365814e+00 0.5849396 0.0216
## CZH1134 - CZH15013 -8.784677e-01 0.5881587 0.1384
## CZH1134 - CZH15017 -1.145129e+00 0.5854293 0.0532
## CZH1134 - CZH15183 -9.415057e-01 0.5902323 0.1138
## CZH1134 - CZH15185 6.070517e-02 0.5839725 0.9174
## CZH1134 - CZH15188 -9.392817e-01 0.5867651 0.1126
## CZH1134 - CZH15212 -7.740563e-01 0.5674038 0.1756
## CZH1134 - CZH15343 -1.181113e+00 0.5850010 0.0462
## CZH1134 - CZH15467 -9.794755e-01 0.5849974 0.0972
## CZH1134 - CZH15572 -9.087268e-01 0.5834523 0.1226
## CZH1134 - CZH15575 -7.527656e-01 0.5672076 0.1874
## CZH1134 - CZH15603 -1.436960e+00 0.5857479 0.0158
## CZH1134 - CZH16048 3.805371e-01 0.5922691 0.5220
## CZH1134 - CZH16333 -8.602662e-01 0.5836417 0.1436
## CZH1134 - CZH16334 -7.753769e-01 0.5866971 0.1894
## CZH1134 - CZH16335 -2.295918e-01 0.5855012 0.6958
## CZH1134 - CZH16340 -1.744138e+00 0.5869620 0.0038
## CZH1134 - CZH16374 -1.926521e-01 0.5866344 0.7432
## CZH1134 - CZH16389 -5.975590e-01 0.5673190 0.2948
## CZH1134 - CZH99014 -6.273127e-01 0.5870243 0.2878
## CZH1134 - CZH99015 -5.803237e-01 0.5888116 0.3268
## CZH1134 - CZH99019 -2.148353e-01 0.5656354 0.7048
## CZH1243 - CZH1258 4.851060e-01 0.5870510 0.4106
## CZH1243 - CZH1261 -7.060599e-01 0.5886910 0.2332
## CZH1243 - CZH1270 8.775646e-01 0.5678099 0.1254
## CZH1243 - CZH132117 6.713142e-01 0.5866843 0.2552
## CZH1243 - CZH132118 7.160195e-01 0.5885418 0.2266
## CZH1243 - CZH132119 9.019513e-01 0.5869088 0.1276
## CZH1243 - CZH132163 -1.063392e-01 0.5853780 0.8562
## CZH1243 - CZH132169 3.655897e-01 0.5851479 0.5336
## CZH1243 - CZH142020 -3.921271e-01 0.5883563 0.5066
## CZH1243 - CZH142055 5.609138e-01 0.5875724 0.3420
## CZH1243 - CZH142056 6.742469e-01 0.5869776 0.2534
## CZH1243 - CZH142060 2.136549e-01 0.5658470 0.7066
## CZH1243 - CZH15002 -2.808227e-01 0.5880928 0.6340
## CZH1243 - CZH15013 2.065233e-01 0.5872294 0.7258
## CZH1243 - CZH15017 -6.013765e-02 0.5881147 0.9188
## CZH1243 - CZH15183 1.434853e-01 0.5874722 0.8076
## CZH1243 - CZH15185 1.145696e+00 0.5873139 0.0538
## CZH1243 - CZH15188 1.457094e-01 0.5883239 0.8048
## CZH1243 - CZH15212 3.109348e-01 0.5901744 0.5994
## CZH1243 - CZH15343 -9.612149e-02 0.5868458 0.8702
## CZH1243 - CZH15467 1.055155e-01 0.5655731 0.8524
## CZH1243 - CZH15572 1.762642e-01 0.5857371 0.7640
## CZH1243 - CZH15575 3.322255e-01 0.5872052 0.5728
## CZH1243 - CZH15603 -3.519690e-01 0.5855740 0.5492
## CZH1243 - CZH16048 1.465528e+00 0.5918989 0.0150
## CZH1243 - CZH16333 2.247248e-01 0.5866767 0.7024
## CZH1243 - CZH16334 3.096141e-01 0.5644357 0.5846
## CZH1243 - CZH16335 8.553992e-01 0.5658196 0.1338
## CZH1243 - CZH16340 -6.591472e-01 0.5839723 0.2618
## CZH1243 - CZH16374 8.923390e-01 0.5865271 0.1314
## CZH1243 - CZH16389 4.874321e-01 0.5874346 0.4086
## CZH1243 - CZH99014 4.576783e-01 0.5673361 0.4218
## CZH1243 - CZH99015 5.046673e-01 0.5882603 0.3930
## CZH1243 - CZH99019 8.701557e-01 0.5867752 0.1412
## CZH1258 - CZH1261 -1.191166e+00 0.5689788 0.0388
## CZH1258 - CZH1270 3.924586e-01 0.5889672 0.5068
## CZH1258 - CZH132117 1.862083e-01 0.5851001 0.7510
## CZH1258 - CZH132118 2.309135e-01 0.5672909 0.6848
## CZH1258 - CZH132119 4.168454e-01 0.5903240 0.4818
## CZH1258 - CZH132163 -5.914452e-01 0.5886323 0.3174
## CZH1258 - CZH132169 -1.195163e-01 0.5885842 0.8396
## CZH1258 - CZH142020 -8.772331e-01 0.5858904 0.1374
## CZH1258 - CZH142055 7.580786e-02 0.5898317 0.8980
## CZH1258 - CZH142056 1.891410e-01 0.5901599 0.7492
## CZH1258 - CZH142060 -2.714510e-01 0.5887282 0.6458
## CZH1258 - CZH15002 -7.659287e-01 0.5904217 0.1976
## CZH1258 - CZH15013 -2.785826e-01 0.5883427 0.6368
## CZH1258 - CZH15017 -5.452436e-01 0.5672030 0.3388
## CZH1258 - CZH15183 -3.416207e-01 0.5886707 0.5630
## CZH1258 - CZH15185 6.605903e-01 0.5873727 0.2634
## CZH1258 - CZH15188 -3.393966e-01 0.5898892 0.5664
## CZH1258 - CZH15212 -1.741712e-01 0.5883942 0.7678
## CZH1258 - CZH15343 -5.812274e-01 0.5674184 0.3082
## CZH1258 - CZH15467 -3.795904e-01 0.5885861 0.5204
## CZH1258 - CZH15572 -3.088418e-01 0.5881692 0.6006
## CZH1258 - CZH15575 -1.528805e-01 0.5909345 0.7964
## CZH1258 - CZH15603 -8.370749e-01 0.5871676 0.1570
## CZH1258 - CZH16048 9.804222e-01 0.5691061 0.0880
## CZH1258 - CZH16333 -2.603811e-01 0.5891902 0.6594
## CZH1258 - CZH16334 -1.754918e-01 0.5879837 0.7660
## CZH1258 - CZH16335 3.702933e-01 0.5852458 0.5284
## CZH1258 - CZH16340 -1.144253e+00 0.5869046 0.0540
## CZH1258 - CZH16374 4.072330e-01 0.5677749 0.4748
## CZH1258 - CZH16389 2.326113e-03 0.5905352 0.9968
## CZH1258 - CZH99014 -2.742765e-02 0.5903818 0.9630
## CZH1258 - CZH99015 1.956136e-02 0.5888109 0.9736
## CZH1258 - CZH99019 3.850498e-01 0.5875021 0.5138
## CZH1261 - CZH1270 1.583625e+00 0.5657086 0.0062
## CZH1261 - CZH132117 1.377374e+00 0.5854413 0.0206
## CZH1261 - CZH132118 1.422079e+00 0.5691806 0.0142
## CZH1261 - CZH132119 1.608011e+00 0.5862657 0.0072
## CZH1261 - CZH132163 5.997207e-01 0.5881677 0.3104
## CZH1261 - CZH132169 1.071650e+00 0.5869158 0.0708
## CZH1261 - CZH142020 3.139328e-01 0.5671205 0.5812
## CZH1261 - CZH142055 1.266974e+00 0.5918711 0.0348
## CZH1261 - CZH142056 1.380307e+00 0.5886455 0.0210
## CZH1261 - CZH142060 9.197149e-01 0.5886796 0.1214
## CZH1261 - CZH15002 4.252372e-01 0.5914252 0.4738
## CZH1261 - CZH15013 9.125832e-01 0.5881119 0.1238
## CZH1261 - CZH15017 6.459223e-01 0.5673331 0.2576
## CZH1261 - CZH15183 8.495452e-01 0.5905902 0.1534
## CZH1261 - CZH15185 1.851756e+00 0.5849547 0.0020
## CZH1261 - CZH15188 8.517693e-01 0.5905155 0.1524
## CZH1261 - CZH15212 1.016995e+00 0.5902698 0.0880
## CZH1261 - CZH15343 6.099384e-01 0.5849080 0.2996
## CZH1261 - CZH15467 8.115755e-01 0.5881982 0.1708
## CZH1261 - CZH15572 8.823241e-01 0.5865707 0.1356
## CZH1261 - CZH15575 1.038285e+00 0.5901777 0.0816
## CZH1261 - CZH15603 3.540909e-01 0.5887550 0.5490
## CZH1261 - CZH16048 2.171588e+00 0.5940478 0.0004
## CZH1261 - CZH16333 9.307848e-01 0.5888320 0.1170
## CZH1261 - CZH16334 1.015674e+00 0.5885860 0.0876
## CZH1261 - CZH16335 1.561459e+00 0.5884634 0.0092
## CZH1261 - CZH16340 4.691272e-02 0.5898642 0.9368
## CZH1261 - CZH16374 1.598399e+00 0.5671980 0.0058
## CZH1261 - CZH16389 1.193492e+00 0.5657246 0.0374
## CZH1261 - CZH99014 1.163738e+00 0.5900855 0.0514
## CZH1261 - CZH99015 1.210727e+00 0.5891572 0.0424
## CZH1261 - CZH99019 1.576216e+00 0.5852667 0.0084
## CZH1270 - CZH132117 -2.062504e-01 0.5883632 0.7266
## CZH1270 - CZH132118 -1.615451e-01 0.5903122 0.7850
## CZH1270 - CZH132119 2.438676e-02 0.5657376 0.9658
## CZH1270 - CZH132163 -9.839038e-01 0.5870214 0.0968
## CZH1270 - CZH132169 -5.119749e-01 0.5856450 0.3842
## CZH1270 - CZH142020 -1.269692e+00 0.5885608 0.0334
## CZH1270 - CZH142055 -3.166508e-01 0.5894575 0.5924
## CZH1270 - CZH142056 -2.033176e-01 0.5886826 0.7306
## CZH1270 - CZH142060 -6.639096e-01 0.5885070 0.2620
## CZH1270 - CZH15002 -1.158387e+00 0.5904332 0.0526
## CZH1270 - CZH15013 -6.710413e-01 0.5872077 0.2558
## CZH1270 - CZH15017 -9.377022e-01 0.5868213 0.1132
## CZH1270 - CZH15183 -7.340793e-01 0.5906605 0.2168
## CZH1270 - CZH15185 2.681316e-01 0.5658420 0.6366
## CZH1270 - CZH15188 -7.318552e-01 0.5918510 0.2192
## CZH1270 - CZH15212 -5.666298e-01 0.5910410 0.3400
## CZH1270 - CZH15343 -9.736861e-01 0.5856094 0.0996
## CZH1270 - CZH15467 -7.720490e-01 0.5869708 0.1914
## CZH1270 - CZH15572 -7.013004e-01 0.5673711 0.2194
## CZH1270 - CZH15575 -5.453391e-01 0.5901479 0.3576
## CZH1270 - CZH15603 -1.229534e+00 0.5874113 0.0388
## CZH1270 - CZH16048 5.879636e-01 0.5957313 0.3260
## CZH1270 - CZH16333 -6.528398e-01 0.5902307 0.2714
## CZH1270 - CZH16334 -5.679505e-01 0.5875407 0.3360
## CZH1270 - CZH16335 -2.216533e-02 0.5875054 0.9700
## CZH1270 - CZH16340 -1.536712e+00 0.5885799 0.0104
## CZH1270 - CZH16374 1.477441e-02 0.5868992 0.9800
## CZH1270 - CZH16389 -3.901325e-01 0.5642968 0.4910
## CZH1270 - CZH99014 -4.198863e-01 0.5692290 0.4624
## CZH1270 - CZH99015 -3.728973e-01 0.5917805 0.5300
## CZH1270 - CZH99019 -7.408855e-03 0.5865772 0.9900
## CZH132117 - CZH132118 4.470526e-02 0.5669991 0.9374
## CZH132117 - CZH132119 2.306371e-01 0.5870044 0.6952
## CZH132117 - CZH132163 -7.776535e-01 0.5867356 0.1880
## CZH132117 - CZH132169 -3.057246e-01 0.5867376 0.6034
## CZH132117 - CZH142020 -1.063441e+00 0.5657105 0.0630
## CZH132117 - CZH142055 -1.104004e-01 0.5871115 0.8512
## CZH132117 - CZH142056 2.932725e-03 0.5867250 0.9960
## CZH132117 - CZH142060 -4.576593e-01 0.5868468 0.4374
## CZH132117 - CZH15002 -9.521369e-01 0.5869497 0.1080
## CZH132117 - CZH15013 -4.647909e-01 0.5657899 0.4134
## CZH132117 - CZH15017 -7.314519e-01 0.5833323 0.2128
## CZH132117 - CZH15183 -5.278289e-01 0.5883946 0.3718
## CZH132117 - CZH15185 4.743820e-01 0.5851959 0.4194
## CZH132117 - CZH15188 -5.256049e-01 0.5885915 0.3740
## CZH132117 - CZH15212 -3.603794e-01 0.5884593 0.5416
## CZH132117 - CZH15343 -7.674357e-01 0.5834601 0.1914
## CZH132117 - CZH15467 -5.657987e-01 0.5868293 0.3372
## CZH132117 - CZH15572 -4.950500e-01 0.5863419 0.4006
## CZH132117 - CZH15575 -3.390888e-01 0.5889312 0.5660
## CZH132117 - CZH15603 -1.023283e+00 0.5839275 0.0828
## CZH132117 - CZH16048 7.942139e-01 0.5917664 0.1826
## CZH132117 - CZH16333 -4.465894e-01 0.5869678 0.4486
## CZH132117 - CZH16334 -3.617001e-01 0.5853856 0.5380
## CZH132117 - CZH16335 1.840850e-01 0.5656368 0.7456
## CZH132117 - CZH16340 -1.330461e+00 0.5850084 0.0250
## CZH132117 - CZH16374 2.210248e-01 0.5867633 0.7072
## CZH132117 - CZH16389 -1.838821e-01 0.5884193 0.7554
## CZH132117 - CZH99014 -2.136359e-01 0.5883146 0.7172
## CZH132117 - CZH99015 -1.666469e-01 0.5670406 0.7694
## CZH132117 - CZH99019 1.988415e-01 0.5866152 0.7354
## CZH132118 - CZH132119 1.859319e-01 0.5902044 0.7534
## CZH132118 - CZH132163 -8.223587e-01 0.5884662 0.1654
## CZH132118 - CZH132169 -3.504298e-01 0.5899829 0.5538
## CZH132118 - CZH142020 -1.108147e+00 0.5873575 0.0622
## CZH132118 - CZH142055 -1.551057e-01 0.5888691 0.7928
## CZH132118 - CZH142056 -4.177253e-02 0.5888703 0.9436
## CZH132118 - CZH142060 -5.023645e-01 0.5873144 0.3944
## CZH132118 - CZH15002 -9.968422e-01 0.5902203 0.0944
## CZH132118 - CZH15013 -5.094962e-01 0.5869640 0.3874
## CZH132118 - CZH15017 -7.761571e-01 0.5668296 0.1740
## CZH132118 - CZH15183 -5.725342e-01 0.5915628 0.3354
## CZH132118 - CZH15185 4.296767e-01 0.5884267 0.4670
## CZH132118 - CZH15188 -5.703101e-01 0.5918275 0.3376
## CZH132118 - CZH15212 -4.050847e-01 0.5885652 0.4928
## CZH132118 - CZH15343 -8.121410e-01 0.5869390 0.1696
## CZH132118 - CZH15467 -6.105039e-01 0.5885884 0.3022
## CZH132118 - CZH15572 -5.397553e-01 0.5867135 0.3598
## CZH132118 - CZH15575 -3.837940e-01 0.5906067 0.5172
## CZH132118 - CZH15603 -1.067988e+00 0.5870026 0.0718
## CZH132118 - CZH16048 7.495087e-01 0.5932821 0.2094
## CZH132118 - CZH16333 -4.912947e-01 0.5891147 0.4062
## CZH132118 - CZH16334 -4.064054e-01 0.5868341 0.4902
## CZH132118 - CZH16335 1.393798e-01 0.5671760 0.8064
## CZH132118 - CZH16340 -1.375167e+00 0.5881744 0.0214
## CZH132118 - CZH16374 1.763195e-01 0.5677774 0.7568
## CZH132118 - CZH16389 -2.285874e-01 0.5905625 0.6996
## CZH132118 - CZH99014 -2.583412e-01 0.5899890 0.6624
## CZH132118 - CZH99015 -2.113522e-01 0.5889403 0.7204
## CZH132118 - CZH99019 1.541362e-01 0.5886134 0.7940
## CZH132119 - CZH132163 -1.008291e+00 0.5644581 0.0770
## CZH132119 - CZH132169 -5.363617e-01 0.5658043 0.3454
## CZH132119 - CZH142020 -1.294078e+00 0.5879304 0.0300
## CZH132119 - CZH142055 -3.410375e-01 0.5878353 0.5632
## CZH132119 - CZH142056 -2.277044e-01 0.5841689 0.6976
## CZH132119 - CZH142060 -6.882964e-01 0.5866895 0.2436
## CZH132119 - CZH15002 -1.182774e+00 0.5672899 0.0396
## CZH132119 - CZH15013 -6.954280e-01 0.5868503 0.2388
## CZH132119 - CZH15017 -9.620890e-01 0.5855810 0.1036
## CZH132119 - CZH15183 -7.584660e-01 0.5888458 0.2006
## CZH132119 - CZH15185 2.437449e-01 0.5656756 0.6674
## CZH132119 - CZH15188 -7.562420e-01 0.5888415 0.2020
## CZH132119 - CZH15212 -5.910166e-01 0.5875407 0.3168
## CZH132119 - CZH15343 -9.980728e-01 0.5865510 0.0920
## CZH132119 - CZH15467 -7.964358e-01 0.5850956 0.1766
## CZH132119 - CZH15572 -7.256871e-01 0.5657259 0.2026
## CZH132119 - CZH15575 -5.697259e-01 0.5883565 0.3352
## CZH132119 - CZH15603 -1.253920e+00 0.5858909 0.0348
## CZH132119 - CZH16048 5.635768e-01 0.5940774 0.3450
## CZH132119 - CZH16333 -6.772265e-01 0.5857179 0.2504
## CZH132119 - CZH16334 -5.923372e-01 0.5870194 0.3154
## CZH132119 - CZH16335 -4.655209e-02 0.5870140 0.9370
## CZH132119 - CZH16340 -1.561099e+00 0.5869287 0.0092
## CZH132119 - CZH16374 -9.612355e-03 0.5853603 0.9870
## CZH132119 - CZH16389 -4.145193e-01 0.5641432 0.4642
## CZH132119 - CZH99014 -4.442730e-01 0.5873402 0.4512
## CZH132119 - CZH99015 -3.972840e-01 0.5891701 0.5016
## CZH132119 - CZH99019 -3.179562e-02 0.5838592 0.9566
## CZH132163 - CZH132169 4.719289e-01 0.5850911 0.4218
## CZH132163 - CZH142020 -2.857878e-01 0.5870791 0.6274
## CZH132163 - CZH142055 6.672531e-01 0.5901597 0.2610
## CZH132163 - CZH142056 7.805862e-01 0.5871131 0.1866
## CZH132163 - CZH142060 3.199942e-01 0.5853718 0.5858
## CZH132163 - CZH15002 -1.744835e-01 0.5674315 0.7592
## CZH132163 - CZH15013 3.128626e-01 0.5842367 0.5934
## CZH132163 - CZH15017 4.620159e-02 0.5866681 0.9374
## CZH132163 - CZH15183 2.498245e-01 0.5859952 0.6708
## CZH132163 - CZH15185 1.252035e+00 0.5854594 0.0350
## CZH132163 - CZH15188 2.520486e-01 0.5884509 0.6694
## CZH132163 - CZH15212 4.172740e-01 0.5884537 0.4800
## CZH132163 - CZH15343 1.021775e-02 0.5866429 0.9862
## CZH132163 - CZH15467 2.118548e-01 0.5656855 0.7088
## CZH132163 - CZH15572 2.826034e-01 0.5866824 0.6310
## CZH132163 - CZH15575 4.385647e-01 0.5888218 0.4582
## CZH132163 - CZH15603 -2.456297e-01 0.5870328 0.6766
## CZH132163 - CZH16048 1.571867e+00 0.5921009 0.0092
## CZH132163 - CZH16333 3.310641e-01 0.5857211 0.5732
## CZH132163 - CZH16334 4.159534e-01 0.5839996 0.4780
## CZH132163 - CZH16335 9.617385e-01 0.5866751 0.1042
## CZH132163 - CZH16340 -5.528080e-01 0.5660279 0.3312
## CZH132163 - CZH16374 9.986782e-01 0.5853795 0.0912
## CZH132163 - CZH16389 5.937713e-01 0.5660921 0.2968
## CZH132163 - CZH99014 5.640175e-01 0.5898769 0.3412
## CZH132163 - CZH99015 6.110066e-01 0.5900703 0.3030
## CZH132163 - CZH99019 9.764950e-01 0.5864443 0.0990
## CZH132169 - CZH142020 -7.577168e-01 0.5854276 0.1986
## CZH132169 - CZH142055 1.953242e-01 0.5884732 0.7406
## CZH132169 - CZH142056 3.086573e-01 0.5853581 0.5992
## CZH132169 - CZH142060 -1.519347e-01 0.5850790 0.7956
## CZH132169 - CZH15002 -6.464124e-01 0.5854456 0.2722
## CZH132169 - CZH15013 -1.590663e-01 0.5871163 0.7870
## CZH132169 - CZH15017 -4.257273e-01 0.5867558 0.4698
## CZH132169 - CZH15183 -2.221044e-01 0.5886380 0.7068
## CZH132169 - CZH15185 7.801066e-01 0.5869951 0.1868
## CZH132169 - CZH15188 -2.198803e-01 0.5672271 0.6992
## CZH132169 - CZH15212 -5.465489e-02 0.5871674 0.9260
## CZH132169 - CZH15343 -4.617111e-01 0.5880043 0.4342
## CZH132169 - CZH15467 -2.600741e-01 0.5833331 0.6566
## CZH132169 - CZH15572 -1.893255e-01 0.5865898 0.7476
## CZH132169 - CZH15575 -3.336419e-02 0.5851998 0.9546
## CZH132169 - CZH15603 -7.175586e-01 0.5869480 0.2244
## CZH132169 - CZH16048 1.099938e+00 0.5905303 0.0654
## CZH132169 - CZH16333 -1.408648e-01 0.5654973 0.8038
## CZH132169 - CZH16334 -5.597554e-02 0.5866761 0.9242
## CZH132169 - CZH16335 4.898096e-01 0.5880408 0.4068
## CZH132169 - CZH16340 -1.024737e+00 0.5866208 0.0838
## CZH132169 - CZH16374 5.267493e-01 0.5864176 0.3712
## CZH132169 - CZH16389 1.218424e-01 0.5671875 0.8304
## CZH132169 - CZH99014 9.208865e-02 0.5850447 0.8752
## CZH132169 - CZH99015 1.390777e-01 0.5871877 0.8132
## CZH132169 - CZH99019 5.045661e-01 0.5863232 0.3916
## CZH142020 - CZH142055 9.530409e-01 0.5890717 0.1088
## CZH142020 - CZH142056 1.066374e+00 0.5854094 0.0716
## CZH142020 - CZH142060 6.057820e-01 0.5884006 0.3058
## CZH142020 - CZH15002 1.113044e-01 0.5882327 0.8504
## CZH142020 - CZH15013 5.986504e-01 0.5855755 0.3090
## CZH142020 - CZH15017 3.319894e-01 0.5855203 0.5720
## CZH142020 - CZH15183 5.356124e-01 0.5889447 0.3654
## CZH142020 - CZH15185 1.537823e+00 0.5866795 0.0102
## CZH142020 - CZH15188 5.378365e-01 0.5870078 0.3618
## CZH142020 - CZH15212 7.030619e-01 0.5873431 0.2342
## CZH142020 - CZH15343 2.960056e-01 0.5653544 0.6018
## CZH142020 - CZH15467 4.976426e-01 0.5867589 0.3984
## CZH142020 - CZH15572 5.683913e-01 0.5866079 0.3350
## CZH142020 - CZH15575 7.243526e-01 0.5883390 0.2212
## CZH142020 - CZH15603 4.015811e-02 0.5870505 0.9456
## CZH142020 - CZH16048 1.857655e+00 0.5922084 0.0022
## CZH142020 - CZH16333 6.168519e-01 0.5853954 0.2946
## CZH142020 - CZH16334 7.017412e-01 0.5858157 0.2338
## CZH142020 - CZH16335 1.247526e+00 0.5867306 0.0360
## CZH142020 - CZH16340 -2.670201e-01 0.5867146 0.6500
## CZH142020 - CZH16374 1.284466e+00 0.5867472 0.0310
## CZH142020 - CZH16389 8.795592e-01 0.5870921 0.1372
## CZH142020 - CZH99014 8.498054e-01 0.5887717 0.1520
## CZH142020 - CZH99015 8.967944e-01 0.5676803 0.1174
## CZH142020 - CZH99019 1.262283e+00 0.5852790 0.0334
## CZH142055 - CZH142056 1.133331e-01 0.5679157 0.8422
## CZH142055 - CZH142060 -3.472589e-01 0.5891972 0.5570
## CZH142055 - CZH15002 -8.417365e-01 0.5909932 0.1574
## CZH142055 - CZH15013 -3.543905e-01 0.5851270 0.5462
## CZH142055 - CZH15017 -6.210515e-01 0.5853951 0.2912
## CZH142055 - CZH15183 -4.174285e-01 0.5644253 0.4612
## CZH142055 - CZH15185 5.847824e-01 0.5873890 0.3218
## CZH142055 - CZH15188 -4.152045e-01 0.5884064 0.4820
## CZH142055 - CZH15212 -2.499790e-01 0.5888256 0.6720
## CZH142055 - CZH15343 -6.570353e-01 0.5901283 0.2682
## CZH142055 - CZH15467 -4.553983e-01 0.5902087 0.4422
## CZH142055 - CZH15572 -3.846496e-01 0.5673348 0.4994
## CZH142055 - CZH15575 -2.286884e-01 0.5892352 0.6988
## CZH142055 - CZH15603 -9.128828e-01 0.5640787 0.1088
## CZH142055 - CZH16048 9.046143e-01 0.5690923 0.1150
## CZH142055 - CZH16333 -3.361890e-01 0.5888193 0.5694
## CZH142055 - CZH16334 -2.512997e-01 0.5888229 0.6704
## CZH142055 - CZH16335 2.944854e-01 0.5673516 0.6048
## CZH142055 - CZH16340 -1.220061e+00 0.5852297 0.0396
## CZH142055 - CZH16374 3.314252e-01 0.5902175 0.5756
## CZH142055 - CZH16389 -7.348174e-02 0.5910241 0.9014
## CZH142055 - CZH99014 -1.032355e-01 0.5689117 0.8564
## CZH142055 - CZH99015 -5.624650e-02 0.5873354 0.9238
## CZH142055 - CZH99019 3.092419e-01 0.5889914 0.6008
## CZH142056 - CZH142060 -4.605920e-01 0.5857160 0.4336
## CZH142056 - CZH15002 -9.550697e-01 0.5672041 0.0954
## CZH142056 - CZH15013 -4.677236e-01 0.5871989 0.4276
## CZH142056 - CZH15017 -7.343846e-01 0.5867691 0.2136
## CZH142056 - CZH15183 -5.307616e-01 0.5875261 0.3684
## CZH142056 - CZH15185 4.714493e-01 0.5855378 0.4226
## CZH142056 - CZH15188 -5.285376e-01 0.5882376 0.3710
## CZH142056 - CZH15212 -3.633122e-01 0.5874261 0.5376
## CZH142056 - CZH15343 -7.703684e-01 0.5852010 0.1910
## CZH142056 - CZH15467 -5.687314e-01 0.5851709 0.3334
## CZH142056 - CZH15572 -4.979827e-01 0.5657010 0.3808
## CZH142056 - CZH15575 -3.420215e-01 0.5659733 0.5470
## CZH142056 - CZH15603 -1.026216e+00 0.5661864 0.0730
## CZH142056 - CZH16048 7.912812e-01 0.5925527 0.1848
## CZH142056 - CZH16333 -4.495221e-01 0.5643220 0.4276
## CZH142056 - CZH16334 -3.646328e-01 0.5870799 0.5360
## CZH142056 - CZH16335 1.811523e-01 0.5660740 0.7496
## CZH142056 - CZH16340 -1.333394e+00 0.5869915 0.0252
## CZH142056 - CZH16374 2.180920e-01 0.5871033 0.7110
## CZH142056 - CZH16389 -1.868149e-01 0.5886533 0.7516
## CZH142056 - CZH99014 -2.165686e-01 0.5869931 0.7130
## CZH142056 - CZH99015 -1.695796e-01 0.5870599 0.7732
## CZH142056 - CZH99019 1.959088e-01 0.5657425 0.7298
## CZH142060 - CZH15002 -4.944777e-01 0.5855426 0.4004
## CZH142060 - CZH15013 -7.131628e-03 0.5874620 0.9904
## CZH142060 - CZH15017 -2.737926e-01 0.5856854 0.6412
## CZH142060 - CZH15183 -7.016965e-02 0.5889002 0.9054
## CZH142060 - CZH15185 9.320413e-01 0.5856967 0.1146
## CZH142060 - CZH15188 -6.794558e-02 0.5870089 0.9080
## CZH142060 - CZH15212 9.727982e-02 0.5891266 0.8692
## CZH142060 - CZH15343 -3.097764e-01 0.5869301 0.5988
## CZH142060 - CZH15467 -1.081394e-01 0.5656597 0.8488
## CZH142060 - CZH15572 -3.739075e-02 0.5882644 0.9494
## CZH142060 - CZH15575 1.185705e-01 0.5873790 0.8404
## CZH142060 - CZH15603 -5.656239e-01 0.5885221 0.3388
## CZH142060 - CZH16048 1.251873e+00 0.5923184 0.0370
## CZH142060 - CZH16333 1.106988e-02 0.5853938 0.9850
## CZH142060 - CZH16334 9.595917e-02 0.5853778 0.8702
## CZH142060 - CZH16335 6.417443e-01 0.5869113 0.2768
## CZH142060 - CZH16340 -8.728021e-01 0.5867124 0.1400
## CZH142060 - CZH16374 6.786840e-01 0.5643515 0.2320
## CZH142060 - CZH16389 2.737771e-01 0.5885834 0.6428
## CZH142060 - CZH99014 2.440234e-01 0.5872084 0.6786
## CZH142060 - CZH99015 2.910124e-01 0.5882897 0.6220
## CZH142060 - CZH99019 6.565008e-01 0.5657194 0.2486
## CZH15002 - CZH15013 4.873460e-01 0.5888260 0.4098
## CZH15002 - CZH15017 2.206851e-01 0.5900251 0.7092
## CZH15002 - CZH15183 4.243080e-01 0.5908083 0.4744
## CZH15002 - CZH15185 1.426519e+00 0.5884419 0.0172
## CZH15002 - CZH15188 4.265321e-01 0.5901755 0.4716
## CZH15002 - CZH15212 5.917575e-01 0.5883575 0.3170
## CZH15002 - CZH15343 1.847012e-01 0.5865926 0.7536
## CZH15002 - CZH15467 3.863383e-01 0.5850248 0.5106
## CZH15002 - CZH15572 4.570869e-01 0.5855274 0.4368
## CZH15002 - CZH15575 6.130482e-01 0.5886593 0.3002
## CZH15002 - CZH15603 -7.114626e-02 0.5888563 0.9040
## CZH15002 - CZH16048 1.746351e+00 0.5956320 0.0042
## CZH15002 - CZH16333 5.055475e-01 0.5672285 0.3750
## CZH15002 - CZH16334 5.904368e-01 0.5883540 0.3180
## CZH15002 - CZH16335 1.136222e+00 0.5867032 0.0556
## CZH15002 - CZH16340 -3.783245e-01 0.5886829 0.5220
## CZH15002 - CZH16374 1.173162e+00 0.5884268 0.0490
## CZH15002 - CZH16389 7.682548e-01 0.5887329 0.1950
## CZH15002 - CZH99014 7.385010e-01 0.5917717 0.2150
## CZH15002 - CZH99015 7.854900e-01 0.5904687 0.1864
## CZH15002 - CZH99019 1.150978e+00 0.5866715 0.0526
## CZH15013 - CZH15017 -2.666610e-01 0.5837693 0.6488
## CZH15013 - CZH15183 -6.303803e-02 0.5658019 0.9116
## CZH15013 - CZH15185 9.391729e-01 0.5837907 0.1108
## CZH15013 - CZH15188 -6.081395e-02 0.5873994 0.9178
## CZH15013 - CZH15212 1.044115e-01 0.5885780 0.8596
## CZH15013 - CZH15343 -3.026448e-01 0.5840221 0.6054
## CZH15013 - CZH15467 -1.010078e-01 0.5869386 0.8638
## CZH15013 - CZH15572 -3.025912e-02 0.5851760 0.9588
## CZH15013 - CZH15575 1.257021e-01 0.5888475 0.8314
## CZH15013 - CZH15603 -5.584923e-01 0.5658389 0.3260
## CZH15013 - CZH16048 1.259005e+00 0.5902439 0.0354
## CZH15013 - CZH16333 1.820151e-02 0.5872351 0.9754
## CZH15013 - CZH16334 1.030908e-01 0.5869696 0.8610
## CZH15013 - CZH16335 6.488759e-01 0.5853932 0.2704
## CZH15013 - CZH16340 -8.656705e-01 0.5656029 0.1290
## CZH15013 - CZH16374 6.858157e-01 0.5882431 0.2464
## CZH15013 - CZH16389 2.809088e-01 0.5873010 0.6334
## CZH15013 - CZH99014 2.511550e-01 0.5868336 0.6696
## CZH15013 - CZH99015 2.981440e-01 0.5873791 0.6128
## CZH15013 - CZH99019 6.636324e-01 0.5870024 0.2610
## CZH15017 - CZH15183 2.036229e-01 0.5867089 0.7292
## CZH15017 - CZH15185 1.205834e+00 0.5656061 0.0354
## CZH15017 - CZH15188 2.058470e-01 0.5896485 0.7278
## CZH15017 - CZH15212 3.710724e-01 0.5885113 0.5298
## CZH15017 - CZH15343 -3.598384e-02 0.5850529 0.9510
## CZH15017 - CZH15467 1.656532e-01 0.5869726 0.7784
## CZH15017 - CZH15572 2.364018e-01 0.5850156 0.6870
## CZH15017 - CZH15575 3.923631e-01 0.5887459 0.5066
## CZH15017 - CZH15603 -2.918313e-01 0.5655810 0.6070
## CZH15017 - CZH16048 1.525666e+00 0.5900828 0.0112
## CZH15017 - CZH16333 2.848625e-01 0.5873076 0.6288
## CZH15017 - CZH16334 3.697518e-01 0.5867438 0.5300
## CZH15017 - CZH16335 9.155369e-01 0.5848925 0.1206
## CZH15017 - CZH16340 -5.990096e-01 0.5849898 0.3084
## CZH15017 - CZH16374 9.524766e-01 0.5660256 0.0956
## CZH15017 - CZH16389 5.475697e-01 0.5869584 0.3532
## CZH15017 - CZH99014 5.178160e-01 0.5881708 0.3808
## CZH15017 - CZH99015 5.648050e-01 0.5673605 0.3218
## CZH15017 - CZH99019 9.302934e-01 0.5851259 0.1150
## CZH15183 - CZH15185 1.002211e+00 0.5883627 0.0916
## CZH15183 - CZH15188 2.224072e-03 0.5870452 0.9970
## CZH15183 - CZH15212 1.674495e-01 0.5900625 0.7772
## CZH15183 - CZH15343 -2.396068e-01 0.5887831 0.6850
## CZH15183 - CZH15467 -3.796976e-02 0.5887543 0.9488
## CZH15183 - CZH15572 3.277891e-02 0.5868823 0.9556
## CZH15183 - CZH15575 1.887402e-01 0.5919437 0.7506
## CZH15183 - CZH15603 -4.954543e-01 0.5657826 0.3832
## CZH15183 - CZH16048 1.322043e+00 0.5687548 0.0222
## CZH15183 - CZH16333 8.123953e-02 0.5889216 0.8906
## CZH15183 - CZH16334 1.661288e-01 0.5884901 0.7782
## CZH15183 - CZH16335 7.119140e-01 0.5856665 0.2270
## CZH15183 - CZH16340 -8.026325e-01 0.5668768 0.1600
## CZH15183 - CZH16374 7.488537e-01 0.5876608 0.2056
## CZH15183 - CZH16389 3.439468e-01 0.5906186 0.5616
## CZH15183 - CZH99014 3.141930e-01 0.5887043 0.5948
## CZH15183 - CZH99015 3.611820e-01 0.5887600 0.5410
## CZH15183 - CZH99019 7.266704e-01 0.5887911 0.2200
## CZH15185 - CZH15188 -9.999868e-01 0.5888971 0.0926
## CZH15185 - CZH15212 -8.347614e-01 0.5875334 0.1584
## CZH15185 - CZH15343 -1.241818e+00 0.5656649 0.0304
## CZH15185 - CZH15467 -1.040181e+00 0.5880986 0.0800
## CZH15185 - CZH15572 -9.694320e-01 0.5657606 0.0898
## CZH15185 - CZH15575 -8.134707e-01 0.5890071 0.1704
## CZH15185 - CZH15603 -1.497665e+00 0.5853957 0.0120
## CZH15185 - CZH16048 3.198319e-01 0.5923236 0.5904
## CZH15185 - CZH16333 -9.209714e-01 0.5886033 0.1208
## CZH15185 - CZH16334 -8.360821e-01 0.5884065 0.1584
## CZH15185 - CZH16335 -2.902970e-01 0.5869330 0.6220
## CZH15185 - CZH16340 -1.804843e+00 0.5853850 0.0026
## CZH15185 - CZH16374 -2.533572e-01 0.5842095 0.6654
## CZH15185 - CZH16389 -6.582641e-01 0.5850912 0.2632
## CZH15185 - CZH99014 -6.880179e-01 0.5886319 0.2452
## CZH15185 - CZH99015 -6.410289e-01 0.5873364 0.2778
## CZH15185 - CZH99019 -2.755405e-01 0.5655078 0.6272
## CZH15188 - CZH15212 1.652254e-01 0.5661362 0.7710
## CZH15188 - CZH15343 -2.418309e-01 0.5884057 0.6820
## CZH15188 - CZH15467 -4.019383e-02 0.5870139 0.9456
## CZH15188 - CZH15572 3.055483e-02 0.5883658 0.9586
## CZH15188 - CZH15575 1.865161e-01 0.5885408 0.7520
## CZH15188 - CZH15603 -4.976783e-01 0.5883526 0.3996
## CZH15188 - CZH16048 1.319819e+00 0.5687356 0.0224
## CZH15188 - CZH16333 7.901546e-02 0.5675344 0.8896
## CZH15188 - CZH16334 1.639048e-01 0.5881579 0.7810
## CZH15188 - CZH16335 7.096899e-01 0.5896676 0.2316
## CZH15188 - CZH16340 -8.048566e-01 0.5671958 0.1590
## CZH15188 - CZH16374 7.466296e-01 0.5885006 0.2074
## CZH15188 - CZH16389 3.417227e-01 0.5905749 0.5642
## CZH15188 - CZH99014 3.119689e-01 0.5885704 0.5972
## CZH15188 - CZH99015 3.589580e-01 0.5885274 0.5432
## CZH15188 - CZH99019 7.244464e-01 0.5867450 0.2198
## CZH15212 - CZH15343 -4.070563e-01 0.5869698 0.4896
## CZH15212 - CZH15467 -2.054192e-01 0.5900885 0.7284
## CZH15212 - CZH15572 -1.346706e-01 0.5673353 0.8128
## CZH15212 - CZH15575 2.129070e-02 0.5905225 0.9714
## CZH15212 - CZH15603 -6.629037e-01 0.5888125 0.2630
## CZH15212 - CZH16048 1.154593e+00 0.5691489 0.0452
## CZH15212 - CZH16333 -8.620995e-02 0.5885593 0.8838
## CZH15212 - CZH16334 -1.320649e-03 0.5857274 0.9982
## CZH15212 - CZH16335 5.444645e-01 0.5869969 0.3558
## CZH15212 - CZH16340 -9.700820e-01 0.5870949 0.1016
## CZH15212 - CZH16374 5.814042e-01 0.5886911 0.3258
## CZH15212 - CZH16389 1.764973e-01 0.5909682 0.7658
## CZH15212 - CZH99014 1.467435e-01 0.5917834 0.8046
## CZH15212 - CZH99015 1.937325e-01 0.5923281 0.7442
## CZH15212 - CZH99019 5.592209e-01 0.5872129 0.3432
## CZH15343 - CZH15467 2.016370e-01 0.5853497 0.7312
## CZH15343 - CZH15572 2.723857e-01 0.5849714 0.6424
## CZH15343 - CZH15575 4.283470e-01 0.5871694 0.4674
## CZH15343 - CZH15603 -2.558475e-01 0.5867637 0.6638
## CZH15343 - CZH16048 1.561650e+00 0.5921257 0.0096
## CZH15343 - CZH16333 3.208463e-01 0.5855320 0.5850
## CZH15343 - CZH16334 4.057356e-01 0.5869528 0.4910
## CZH15343 - CZH16335 9.515207e-01 0.5863997 0.1078
## CZH15343 - CZH16340 -5.630257e-01 0.5853863 0.3384
## CZH15343 - CZH16374 9.884605e-01 0.5854799 0.0944
## CZH15343 - CZH16389 5.835536e-01 0.5869327 0.3226
## CZH15343 - CZH99014 5.537998e-01 0.5887329 0.3492
## CZH15343 - CZH99015 6.007888e-01 0.5869952 0.3086
## CZH15343 - CZH99019 9.662772e-01 0.5656714 0.0908
## CZH15467 - CZH15572 7.074866e-02 0.5880146 0.9044
## CZH15467 - CZH15575 2.267099e-01 0.5671696 0.6902
## CZH15467 - CZH15603 -4.574845e-01 0.5870232 0.4376
## CZH15467 - CZH16048 1.360013e+00 0.5938003 0.0242
## CZH15467 - CZH16333 1.192093e-01 0.5653028 0.8334
## CZH15467 - CZH16334 2.040986e-01 0.5852012 0.7280
## CZH15467 - CZH16335 7.498837e-01 0.5854904 0.2032
## CZH15467 - CZH16340 -7.646627e-01 0.5854216 0.1944
## CZH15467 - CZH16374 7.868234e-01 0.5850853 0.1818
## CZH15467 - CZH16389 3.819165e-01 0.5674766 0.5024
## CZH15467 - CZH99014 3.521628e-01 0.5865093 0.5496
## CZH15467 - CZH99015 3.991518e-01 0.5887115 0.4994
## CZH15467 - CZH99019 7.646402e-01 0.5849779 0.1942
## CZH15572 - CZH15575 1.559613e-01 0.5882753 0.7914
## CZH15572 - CZH15603 -5.282332e-01 0.5658371 0.3528
## CZH15572 - CZH16048 1.289264e+00 0.5904601 0.0314
## CZH15572 - CZH16333 4.846062e-02 0.5868758 0.9344
## CZH15572 - CZH16334 1.333499e-01 0.5855047 0.8204
## CZH15572 - CZH16335 6.791350e-01 0.5657104 0.2328
## CZH15572 - CZH16340 -8.354114e-01 0.5864874 0.1574
## CZH15572 - CZH16374 7.160748e-01 0.5867436 0.2252
## CZH15572 - CZH16389 3.111679e-01 0.5868862 0.5972
## CZH15572 - CZH99014 2.814141e-01 0.5868489 0.6326
## CZH15572 - CZH99015 3.284031e-01 0.5888103 0.5782
## CZH15572 - CZH99019 6.938915e-01 0.5851809 0.2386
## CZH15575 - CZH15603 -6.841944e-01 0.5875241 0.2470
## CZH15575 - CZH16048 1.133303e+00 0.5958103 0.0600
## CZH15575 - CZH16333 -1.075006e-01 0.5642587 0.8492
## CZH15575 - CZH16334 -2.261134e-02 0.5872072 0.9694
## CZH15575 - CZH16335 5.231738e-01 0.5873375 0.3752
## CZH15575 - CZH16340 -9.913727e-01 0.5900516 0.0960
## CZH15575 - CZH16374 5.601135e-01 0.5872052 0.3424
## CZH15575 - CZH16389 1.552066e-01 0.5889480 0.7926
## CZH15575 - CZH99014 1.254528e-01 0.5658068 0.8250
## CZH15575 - CZH99015 1.724419e-01 0.5907288 0.7710
## CZH15575 - CZH99019 5.379303e-01 0.5675308 0.3454
## CZH15603 - CZH16048 1.817497e+00 0.5899268 0.0026
## CZH15603 - CZH16333 5.766938e-01 0.5858557 0.3274
## CZH15603 - CZH16334 6.615831e-01 0.5857229 0.2614
## CZH15603 - CZH16335 1.207368e+00 0.5653305 0.0352
## CZH15603 - CZH16340 -3.071782e-01 0.5656333 0.5882
## CZH15603 - CZH16374 1.244308e+00 0.5875046 0.0366
## CZH15603 - CZH16389 8.394010e-01 0.5888960 0.1572
## CZH15603 - CZH99014 8.096473e-01 0.5854669 0.1698
## CZH15603 - CZH99015 8.566363e-01 0.5672412 0.1342
## CZH15603 - CZH99019 1.222125e+00 0.5869823 0.0398
## CZH16048 - CZH16333 -1.240803e+00 0.5925646 0.0388
## CZH16048 - CZH16334 -1.155914e+00 0.5903990 0.0530
## CZH16048 - CZH16335 -6.101289e-01 0.5900532 0.3036
## CZH16048 - CZH16340 -2.124675e+00 0.5881153 0.0004
## CZH16048 - CZH16374 -5.731891e-01 0.5908040 0.3342
## CZH16048 - CZH16389 -9.780961e-01 0.5959623 0.1038
## CZH16048 - CZH99014 -1.007850e+00 0.5936023 0.0926
## CZH16048 - CZH99015 -9.608608e-01 0.5935294 0.1086
## CZH16048 - CZH99019 -5.953724e-01 0.5922925 0.3172
## CZH16333 - CZH16334 8.488930e-02 0.5869489 0.8852
## CZH16333 - CZH16335 6.306744e-01 0.5856921 0.2842
## CZH16333 - CZH16340 -8.838720e-01 0.5869599 0.1352
## CZH16333 - CZH16374 6.676142e-01 0.5879537 0.2588
## CZH16333 - CZH16389 2.627072e-01 0.5873815 0.6556
## CZH16333 - CZH99014 2.329535e-01 0.5866049 0.6922
## CZH16333 - CZH99015 2.799425e-01 0.5872073 0.6346
## CZH16333 - CZH99019 6.454309e-01 0.5849269 0.2724
## CZH16334 - CZH16335 5.457851e-01 0.5656647 0.3370
## CZH16334 - CZH16340 -9.687613e-01 0.5851645 0.1010
## CZH16334 - CZH16374 5.827249e-01 0.5853993 0.3220
## CZH16334 - CZH16389 1.778180e-01 0.5899577 0.7638
## CZH16334 - CZH99014 1.480642e-01 0.5856967 0.8010
## CZH16334 - CZH99015 1.950532e-01 0.5873304 0.7406
## CZH16334 - CZH99019 5.605416e-01 0.5867828 0.3418
## CZH16335 - CZH16340 -1.514546e+00 0.5848877 0.0110
## CZH16335 - CZH16374 3.693973e-02 0.5869762 0.9500
## CZH16335 - CZH16389 -3.679672e-01 0.5901491 0.5344
## CZH16335 - CZH99014 -3.977209e-01 0.5868451 0.4996
## CZH16335 - CZH99015 -3.507319e-01 0.5854464 0.5504
## CZH16335 - CZH99019 1.475647e-02 0.5868563 0.9800
## CZH16340 - CZH16374 1.551486e+00 0.5882010 0.0096
## CZH16340 - CZH16389 1.146579e+00 0.5886920 0.0542
## CZH16340 - CZH99014 1.116826e+00 0.5869472 0.0600
## CZH16340 - CZH99015 1.163815e+00 0.5853744 0.0496
## CZH16340 - CZH99019 1.529303e+00 0.5867497 0.0106
## CZH16374 - CZH16389 -4.049069e-01 0.5869090 0.4918
## CZH16374 - CZH99014 -4.346607e-01 0.5883452 0.4618
## CZH16374 - CZH99015 -3.876717e-01 0.5888613 0.5118
## CZH16374 - CZH99019 -2.218326e-02 0.5655537 0.9688
## CZH16389 - CZH99014 -2.975377e-02 0.5887212 0.9598
## CZH16389 - CZH99015 1.723524e-02 0.5907501 0.9768
## CZH16389 - CZH99019 3.827236e-01 0.5866178 0.5156
## CZH99014 - CZH99015 4.698901e-02 0.5889110 0.9366
## CZH99014 - CZH99019 4.124774e-01 0.5883037 0.4848
## CZH99015 - CZH99019 3.654884e-01 0.5882248 0.5358
##
## $means
## gyd gyd.adj SE r std Min Max
## CZH00011 2.904322 2.900713 0.5322869 3 0.91214766 2.3242218 3.955704
## CZH00013 2.647833 2.292592 0.5306285 3 0.91018962 1.7413755 3.561709
## CZH00020 3.297022 3.324085 0.5325459 3 1.01633272 2.4664040 4.430306
## CZH01006 2.711584 2.853849 0.5306320 3 1.15324312 1.4119260 3.612683
## CZH01008 1.959472 2.256530 0.5305877 3 1.06760725 0.9411765 3.070360
## CZH02004 3.517948 3.255082 0.5323847 3 1.12082751 2.2287238 4.260948
## CZH02006 2.782820 2.805070 0.5303981 3 0.63304134 2.1669324 3.431723
## CZH02008 3.967937 3.792359 0.5322496 3 1.31237071 2.4821136 4.968847
## CZH03002 4.099139 3.859536 0.5325331 3 1.28446950 2.7693033 5.332840
## CZH03005 2.353025 2.440732 0.5303809 3 0.98860525 1.3333333 3.307294
## CZH03006 3.384480 3.464291 0.5322564 3 1.47057500 2.2130286 5.034803
## CZH04001 2.877026 2.743766 0.5303895 3 0.91311718 2.1034021 3.884251
## CZH04005 3.751157 3.254279 0.5324245 3 0.57884325 3.0976125 4.199253
## CZH04007 3.864484 3.622423 0.5306356 3 0.77065470 3.0039538 4.491025
## CZH0524 2.129351 2.142266 0.5326016 3 0.42932878 1.7413755 2.590602
## CZH0526 3.541790 3.814699 0.5305968 3 1.23742098 2.1200672 4.376094
## CZH0527 3.221248 3.068490 0.5306146 3 1.45157205 1.5848569 4.353656
## CZH0528 3.206259 2.886744 0.5303736 3 0.68297138 2.4189992 3.640094
## CZH0615 2.618826 2.697847 0.5306113 3 0.63981014 1.9614566 3.239497
## CZH0623 3.927217 3.720516 0.5325807 3 0.21255200 3.6989132 4.119384
## CZH0629 3.088539 3.266782 0.5306326 3 1.30942167 1.5844948 3.974626
## CZH0728 2.850555 3.137203 0.5303956 3 0.08162443 2.7626667 2.923983
## CZH0733 2.178164 2.314260 0.5325366 3 0.43773373 1.7099993 2.577253
## CZH0735 2.634952 2.518183 0.5322741 3 0.92470259 1.6000000 3.379872
## CZH0836 2.672436 2.728391 0.5323726 3 0.94002979 1.6472471 3.493894
## CZH088 2.490912 2.266724 0.5303938 3 0.34471670 2.1031619 2.762677
## CZH089 3.289501 3.369165 0.5323837 3 0.51993827 2.6894037 3.605294
## CZH0928 4.126749 3.860737 0.5322626 3 0.80872364 3.2600471 4.861189
## CZH0932 2.692578 2.963208 0.5322863 3 1.23756771 1.3019608 3.672863
## CZH0935 3.851352 3.952662 0.5323282 3 0.32480066 3.4781562 4.070185
## CZH0946 2.344045 2.488641 0.5322617 3 0.55374765 2.0239919 2.983458
## CZH1032 3.585833 3.676550 0.5306012 3 1.61851105 1.9307348 5.165090
## CZH1033 3.850751 3.622504 0.5305856 3 1.31862722 2.4035657 4.984245
## CZH1036 3.588243 3.604902 0.5324846 3 0.13384578 3.4356311 3.685690
## CZH1122 2.798515 2.853632 0.5322480 3 0.82287859 2.3231606 3.748693
## CZH1123 3.622450 3.574145 0.5325474 3 1.14205076 2.3234259 4.468641
## CZH1134 2.393812 2.698845 0.5304105 3 0.92499094 1.7099993 3.446287
## CZH1243 3.671256 3.783836 0.5306063 3 1.91041820 2.1821365 5.825280
## CZH1258 3.548465 3.298730 0.5323733 3 0.82312620 2.9112471 4.477813
## CZH1261 4.664920 4.489896 0.5322712 3 0.25654535 4.3724692 4.852010
## CZH1270 2.482011 2.906271 0.5324923 3 1.52674629 1.4117647 4.230346
## CZH132117 2.709245 3.112522 0.5303934 3 0.06379167 2.6401129 2.765833
## CZH132118 2.862635 3.067816 0.5323934 3 0.86315553 2.0253795 3.749547
## CZH132119 2.412376 2.881884 0.5306486 3 1.32524172 1.6472471 3.942633
## CZH132163 3.902502 3.890175 0.5305697 3 0.71425099 3.2351641 4.655873
## CZH132169 3.436721 3.418246 0.5303866 3 1.60740161 1.6003657 4.588542
## CZH142020 4.441567 4.175963 0.5306008 3 0.80689251 3.8719677 5.364914
## CZH142055 3.202495 3.222922 0.5325369 3 1.33617737 1.6631252 4.062322
## CZH142056 2.479765 3.109589 0.5306140 3 0.42360425 2.0251482 2.863385
## CZH142060 3.121093 3.570181 0.5306299 3 0.31744959 2.7711964 3.390664
## CZH15002 3.966296 4.064659 0.5322932 3 1.36927947 2.9708047 5.527843
## CZH15013 3.428212 3.577312 0.5306323 3 1.28108124 2.4512538 4.878634
## CZH15017 4.234068 3.843973 0.5304118 3 0.62737675 3.5790969 4.829623
## CZH15183 3.617019 3.640350 0.5325259 3 0.73995872 2.7661481 4.109931
## CZH15185 2.488815 2.638140 0.5306334 3 0.51304940 1.8989069 2.830951
## CZH15188 3.951300 3.638126 0.5322423 3 0.97585371 2.8293378 4.602789
## CZH15212 3.777425 3.472901 0.5325020 3 0.56831856 3.1215005 4.122955
## CZH15343 4.104479 3.879957 0.5304061 3 1.18403516 3.2862996 5.462187
## CZH15467 3.621942 3.678320 0.5304109 3 0.24032603 3.3591234 3.830497
## CZH15572 3.258349 3.607572 0.5303794 3 1.70327054 1.8677333 5.158136
## CZH15575 3.288967 3.451610 0.5324964 3 0.47274849 2.7504314 3.635539
## CZH15603 4.219066 4.135805 0.5306556 3 1.72889386 2.5965176 6.037602
## CZH16048 2.575220 2.318308 0.5361670 3 0.34225241 2.1983373 2.866648
## CZH16333 3.650717 3.559111 0.5306412 3 1.02808611 2.4664040 4.313675
## CZH16334 3.652022 3.474222 0.5305684 3 1.29563005 2.4030171 4.989720
## CZH16335 2.746930 2.928437 0.5304088 3 1.65920109 1.2862745 4.550949
## CZH16340 4.767649 4.442983 0.5304049 3 1.18827538 3.3955926 5.463427
## CZH16374 2.924329 2.891497 0.5305721 3 1.01246680 2.1186151 4.060813
## CZH16389 3.146170 3.296404 0.5325000 3 0.73591170 2.3894911 3.859388
## CZH99014 3.237398 3.326157 0.5322688 3 1.40640151 2.3545546 4.859246
## CZH99015 3.571462 3.279168 0.5325096 3 1.01310813 2.5618304 4.588011
## CZH99019 2.656934 2.913680 0.5303911 3 0.53891204 2.0401479 3.036793
## Q25 Q50 Q75
## CZH00011 2.378631 2.433040 3.194372
## CZH00013 2.190895 2.640414 3.101062
## CZH00020 2.730381 2.994357 3.712332
## CZH01006 2.261034 3.110142 3.361413
## CZH01008 1.404028 1.866880 2.468620
## CZH02004 3.146448 4.064172 4.162560
## CZH02006 2.458368 2.749804 3.090763
## CZH02008 3.467482 4.452851 4.710849
## CZH03002 3.482288 4.195274 4.764057
## CZH03005 1.875890 2.418447 2.862871
## CZH03006 2.559319 2.905609 3.970206
## CZH04001 2.373414 2.643426 3.263839
## CZH04005 3.527108 3.956604 4.077929
## CZH04007 3.551214 4.098474 4.294750
## CZH0524 1.898726 2.056076 2.323339
## CZH0526 3.124639 4.129210 4.252652
## CZH0527 2.655044 3.725230 4.039443
## CZH0528 2.989341 3.559684 3.599889
## CZH0615 2.308491 2.655525 2.947511
## CZH0623 3.831133 3.963353 4.041369
## CZH0629 2.645496 3.706496 3.840561
## CZH0728 2.813842 2.865016 2.894499
## CZH0733 1.978619 2.247239 2.412246
## CZH0735 2.262491 2.924983 3.152428
## CZH0836 2.261706 2.876165 3.185030
## CZH088 2.355030 2.606897 2.684787
## CZH089 3.131605 3.573807 3.589550
## CZH0928 3.759529 4.259012 4.560100
## CZH0932 2.202435 3.102910 3.387887
## CZH0935 3.741936 4.005715 4.037950
## CZH0946 2.024339 2.024686 2.504072
## CZH1032 2.796205 3.661675 4.413383
## CZH1033 3.284004 4.164442 4.574344
## CZH1036 3.539519 3.643407 3.664549
## CZH1122 2.323426 2.323691 3.036192
## CZH1123 3.199354 4.075282 4.271961
## CZH1134 1.867574 2.025148 2.735718
## CZH1243 2.594244 3.006351 4.415815
## CZH1258 3.083792 3.256336 3.867075
## CZH1261 4.571375 4.770280 4.811145
## CZH1270 1.607843 1.803922 3.017134
## CZH132117 2.680951 2.721789 2.743811
## CZH132118 2.419178 2.812977 3.281262
## CZH132119 1.647247 1.647247 2.794940
## CZH132163 3.525816 3.816469 4.236171
## CZH132169 2.860811 4.121256 4.354899
## CZH142020 3.979893 4.087818 4.726366
## CZH142055 2.772581 3.882037 3.972180
## CZH142056 2.287954 2.550760 2.707073
## CZH142060 2.986307 3.201418 3.296041
## CZH15002 3.185522 3.400239 4.464041
## CZH15013 2.703001 2.954749 3.916692
## CZH15017 3.936291 4.293486 4.561554
## CZH15183 3.370563 3.974977 4.042454
## CZH15185 2.317747 2.736586 2.783769
## CZH15188 3.625555 4.421773 4.512281
## CZH15212 3.604659 4.087818 4.105387
## CZH15343 3.425625 3.564951 4.513569
## CZH15467 3.517664 3.676205 3.753351
## CZH15572 2.308455 2.749176 3.953656
## CZH15575 3.115680 3.480930 3.558234
## CZH15603 3.309799 4.023079 5.030341
## CZH16048 2.429506 2.660675 2.763662
## CZH16333 3.319238 4.172072 4.242874
## CZH16334 2.983174 3.563330 4.276525
## CZH16335 1.844920 2.403566 3.477257
## CZH16340 4.419759 5.443926 5.453677
## CZH16374 2.356087 2.593560 3.327186
## CZH16389 2.789561 3.189631 3.524510
## CZH99014 2.426474 2.498393 3.678819
## CZH99015 3.063188 3.564545 4.076278
## CZH99019 2.467005 2.893861 2.965327
##
## $groups
## gyd.adj groups
## CZH1261 4.489896 a
## CZH16340 4.442983 ab
## CZH142020 4.175963 abc
## CZH15603 4.135805 abc
## CZH15002 4.064659 abcd
## CZH0935 3.952662 abcde
## CZH132163 3.890175 abcde
## CZH15343 3.879957 abcde
## CZH0928 3.860737 abcdef
## CZH03002 3.859536 abcdef
## CZH15017 3.843973 abcdef
## CZH0526 3.814699 abcdef
## CZH02008 3.792359 abcdefg
## CZH1243 3.783836 abcdefg
## CZH0623 3.720516 abcdefg
## CZH15467 3.678320 abcdefg
## CZH1032 3.676550 abcdefgh
## CZH15183 3.640350 abcdefghi
## CZH15188 3.638126 abcdefghi
## CZH1033 3.622504 abcdefghi
## CZH04007 3.622423 abcdefghi
## CZH15572 3.607572 abcdefghi
## CZH1036 3.604902 abcdefghi
## CZH15013 3.577312 abcdefghi
## CZH1123 3.574145 abcdefghij
## CZH142060 3.570181 abcdefghij
## CZH16333 3.559111 abcdefghij
## CZH16334 3.474222 abcdefghijk
## CZH15212 3.472901 abcdefghijk
## CZH03006 3.464291 abcdefghijk
## CZH15575 3.451610 abcdefghijkl
## CZH132169 3.418246 abcdefghijklm
## CZH089 3.369165 abcdefghijklm
## CZH99014 3.326157 abcdefghijklm
## CZH00020 3.324085 abcdefghijklm
## CZH1258 3.298730 bcdefghijklmn
## CZH16389 3.296404 bcdefghijklmn
## CZH99015 3.279168 cdefghijklmn
## CZH0629 3.266782 cdefghijklmn
## CZH02004 3.255082 cdefghijklmn
## CZH04005 3.254279 cdefghijklmn
## CZH142055 3.222922 cdefghijklmn
## CZH0728 3.137203 cdefghijklmn
## CZH132117 3.112522 cdefghijklmn
## CZH142056 3.109589 cdefghijklmn
## CZH0527 3.068490 cdefghijklmn
## CZH132118 3.067816 cdefghijklmn
## CZH0932 2.963208 defghijklmn
## CZH16335 2.928437 defghijklmn
## CZH99019 2.913680 defghijklmn
## CZH1270 2.906271 defghijklmn
## CZH00011 2.900713 defghijklmn
## CZH16374 2.891497 efghijklmn
## CZH0528 2.886744 efghijklmn
## CZH132119 2.881884 efghijklmn
## CZH01006 2.853849 efghijklmn
## CZH1122 2.853632 efghijklmn
## CZH02006 2.805070 efghijklmn
## CZH04001 2.743766 fghijklmn
## CZH0836 2.728391 fghijklmn
## CZH1134 2.698845 fghijklmn
## CZH0615 2.697847 fghijklmn
## CZH15185 2.638140 ghijklmn
## CZH0735 2.518183 hijklmn
## CZH0946 2.488641 ijklmn
## CZH03005 2.440732 jklmn
## CZH16048 2.318308 klmn
## CZH0733 2.314260 klmn
## CZH00013 2.292592 lmn
## CZH088 2.266724 mn
## CZH01008 2.256530 mn
## CZH0524 2.142266 n
##
## $vartau
## trt.adjCZH00011 trt.adjCZH00013 trt.adjCZH00020
## trt.adjCZH00011 0.2833293 0.1093218 0.1112166
## trt.adjCZH00013 0.1093218 0.2815666 0.1090009
## trt.adjCZH00020 0.1112166 0.1090009 0.2836051
## trt.adjCZH01006 0.1092776 0.1102025 0.1094011
## trt.adjCZH01008 0.1110144 0.1102092 0.1099417
## trt.adjCZH02004 0.1081650 0.1224516 0.1082830
## trt.adjCZH02006 0.1098536 0.1100273 0.1083777
## trt.adjCZH02008 0.1081993 0.1105372 0.1088995
## trt.adjCZH03002 0.1215857 0.1083161 0.1252753
## trt.adjCZH03005 0.1101693 0.1102003 0.1102050
## trt.adjCZH03006 0.1232243 0.1215553 0.1093163
## trt.adjCZH04001 0.1213651 0.1091928 0.1093890
## trt.adjCZH04005 0.1094428 0.1102534 0.1101606
## trt.adjCZH04007 0.1110657 0.1090474 0.1217137
## trt.adjCZH0524 0.1089710 0.1099701 0.1092646
## trt.adjCZH0526 0.1084401 0.1083664 0.1092031
## trt.adjCZH0527 0.1215423 0.1090102 0.1112480
## trt.adjCZH0528 0.1094087 0.1102881 0.1094408
## trt.adjCZH0615 0.1103340 0.1092794 0.1225818
## trt.adjCZH0623 0.1090579 0.1100422 0.1101695
## trt.adjCZH0629 0.1091079 0.1084179 0.1082084
## trt.adjCZH0728 0.1102087 0.1090092 0.1110010
## trt.adjCZH0733 0.1092509 0.1099421 0.1091248
## trt.adjCZH0735 0.1081515 0.1214073 0.1091453
## trt.adjCZH0836 0.1214391 0.1101237 0.1083745
## trt.adjCZH088 0.1112787 0.1092778 0.1214646
## trt.adjCZH089 0.1233201 0.1101052 0.1102448
## trt.adjCZH0928 0.1084461 0.1216688 0.1101452
## trt.adjCZH0932 0.1089613 0.1112673 0.1092850
## trt.adjCZH0935 0.1089677 0.1091752 0.1083504
## trt.adjCZH0946 0.1101745 0.1090758 0.1090870
## trt.adjCZH1032 0.1092165 0.1101329 0.1091992
## trt.adjCZH1033 0.1093983 0.1222448 0.1091085
## trt.adjCZH1036 0.1090881 0.1099225 0.1233336
## trt.adjCZH1122 0.1101146 0.1093538 0.1093557
## trt.adjCZH1123 0.1218440 0.1096100 0.1090693
## trt.adjCZH1134 0.1093411 0.1092162 0.1214463
## trt.adjCZH1243 0.1083947 0.1101573 0.1100242
## trt.adjCZH1258 0.1102094 0.1094636 0.1111525
## trt.adjCZH1261 0.1100521 0.1091805 0.1092015
## trt.adjCZH1270 0.1091294 0.1091927 0.1083933
## trt.adjCZH132117 0.1102895 0.1213735 0.1214485
## trt.adjCZH132118 0.1234401 0.1100253 0.1216589
## trt.adjCZH132119 0.1091372 0.1090505 0.1101229
## trt.adjCZH132163 0.1100768 0.1089789 0.1101864
## trt.adjCZH132169 0.1090772 0.1108525 0.1099573
## trt.adjCZH142020 0.1099806 0.1212895 0.1100892
## trt.adjCZH142055 0.1111209 0.1216084 0.1090573
## trt.adjCZH142056 0.1091960 0.1094542 0.1109416
## trt.adjCZH142060 0.1090678 0.1100367 0.1093114
## trt.adjCZH15002 0.1092939 0.1083163 0.1235508
## trt.adjCZH15013 0.1216012 0.1102485 0.1092539
## trt.adjCZH15017 0.1103544 0.1102827 0.1099456
## trt.adjCZH15183 0.1102353 0.1103649 0.1081387
## trt.adjCZH15185 0.1100190 0.1093286 0.1092429
## trt.adjCZH15188 0.1100020 0.1215020 0.1091442
## trt.adjCZH15212 0.1217678 0.1091852 0.1225851
## trt.adjCZH15343 0.1100556 0.1099485 0.1110849
## trt.adjCZH15467 0.1090202 0.1092060 0.1101316
## trt.adjCZH15572 0.1214029 0.1092122 0.1111348
## trt.adjCZH15575 0.1092676 0.1093148 0.1099011
## trt.adjCZH15603 0.1101847 0.1118442 0.1092929
## trt.adjCZH16048 0.1103389 0.1110692 0.1092707
## trt.adjCZH16333 0.1091668 0.1094562 0.1101965
## trt.adjCZH16334 0.1101711 0.1086989 0.1102141
## trt.adjCZH16335 0.1102899 0.1101715 0.1215700
## trt.adjCZH16340 0.1102022 0.1215202 0.1091430
## trt.adjCZH16374 0.1093229 0.1084267 0.1091067
## trt.adjCZH16389 0.1090696 0.1091040 0.1090702
## trt.adjCZH99014 0.1101993 0.1213815 0.1082543
## trt.adjCZH99015 0.1082823 0.1233751 0.1090470
## trt.adjCZH99019 0.1083343 0.1092214 0.1092491
## trt.adjCZH01006 trt.adjCZH01008 trt.adjCZH02004
## trt.adjCZH00011 0.1092776 0.1110144 0.1081650
## trt.adjCZH00013 0.1102025 0.1102092 0.1224516
## trt.adjCZH00020 0.1094011 0.1099417 0.1082830
## trt.adjCZH01006 0.2815703 0.1092499 0.1085634
## trt.adjCZH01008 0.1092499 0.2815233 0.1111120
## trt.adjCZH02004 0.1085634 0.1111120 0.2834334
## trt.adjCZH02006 0.1092086 0.1084383 0.1102083
## trt.adjCZH02008 0.1101554 0.1094789 0.1233289
## trt.adjCZH03002 0.1100794 0.1085681 0.1088111
## trt.adjCZH03005 0.1213812 0.1093633 0.1099905
## trt.adjCZH03006 0.1110180 0.1215777 0.1100770
## trt.adjCZH04001 0.1083922 0.1102387 0.1092616
## trt.adjCZH04005 0.1118962 0.1092473 0.1100240
## trt.adjCZH04007 0.1090729 0.1099872 0.1091331
## trt.adjCZH0524 0.1082683 0.1083519 0.1102832
## trt.adjCZH0526 0.1093954 0.1101851 0.1101981
## trt.adjCZH0527 0.1091800 0.1091746 0.1083785
## trt.adjCZH0528 0.1215503 0.1092763 0.1094407
## trt.adjCZH0615 0.1102183 0.1091789 0.1091290
## trt.adjCZH0623 0.1082042 0.1091777 0.1111453
## trt.adjCZH0629 0.1094521 0.1094551 0.1093580
## trt.adjCZH0728 0.1092518 0.1214128 0.1092754
## trt.adjCZH0733 0.1091099 0.1223765 0.1215526
## trt.adjCZH0735 0.1102179 0.1091825 0.1216991
## trt.adjCZH0836 0.1100858 0.1098907 0.1090092
## trt.adjCZH088 0.1092294 0.1213818 0.1099258
## trt.adjCZH089 0.1215319 0.1102707 0.1090141
## trt.adjCZH0928 0.1215849 0.1099579 0.1102295
## trt.adjCZH0932 0.1092794 0.1213754 0.1235508
## trt.adjCZH0935 0.1098820 0.1100104 0.1101197
## trt.adjCZH0946 0.1109399 0.1099295 0.1082278
## trt.adjCZH1032 0.1215567 0.1212846 0.1094701
## trt.adjCZH1033 0.1109286 0.1101851 0.1102250
## trt.adjCZH1036 0.1223685 0.1098067 0.1091149
## trt.adjCZH1122 0.1215167 0.1092448 0.1099876
## trt.adjCZH1123 0.1083064 0.1222957 0.1092632
## trt.adjCZH1134 0.1092046 0.1092545 0.1091980
## trt.adjCZH1243 0.1232140 0.1091624 0.1101305
## trt.adjCZH1258 0.1103373 0.1093576 0.1091570
## trt.adjCZH1261 0.1092483 0.1101857 0.1093951
## trt.adjCZH1270 0.1213338 0.1102239 0.1100169
## trt.adjCZH132117 0.1092857 0.1214893 0.1110110
## trt.adjCZH132118 0.1095410 0.1110782 0.1083292
## trt.adjCZH132119 0.1099948 0.1101993 0.1092735
## trt.adjCZH132163 0.1094632 0.1101608 0.1092151
## trt.adjCZH132169 0.1214376 0.1091875 0.1092417
## trt.adjCZH142020 0.1089688 0.1093812 0.1111246
## trt.adjCZH142055 0.1093446 0.1102228 0.1093645
## trt.adjCZH142056 0.1084121 0.1092054 0.1102291
## trt.adjCZH142060 0.1118037 0.1212847 0.1110176
## trt.adjCZH15002 0.1092804 0.1099340 0.1093095
## trt.adjCZH15013 0.1090915 0.1222539 0.1101221
## trt.adjCZH15017 0.1093314 0.1216187 0.1102158
## trt.adjCZH15183 0.1091753 0.1102299 0.1101672
## trt.adjCZH15185 0.1090152 0.1223138 0.1214395
## trt.adjCZH15188 0.1101983 0.1084359 0.1214189
## trt.adjCZH15212 0.1093272 0.1090991 0.1090079
## trt.adjCZH15343 0.1090202 0.1102004 0.1213640
## trt.adjCZH15467 0.1111180 0.1091517 0.1092867
## trt.adjCZH15572 0.1092405 0.1094523 0.1091429
## trt.adjCZH15575 0.1102012 0.1083680 0.1090858
## trt.adjCZH15603 0.1100136 0.1102293 0.1103294
## trt.adjCZH16048 0.1102277 0.1092173 0.1092566
## trt.adjCZH16333 0.1100347 0.1089668 0.1101478
## trt.adjCZH16334 0.1222460 0.1092198 0.1091653
## trt.adjCZH16335 0.1102641 0.1093488 0.1093829
## trt.adjCZH16340 0.1101423 0.1102099 0.1214954
## trt.adjCZH16374 0.1102150 0.1109648 0.1092894
## trt.adjCZH16389 0.1101042 0.1095823 0.1092847
## trt.adjCZH99014 0.1217176 0.1092813 0.1091805
## trt.adjCZH99015 0.1099844 0.1110291 0.1242680
## trt.adjCZH99019 0.1091555 0.1108653 0.1214520
## trt.adjCZH02006 trt.adjCZH02008 trt.adjCZH03002
## trt.adjCZH00011 0.1098536 0.1081993 0.1215857
## trt.adjCZH00013 0.1100273 0.1105372 0.1083161
## trt.adjCZH00020 0.1083777 0.1088995 0.1252753
## trt.adjCZH01006 0.1092086 0.1101554 0.1100794
## trt.adjCZH01008 0.1084383 0.1094789 0.1085681
## trt.adjCZH02004 0.1102083 0.1233289 0.1088111
## trt.adjCZH02006 0.2813221 0.1213077 0.1090727
## trt.adjCZH02008 0.1213077 0.2832896 0.1082386
## trt.adjCZH03002 0.1090727 0.1082386 0.2835915
## trt.adjCZH03005 0.1091436 0.1100334 0.1214123
## trt.adjCZH03006 0.1083461 0.1094233 0.1091588
## trt.adjCZH04001 0.1111136 0.1091859 0.1100751
## trt.adjCZH04005 0.1091334 0.1216256 0.1094852
## trt.adjCZH04007 0.1102654 0.1090956 0.1119660
## trt.adjCZH0524 0.1216620 0.1091467 0.1092895
## trt.adjCZH0526 0.1214441 0.1215862 0.1091408
## trt.adjCZH0527 0.1213654 0.1097193 0.1215440
## trt.adjCZH0528 0.1093223 0.1102745 0.1092375
## trt.adjCZH0615 0.1091390 0.1091972 0.1225856
## trt.adjCZH0623 0.1111804 0.1093786 0.1102509
## trt.adjCZH0629 0.1216639 0.1214188 0.1082592
## trt.adjCZH0728 0.1101931 0.1100911 0.1102163
## trt.adjCZH0733 0.1094029 0.1092710 0.1091915
## trt.adjCZH0735 0.1103532 0.1102955 0.1091984
## trt.adjCZH0836 0.1216048 0.1090354 0.1091214
## trt.adjCZH088 0.1084205 0.1092115 0.1103609
## trt.adjCZH089 0.1083572 0.1100802 0.1094908
## trt.adjCZH0928 0.1099380 0.1104211 0.1101493
## trt.adjCZH0932 0.1102013 0.1233170 0.1090609
## trt.adjCZH0935 0.1104314 0.1092054 0.1091375
## trt.adjCZH0946 0.1111952 0.1098615 0.1091431
## trt.adjCZH1032 0.1100992 0.1102731 0.1091470
## trt.adjCZH1033 0.1093295 0.1094376 0.1082812
## trt.adjCZH1036 0.1092121 0.1093812 0.1233160
## trt.adjCZH1122 0.1101820 0.1102115 0.1093525
## trt.adjCZH1123 0.1100029 0.1092347 0.1091930
## trt.adjCZH1134 0.1102177 0.1082795 0.1103432
## trt.adjCZH1243 0.1092274 0.1214523 0.1101176
## trt.adjCZH1258 0.1091560 0.1093405 0.1216374
## trt.adjCZH1261 0.1212943 0.1091128 0.1099630
## trt.adjCZH1270 0.1093546 0.1090744 0.1099123
## trt.adjCZH132117 0.1091781 0.1101604 0.1104350
## trt.adjCZH132118 0.1089163 0.1090842 0.1119573
## trt.adjCZH132119 0.1101688 0.1091896 0.1100216
## trt.adjCZH132163 0.1101946 0.1108644 0.1093581
## trt.adjCZH132169 0.1213296 0.1092894 0.1093155
## trt.adjCZH142020 0.1214387 0.1101282 0.1101354
## trt.adjCZH142055 0.1093092 0.1102147 0.1091258
## trt.adjCZH142056 0.1102678 0.1101193 0.1102468
## trt.adjCZH142060 0.1094097 0.1110416 0.1092021
## trt.adjCZH15002 0.1100870 0.1100467 0.1233839
## trt.adjCZH15013 0.1100487 0.1093864 0.1099499
## trt.adjCZH15017 0.1090896 0.1094125 0.1092570
## trt.adjCZH15183 0.1212903 0.1216149 0.1089803
## trt.adjCZH15185 0.1085311 0.1092245 0.1098868
## trt.adjCZH15188 0.1214894 0.1102293 0.1092425
## trt.adjCZH15212 0.1100656 0.1082601 0.1225966
## trt.adjCZH15343 0.1094091 0.1092640 0.1215533
## trt.adjCZH15467 0.1102764 0.1101333 0.1100350
## trt.adjCZH15572 0.1092780 0.1091016 0.1215522
## trt.adjCZH15575 0.1110625 0.1084858 0.1092649
## trt.adjCZH15603 0.1092459 0.1110289 0.1098783
## trt.adjCZH16048 0.1101445 0.1101880 0.1100847
## trt.adjCZH16333 0.1214644 0.1101332 0.1101334
## trt.adjCZH16334 0.1100127 0.1214607 0.1094804
## trt.adjCZH16335 0.1090745 0.1213643 0.1112005
## trt.adjCZH16340 0.1099568 0.1111919 0.1091408
## trt.adjCZH16374 0.1108815 0.1101224 0.1091964
## trt.adjCZH16389 0.1110093 0.1090863 0.1084506
## trt.adjCZH99014 0.1094212 0.1092280 0.1089974
## trt.adjCZH99015 0.1101025 0.1234033 0.1082359
## trt.adjCZH99019 0.1102465 0.1100887 0.1092013
## trt.adjCZH03005 trt.adjCZH03006 trt.adjCZH04001
## trt.adjCZH00011 0.1101693 0.1232243 0.1213651
## trt.adjCZH00013 0.1102003 0.1215553 0.1091928
## trt.adjCZH00020 0.1102050 0.1093163 0.1093890
## trt.adjCZH01006 0.1213812 0.1110180 0.1083922
## trt.adjCZH01008 0.1093633 0.1215777 0.1102387
## trt.adjCZH02004 0.1099905 0.1100770 0.1092616
## trt.adjCZH02006 0.1091436 0.1083461 0.1111136
## trt.adjCZH02008 0.1100334 0.1094233 0.1091859
## trt.adjCZH03002 0.1214123 0.1091588 0.1100751
## trt.adjCZH03005 0.2813039 0.1093838 0.1100076
## trt.adjCZH03006 0.1093838 0.2832969 0.1092403
## trt.adjCZH04001 0.1100076 0.1092403 0.2813130
## trt.adjCZH04005 0.1111041 0.1094644 0.1091001
## trt.adjCZH04007 0.1091617 0.1083246 0.1215467
## trt.adjCZH0524 0.1083057 0.1082015 0.1104670
## trt.adjCZH0526 0.1090941 0.1091466 0.1102062
## trt.adjCZH0527 0.1092621 0.1090823 0.1111322
## trt.adjCZH0528 0.1108936 0.1104152 0.1091859
## trt.adjCZH0615 0.1214878 0.1093739 0.1100479
## trt.adjCZH0623 0.1089450 0.1088528 0.1214569
## trt.adjCZH0629 0.1091942 0.1091504 0.1214367
## trt.adjCZH0728 0.1092783 0.1092049 0.1111781
## trt.adjCZH0733 0.1108606 0.1091449 0.1110415
## trt.adjCZH0735 0.1099049 0.1098546 0.1100761
## trt.adjCZH0836 0.1101121 0.1102391 0.1215626
## trt.adjCZH088 0.1094248 0.1101726 0.1108772
## trt.adjCZH089 0.1101850 0.1233277 0.1099246
## trt.adjCZH0928 0.1103394 0.1102064 0.1089985
## trt.adjCZH0932 0.1083688 0.1214127 0.1092033
## trt.adjCZH0935 0.1091037 0.1091278 0.1103070
## trt.adjCZH0946 0.1092944 0.1100140 0.1110439
## trt.adjCZH1032 0.1091708 0.1215146 0.1092670
## trt.adjCZH1033 0.1101225 0.1215281 0.1092230
## trt.adjCZH1036 0.1108619 0.1100383 0.1091430
## trt.adjCZH1122 0.1092827 0.1101536 0.1083623
## trt.adjCZH1123 0.1103927 0.1111064 0.1214163
## trt.adjCZH1134 0.1084326 0.1090644 0.1102371
## trt.adjCZH1243 0.1215198 0.1101066 0.1090431
## trt.adjCZH1258 0.1215279 0.1093756 0.1091827
## trt.adjCZH1261 0.1100776 0.1091734 0.1103519
## trt.adjCZH1270 0.1214093 0.1091853 0.1095396
## trt.adjCZH132117 0.1102825 0.1109691 0.1100693
## trt.adjCZH132118 0.1102542 0.1233464 0.1093128
## trt.adjCZH132119 0.1092184 0.1091111 0.1102986
## trt.adjCZH132163 0.1093333 0.1092553 0.1214682
## trt.adjCZH132169 0.1092766 0.1099952 0.1100804
## trt.adjCZH142020 0.1092577 0.1090738 0.1213858
## trt.adjCZH142055 0.1111454 0.1216008 0.1092143
## trt.adjCZH142056 0.1092609 0.1098792 0.1093820
## trt.adjCZH142060 0.1092014 0.1214098 0.1091582
## trt.adjCZH15002 0.1092463 0.1090472 0.1101640
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## trt.adjCZH15017 0.1102314 0.1112067 0.1093291
## trt.adjCZH15183 0.1214017 0.1094497 0.1108978
## trt.adjCZH15185 0.1101609 0.1093687 0.1102355
## trt.adjCZH15188 0.1092725 0.1092732 0.1093605
## trt.adjCZH15212 0.1092582 0.1092104 0.1100332
## trt.adjCZH15343 0.1212218 0.1082935 0.1213250
## trt.adjCZH15467 0.1101486 0.1092549 0.1212373
## trt.adjCZH15572 0.1108810 0.1100633 0.1094289
## trt.adjCZH15575 0.1100004 0.1093128 0.1103234
## trt.adjCZH15603 0.1215441 0.1104202 0.1092200
## trt.adjCZH16048 0.1103792 0.1093473 0.1091040
## trt.adjCZH16333 0.1092425 0.1091966 0.1108808
## trt.adjCZH16334 0.1102400 0.1095265 0.1092644
## trt.adjCZH16335 0.1111750 0.1102958 0.1084222
## trt.adjCZH16340 0.1213291 0.1102400 0.1101397
## trt.adjCZH16374 0.1092090 0.1108607 0.1093176
## trt.adjCZH16389 0.1094212 0.1090076 0.1214686
## trt.adjCZH99014 0.1214303 0.1215219 0.1093484
## trt.adjCZH99015 0.1094605 0.1111355 0.1090209
## trt.adjCZH99019 0.1091735 0.1091669 0.1094345
## trt.adjCZH04005 trt.adjCZH04007 trt.adjCZH0524
## trt.adjCZH00011 0.1094428 0.1110657 0.1089710
## trt.adjCZH00013 0.1102534 0.1090474 0.1099701
## trt.adjCZH00020 0.1101606 0.1217137 0.1092646
## trt.adjCZH01006 0.1118962 0.1090729 0.1082683
## trt.adjCZH01008 0.1092473 0.1099872 0.1083519
## trt.adjCZH02004 0.1100240 0.1091331 0.1102832
## trt.adjCZH02006 0.1091334 0.1102654 0.1216620
## trt.adjCZH02008 0.1216256 0.1090956 0.1091467
## trt.adjCZH03002 0.1094852 0.1119660 0.1092895
## trt.adjCZH03005 0.1111041 0.1091617 0.1083057
## trt.adjCZH03006 0.1094644 0.1083246 0.1082015
## trt.adjCZH04001 0.1091001 0.1215467 0.1104670
## trt.adjCZH04005 0.2834759 0.1098968 0.1079173
## trt.adjCZH04007 0.1098968 0.2815742 0.1119571
## trt.adjCZH0524 0.1079173 0.1119571 0.2836645
## trt.adjCZH0526 0.1100563 0.1094525 0.1101279
## trt.adjCZH0527 0.1091712 0.1232357 0.1216520
## trt.adjCZH0528 0.1103398 0.1091901 0.1091212
## trt.adjCZH0615 0.1102648 0.1102214 0.1093062
## trt.adjCZH0623 0.1080339 0.1216109 0.1253093
## trt.adjCZH0629 0.1099120 0.1100342 0.1103800
## trt.adjCZH0728 0.1099038 0.1216543 0.1094384
## trt.adjCZH0733 0.1082988 0.1101580 0.1102036
## trt.adjCZH0735 0.1097863 0.1093631 0.1234170
## trt.adjCZH0836 0.1082178 0.1102549 0.1102841
## trt.adjCZH088 0.1214583 0.1214133 0.1089909
## trt.adjCZH089 0.1225444 0.1099867 0.1078864
## trt.adjCZH0928 0.1234195 0.1091588 0.1088954
## trt.adjCZH0932 0.1091489 0.1090962 0.1103029
## trt.adjCZH0935 0.1080968 0.1102986 0.1237402
## trt.adjCZH0946 0.1089581 0.1214482 0.1112471
## trt.adjCZH1032 0.1093767 0.1091027 0.1094735
## trt.adjCZH1033 0.1086557 0.1089658 0.1091879
## trt.adjCZH1036 0.1101995 0.1094213 0.1093191
## trt.adjCZH1122 0.1113274 0.1100010 0.1091067
## trt.adjCZH1123 0.1102802 0.1099300 0.1081363
## trt.adjCZH1134 0.1089140 0.1215289 0.1216308
## trt.adjCZH1243 0.1216053 0.1090392 0.1091455
## trt.adjCZH1258 0.1233710 0.1093249 0.1089273
## trt.adjCZH1261 0.1091119 0.1102352 0.1215822
## trt.adjCZH1270 0.1090780 0.1086594 0.1103020
## trt.adjCZH132117 0.1102825 0.1108572 0.1090701
## trt.adjCZH132118 0.1111189 0.1094075 0.1088665
## trt.adjCZH132119 0.1089533 0.1102359 0.1103994
## trt.adjCZH132163 0.1213243 0.1109316 0.1086040
## trt.adjCZH132169 0.1092503 0.1092902 0.1101859
## trt.adjCZH142020 0.1092278 0.1222358 0.1225183
## trt.adjCZH142055 0.1103524 0.1082509 0.1089117
## trt.adjCZH142056 0.1088130 0.1102280 0.1225249
## trt.adjCZH142060 0.1093447 0.1084222 0.1101122
## trt.adjCZH15002 0.1090503 0.1111342 0.1104004
## trt.adjCZH15013 0.1094218 0.1101143 0.1082596
## trt.adjCZH15017 0.1102444 0.1091910 0.1090259
## trt.adjCZH15183 0.1112587 0.1083240 0.1087790
## trt.adjCZH15185 0.1090117 0.1101483 0.1102863
## trt.adjCZH15188 0.1103184 0.1093775 0.1102204
## trt.adjCZH15212 0.1103766 0.1223726 0.1099875
## trt.adjCZH15343 0.1092394 0.1214651 0.1112138
## trt.adjCZH15467 0.1099106 0.1093573 0.1103255
## trt.adjCZH15572 0.1091507 0.1103785 0.1109426
## trt.adjCZH15575 0.1080746 0.1103182 0.1217652
## trt.adjCZH15603 0.1102660 0.1083831 0.1090064
## trt.adjCZH16048 0.1237898 0.1091093 0.1079384
## trt.adjCZH16333 0.1082944 0.1094970 0.1119923
## trt.adjCZH16334 0.1223797 0.1212773 0.1091084
## trt.adjCZH16335 0.1215989 0.1100077 0.1090635
## trt.adjCZH16340 0.1217047 0.1091802 0.1089680
## trt.adjCZH16374 0.1094278 0.1093016 0.1109547
## trt.adjCZH16389 0.1089062 0.1100617 0.1103488
## trt.adjCZH99014 0.1092013 0.1090768 0.1092758
## trt.adjCZH99015 0.1103556 0.1090230 0.1091817
## trt.adjCZH99019 0.1082879 0.1102122 0.1217434
## trt.adjCZH0526 trt.adjCZH0527 trt.adjCZH0528
## trt.adjCZH00011 0.1084401 0.1215423 0.1094087
## trt.adjCZH00013 0.1083664 0.1090102 0.1102881
## trt.adjCZH00020 0.1092031 0.1112480 0.1094408
## trt.adjCZH01006 0.1093954 0.1091800 0.1215503
## trt.adjCZH01008 0.1101851 0.1091746 0.1092763
## trt.adjCZH02004 0.1101981 0.1083785 0.1094407
## trt.adjCZH02006 0.1214441 0.1213654 0.1093223
## trt.adjCZH02008 0.1215862 0.1097193 0.1102745
## trt.adjCZH03002 0.1091408 0.1215440 0.1092375
## trt.adjCZH03005 0.1090941 0.1092621 0.1108936
## trt.adjCZH03006 0.1091466 0.1090823 0.1104152
## trt.adjCZH04001 0.1102062 0.1111322 0.1091859
## trt.adjCZH04005 0.1100563 0.1091712 0.1103398
## trt.adjCZH04007 0.1094525 0.1232357 0.1091901
## trt.adjCZH0524 0.1101279 0.1216520 0.1091212
## trt.adjCZH0526 0.2815330 0.1100733 0.1093192
## trt.adjCZH0527 0.1100733 0.2815519 0.1091034
## trt.adjCZH0528 0.1093192 0.1091034 0.2812961
## trt.adjCZH0615 0.1084358 0.1095288 0.1214228
## trt.adjCZH0623 0.1095008 0.1112455 0.1090713
## trt.adjCZH0629 0.1232053 0.1101335 0.1092707
## trt.adjCZH0728 0.1214748 0.1214608 0.1091501
## trt.adjCZH0733 0.1101555 0.1101639 0.1083834
## trt.adjCZH0735 0.1095525 0.1092503 0.1093253
## trt.adjCZH0836 0.1093014 0.1109562 0.1102610
## trt.adjCZH088 0.1094351 0.1102121 0.1100160
## trt.adjCZH089 0.1099427 0.1100038 0.1215128
## trt.adjCZH0928 0.1085256 0.1091128 0.1101910
## trt.adjCZH0932 0.1110133 0.1083791 0.1102050
## trt.adjCZH0935 0.1110528 0.1110346 0.1083437
## trt.adjCZH0946 0.1109981 0.1216001 0.1101004
## trt.adjCZH1032 0.1111611 0.1091591 0.1095139
## trt.adjCZH1033 0.1091622 0.1084312 0.1214848
## trt.adjCZH1036 0.1102061 0.1092472 0.1101170
## trt.adjCZH1122 0.1214194 0.1101017 0.1213227
## trt.adjCZH1123 0.1093523 0.1093159 0.1091814
## trt.adjCZH1134 0.1100995 0.1110612 0.1101418
## trt.adjCZH1243 0.1101078 0.1090834 0.1111146
## trt.adjCZH1258 0.1090795 0.1099847 0.1101437
## trt.adjCZH1261 0.1100876 0.1214576 0.1091693
## trt.adjCZH1270 0.1094267 0.1101426 0.1092533
## trt.adjCZH132117 0.1090479 0.1101623 0.1100912
## trt.adjCZH132118 0.1090096 0.1102845 0.1110032
## trt.adjCZH132119 0.1214558 0.1101841 0.1092349
## trt.adjCZH132163 0.1222917 0.1094257 0.1100038
## trt.adjCZH132169 0.1102127 0.1093342 0.1108890
## trt.adjCZH142020 0.1091898 0.1222300 0.1091909
## trt.adjCZH142055 0.1091190 0.1090170 0.1102320
## trt.adjCZH142056 0.1100756 0.1101658 0.1108567
## trt.adjCZH142060 0.1215665 0.1083667 0.1102038
## trt.adjCZH15002 0.1214319 0.1102978 0.1092639
## trt.adjCZH15013 0.1099516 0.1100705 0.1092798
## trt.adjCZH15017 0.1092552 0.1092054 0.1212334
## trt.adjCZH15183 0.1213346 0.1091082 0.1093124
## trt.adjCZH15185 0.1101086 0.1094621 0.1090393
## trt.adjCZH15188 0.1101364 0.1100148 0.1101956
## trt.adjCZH15212 0.1093244 0.1223677 0.1093196
## trt.adjCZH15343 0.1092301 0.1110373 0.1091842
## trt.adjCZH15467 0.1110237 0.1085295 0.1213080
## trt.adjCZH15572 0.1092710 0.1213966 0.1092668
## trt.adjCZH15575 0.1093432 0.1101995 0.1215283
## trt.adjCZH15603 0.1091780 0.1090634 0.1214205
## trt.adjCZH16048 0.1099796 0.1092250 0.1093769
## trt.adjCZH16333 0.1101589 0.1094226 0.1213634
## trt.adjCZH16334 0.1108771 0.1212834 0.1213903
## trt.adjCZH16335 0.1092310 0.1100912 0.1111078
## trt.adjCZH16340 0.1100556 0.1084412 0.1102070
## trt.adjCZH16374 0.1222226 0.1101400 0.1100608
## trt.adjCZH16389 0.1110761 0.1095315 0.1098762
## trt.adjCZH99014 0.1083800 0.1092955 0.1112008
## trt.adjCZH99015 0.1092270 0.1089178 0.1213892
## trt.adjCZH99019 0.1213914 0.1095248 0.1099988
## trt.adjCZH0615 trt.adjCZH0623 trt.adjCZH0629
## trt.adjCZH00011 0.1103340 0.1090579 0.1091079
## trt.adjCZH00013 0.1092794 0.1100422 0.1084179
## trt.adjCZH00020 0.1225818 0.1101695 0.1082084
## trt.adjCZH01006 0.1102183 0.1082042 0.1094521
## trt.adjCZH01008 0.1091789 0.1091777 0.1094551
## trt.adjCZH02004 0.1091290 0.1111453 0.1093580
## trt.adjCZH02006 0.1091390 0.1111804 0.1216639
## trt.adjCZH02008 0.1091972 0.1093786 0.1214188
## trt.adjCZH03002 0.1225856 0.1102509 0.1082592
## trt.adjCZH03005 0.1214878 0.1089450 0.1091942
## trt.adjCZH03006 0.1093739 0.1088528 0.1091504
## trt.adjCZH04001 0.1100479 0.1214569 0.1214367
## trt.adjCZH04005 0.1102648 0.1080339 0.1099120
## trt.adjCZH04007 0.1102214 0.1216109 0.1100342
## trt.adjCZH0524 0.1093062 0.1253093 0.1103800
## trt.adjCZH0526 0.1084358 0.1095008 0.1232053
## trt.adjCZH0527 0.1095288 0.1112455 0.1101335
## trt.adjCZH0528 0.1214228 0.1090713 0.1092707
## trt.adjCZH0615 0.2815484 0.1100591 0.1089637
## trt.adjCZH0623 0.1100591 0.2836422 0.1103057
## trt.adjCZH0629 0.1089637 0.1103057 0.2815710
## trt.adjCZH0728 0.1092930 0.1101199 0.1111179
## trt.adjCZH0733 0.1098814 0.1094344 0.1095616
## trt.adjCZH0735 0.1091986 0.1235835 0.1103371
## trt.adjCZH0836 0.1100551 0.1100648 0.1110068
## trt.adjCZH088 0.1094662 0.1091046 0.1092004
## trt.adjCZH089 0.1102356 0.1079378 0.1092228
## trt.adjCZH0928 0.1102678 0.1090129 0.1091353
## trt.adjCZH0932 0.1092724 0.1216046 0.1102067
## trt.adjCZH0935 0.1082958 0.1235160 0.1216192
## trt.adjCZH0946 0.1093183 0.1103233 0.1216353
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## trt.adjCZH1033 0.1093716 0.1084349 0.1092720
## trt.adjCZH1036 0.1112453 0.1103458 0.1100785
## trt.adjCZH1122 0.1092696 0.1082636 0.1101241
## trt.adjCZH1123 0.1085545 0.1088043 0.1100237
## trt.adjCZH1134 0.1101015 0.1111948 0.1094184
## trt.adjCZH1243 0.1108916 0.1092100 0.1102431
## trt.adjCZH1258 0.1223037 0.1088375 0.1090846
## trt.adjCZH1261 0.1101073 0.1101854 0.1109596
## trt.adjCZH1270 0.1092582 0.1092695 0.1103062
## trt.adjCZH132117 0.1213994 0.1092865 0.1083876
## trt.adjCZH132118 0.1223224 0.1081957 0.1089776
## trt.adjCZH132119 0.1084315 0.1102730 0.1118269
## trt.adjCZH132163 0.1092315 0.1099731 0.1222887
## trt.adjCZH132169 0.1092887 0.1094821 0.1109668
## trt.adjCZH142020 0.1101347 0.1225154 0.1100369
## trt.adjCZH142055 0.1092767 0.1088158 0.1090663
## trt.adjCZH142056 0.1109625 0.1225385 0.1087234
## trt.adjCZH142060 0.1092677 0.1102344 0.1118049
## trt.adjCZH15002 0.1111347 0.1217145 0.1102496
## trt.adjCZH15013 0.1100528 0.1090353 0.1100614
## trt.adjCZH15017 0.1108608 0.1082874 0.1092411
## trt.adjCZH15183 0.1090335 0.1082376 0.1213203
## trt.adjCZH15185 0.1091458 0.1102146 0.1094331
## trt.adjCZH15188 0.1090999 0.1100808 0.1093362
## trt.adjCZH15212 0.1101437 0.1093049 0.1082821
## trt.adjCZH15343 0.1214183 0.1215943 0.1092315
## trt.adjCZH15467 0.1212445 0.1111004 0.1215125
## trt.adjCZH15572 0.1101128 0.1102404 0.1091626
## trt.adjCZH15575 0.1214005 0.1112955 0.1102036
## trt.adjCZH15603 0.1109083 0.1089840 0.1090756
## trt.adjCZH16048 0.1092265 0.1078277 0.1090831
## trt.adjCZH16333 0.1213031 0.1217410 0.1102301
## trt.adjCZH16334 0.1101730 0.1090207 0.1101793
## trt.adjCZH16335 0.1216076 0.1091073 0.1090092
## trt.adjCZH16340 0.1093173 0.1091784 0.1099454
## trt.adjCZH16374 0.1099418 0.1094195 0.1222370
## trt.adjCZH16389 0.1091416 0.1094538 0.1216457
## trt.adjCZH99014 0.1101317 0.1083998 0.1094185
## trt.adjCZH99015 0.1100643 0.1100109 0.1091441
## trt.adjCZH99019 0.1099780 0.1113079 0.1103074
## trt.adjCZH0728 trt.adjCZH0733 trt.adjCZH0735
## trt.adjCZH00011 0.1102087 0.1092509 0.1081515
## trt.adjCZH00013 0.1090092 0.1099421 0.1214073
## trt.adjCZH00020 0.1110010 0.1091248 0.1091453
## trt.adjCZH01006 0.1092518 0.1091099 0.1102179
## trt.adjCZH01008 0.1214128 0.1223765 0.1091825
## trt.adjCZH02004 0.1092754 0.1215526 0.1216991
## trt.adjCZH02006 0.1101931 0.1094029 0.1103532
## trt.adjCZH02008 0.1100911 0.1092710 0.1102955
## trt.adjCZH03002 0.1102163 0.1091915 0.1091984
## trt.adjCZH03005 0.1092783 0.1108606 0.1099049
## trt.adjCZH03006 0.1092049 0.1091449 0.1098546
## trt.adjCZH04001 0.1111781 0.1110415 0.1100761
## trt.adjCZH04005 0.1099038 0.1082988 0.1097863
## trt.adjCZH04007 0.1216543 0.1101580 0.1093631
## trt.adjCZH0524 0.1094384 0.1102036 0.1234170
## trt.adjCZH0526 0.1214748 0.1101555 0.1095525
## trt.adjCZH0527 0.1214608 0.1101639 0.1092503
## trt.adjCZH0528 0.1091501 0.1083834 0.1093253
## trt.adjCZH0615 0.1092930 0.1098814 0.1091986
## trt.adjCZH0623 0.1101199 0.1094344 0.1235835
## trt.adjCZH0629 0.1111179 0.1095616 0.1103371
## trt.adjCZH0728 0.2813194 0.1215814 0.1084460
## trt.adjCZH0733 0.1215814 0.2835952 0.1092184
## trt.adjCZH0735 0.1084460 0.1092184 0.2833157
## trt.adjCZH0836 0.1101267 0.1091255 0.1092864
## trt.adjCZH088 0.1110875 0.1102391 0.1090335
## trt.adjCZH089 0.1100504 0.1083069 0.1090452
## trt.adjCZH0928 0.1090531 0.1090618 0.1101138
## trt.adjCZH0932 0.1099618 0.1100156 0.1113579
## trt.adjCZH0935 0.1102352 0.1104483 0.1233341
## trt.adjCZH0946 0.1214311 0.1092386 0.1094402
## trt.adjCZH1032 0.1101222 0.1092788 0.1111429
## trt.adjCZH1033 0.1091679 0.1095281 0.1092153
## trt.adjCZH1036 0.1093914 0.1082580 0.1215781
## trt.adjCZH1122 0.1098742 0.1088514 0.1101178
## trt.adjCZH1123 0.1101167 0.1108128 0.1081412
## trt.adjCZH1134 0.1102861 0.1102171 0.1094855
## trt.adjCZH1243 0.1092683 0.1092200 0.1214261
## trt.adjCZH1258 0.1084766 0.1101060 0.1083528
## trt.adjCZH1261 0.1103124 0.1235782 0.1092314
## trt.adjCZH1270 0.1103437 0.1242715 0.1100706
## trt.adjCZH132117 0.1212301 0.1214795 0.1091222
## trt.adjCZH132118 0.1093560 0.1100661 0.1081115
## trt.adjCZH132119 0.1214796 0.1120404 0.1094321
## trt.adjCZH132163 0.1215988 0.1102751 0.1099659
## trt.adjCZH132169 0.1093434 0.1092758 0.1102516
## trt.adjCZH142020 0.1108797 0.1110806 0.1110799
## trt.adjCZH142055 0.1083702 0.1083774 0.1090330
## trt.adjCZH142056 0.1093399 0.1091748 0.1105236
## trt.adjCZH142060 0.1100232 0.1099402 0.1216421
## trt.adjCZH15002 0.1213986 0.1092104 0.1103737
## trt.adjCZH15013 0.1213568 0.1215447 0.1089253
## trt.adjCZH15017 0.1093960 0.1112023 0.1082652
## trt.adjCZH15183 0.1099354 0.1091996 0.1091000
## trt.adjCZH15185 0.1110333 0.1234577 0.1100205
## trt.adjCZH15188 0.1083825 0.1088554 0.1214862
## trt.adjCZH15212 0.1101329 0.1083879 0.1091257
## trt.adjCZH15343 0.1102782 0.1217440 0.1102521
## trt.adjCZH15467 0.1094259 0.1092721 0.1214828
## trt.adjCZH15572 0.1102054 0.1102772 0.1092562
## trt.adjCZH15575 0.1093458 0.1090379 0.1102673
## trt.adjCZH15603 0.1091902 0.1093401 0.1091168
## trt.adjCZH16048 0.1081884 0.1080179 0.1090067
## trt.adjCZH16333 0.1092379 0.1083257 0.1111465
## trt.adjCZH16334 0.1212313 0.1089694 0.1092232
## trt.adjCZH16335 0.1099913 0.1090799 0.1091259
## trt.adjCZH16340 0.1099327 0.1099399 0.1211912
## trt.adjCZH16374 0.1102073 0.1103238 0.1101203
## trt.adjCZH16389 0.1111253 0.1235016 0.1093057
## trt.adjCZH99014 0.1092031 0.1092369 0.1100081
## trt.adjCZH99015 0.1091722 0.1101951 0.1102234
## trt.adjCZH99019 0.1102149 0.1215235 0.1110752
## trt.adjCZH0836 trt.adjCZH088 trt.adjCZH089 trt.adjCZH0928
## trt.adjCZH00011 0.1214391 0.1112787 0.1233201 0.1084461
## trt.adjCZH00013 0.1101237 0.1092778 0.1101052 0.1216688
## trt.adjCZH00020 0.1083745 0.1214646 0.1102448 0.1101452
## trt.adjCZH01006 0.1100858 0.1092294 0.1215319 0.1215849
## trt.adjCZH01008 0.1098907 0.1213818 0.1102707 0.1099579
## trt.adjCZH02004 0.1090092 0.1099258 0.1090141 0.1102295
## trt.adjCZH02006 0.1216048 0.1084205 0.1083572 0.1099380
## trt.adjCZH02008 0.1090354 0.1092115 0.1100802 0.1104211
## trt.adjCZH03002 0.1091214 0.1103609 0.1094908 0.1101493
## trt.adjCZH03005 0.1101121 0.1094248 0.1101850 0.1103394
## trt.adjCZH03006 0.1102391 0.1101726 0.1233277 0.1102064
## trt.adjCZH04001 0.1215626 0.1108772 0.1099246 0.1089985
## trt.adjCZH04005 0.1082178 0.1214583 0.1225444 0.1234195
## trt.adjCZH04007 0.1102549 0.1214133 0.1099867 0.1091588
## trt.adjCZH0524 0.1102841 0.1089909 0.1078864 0.1088954
## trt.adjCZH0526 0.1093014 0.1094351 0.1099427 0.1085256
## trt.adjCZH0527 0.1109562 0.1102121 0.1100038 0.1091128
## trt.adjCZH0528 0.1102610 0.1100160 0.1215128 0.1101910
## trt.adjCZH0615 0.1100551 0.1094662 0.1102356 0.1102678
## trt.adjCZH0623 0.1100648 0.1091046 0.1079378 0.1090129
## trt.adjCZH0629 0.1110068 0.1092004 0.1092228 0.1091353
## trt.adjCZH0728 0.1101267 0.1110875 0.1100504 0.1090531
## trt.adjCZH0733 0.1091255 0.1102391 0.1083069 0.1090618
## trt.adjCZH0735 0.1092864 0.1090335 0.1090452 0.1101138
## trt.adjCZH0836 0.2834206 0.1092013 0.1093188 0.1090550
## trt.adjCZH088 0.1092013 0.2813176 0.1216258 0.1094110
## trt.adjCZH089 0.1093188 0.1216258 0.2834324 0.1102334
## trt.adjCZH0928 0.1090550 0.1094110 0.1102334 0.2833035
## trt.adjCZH0932 0.1091793 0.1090807 0.1091748 0.1101372
## trt.adjCZH0935 0.1094192 0.1091000 0.1081288 0.1089050
## trt.adjCZH0946 0.1234265 0.1091657 0.1092994 0.1090285
## trt.adjCZH1032 0.1101242 0.1090931 0.1100989 0.1213462
## trt.adjCZH1033 0.1102323 0.1100545 0.1101887 0.1108152
## trt.adjCZH1036 0.1090806 0.1092528 0.1093967 0.1215401
## trt.adjCZH1122 0.1093570 0.1103172 0.1217006 0.1103858
## trt.adjCZH1123 0.1215038 0.1216319 0.1102799 0.1093624
## trt.adjCZH1134 0.1102710 0.1212126 0.1091471 0.1089955
## trt.adjCZH1243 0.1092220 0.1091521 0.1110433 0.1110977
## trt.adjCZH1258 0.1082922 0.1103055 0.1104915 0.1234241
## trt.adjCZH1261 0.1092052 0.1093002 0.1091193 0.1100188
## trt.adjCZH1270 0.1092776 0.1092316 0.1090541 0.1091237
## trt.adjCZH132117 0.1091195 0.1102836 0.1095914 0.1213919
## trt.adjCZH132118 0.1090853 0.1110704 0.1234519 0.1102933
## trt.adjCZH132119 0.1092991 0.1108449 0.1090852 0.1089216
## trt.adjCZH132163 0.1093687 0.1214176 0.1213476 0.1092072
## trt.adjCZH132169 0.1214543 0.1091832 0.1092010 0.1213202
## trt.adjCZH142020 0.1100771 0.1092781 0.1083134 0.1212129
## trt.adjCZH142055 0.1103982 0.1095985 0.1095894 0.1102449
## trt.adjCZH142056 0.1102247 0.1092414 0.1082847 0.1082812
## trt.adjCZH142060 0.1085814 0.1091965 0.1102755 0.1101461
## trt.adjCZH15002 0.1091448 0.1101191 0.1090168 0.1091750
## trt.adjCZH15013 0.1214271 0.1111258 0.1102241 0.1091722
## trt.adjCZH15017 0.1091016 0.1213398 0.1110404 0.1102667
## trt.adjCZH15183 0.1110040 0.1102022 0.1094124 0.1095694
## trt.adjCZH15185 0.1090944 0.1213544 0.1090814 0.1083749
## trt.adjCZH15188 0.1214835 0.1100341 0.1100885 0.1111000
## trt.adjCZH15212 0.1101235 0.1216514 0.1111025 0.1094872
## trt.adjCZH15343 0.1092402 0.1101891 0.1083767 0.1099965
## trt.adjCZH15467 0.1109996 0.1091713 0.1100256 0.1093092
## trt.adjCZH15572 0.1093016 0.1102849 0.1093817 0.1083090
## trt.adjCZH15575 0.1241873 0.1089453 0.1090117 0.1082494
## trt.adjCZH15603 0.1094039 0.1102116 0.1101895 0.1094434
## trt.adjCZH16048 0.1100604 0.1111881 0.1105068 0.1235013
## trt.adjCZH16333 0.1223636 0.1083812 0.1089999 0.1092352
## trt.adjCZH16334 0.1093930 0.1108806 0.1223772 0.1103263
## trt.adjCZH16335 0.1083719 0.1102249 0.1111176 0.1103050
## trt.adjCZH16340 0.1099595 0.1213291 0.1214603 0.1103212
## trt.adjCZH16374 0.1092482 0.1093246 0.1101879 0.1100721
## trt.adjCZH16389 0.1100957 0.1100460 0.1090282 0.1090728
## trt.adjCZH99014 0.1233785 0.1083540 0.1101569 0.1100580
## trt.adjCZH99015 0.1084197 0.1092630 0.1093445 0.1216479
## trt.adjCZH99019 0.1093499 0.1099848 0.1089422 0.1083344
## trt.adjCZH0932 trt.adjCZH0935 trt.adjCZH0946
## trt.adjCZH00011 0.1089613 0.1089677 0.1101745
## trt.adjCZH00013 0.1112673 0.1091752 0.1090758
## trt.adjCZH00020 0.1092850 0.1083504 0.1090870
## trt.adjCZH01006 0.1092794 0.1098820 0.1109399
## trt.adjCZH01008 0.1213754 0.1100104 0.1099295
## trt.adjCZH02004 0.1235508 0.1101197 0.1082278
## trt.adjCZH02006 0.1102013 0.1104314 0.1111952
## trt.adjCZH02008 0.1233170 0.1092054 0.1098615
## trt.adjCZH03002 0.1090609 0.1091375 0.1091431
## trt.adjCZH03005 0.1083688 0.1091037 0.1092944
## trt.adjCZH03006 0.1214127 0.1091278 0.1100140
## trt.adjCZH04001 0.1092033 0.1103070 0.1110439
## trt.adjCZH04005 0.1091489 0.1080968 0.1089581
## trt.adjCZH04007 0.1090962 0.1102986 0.1214482
## trt.adjCZH0524 0.1103029 0.1237402 0.1112471
## trt.adjCZH0526 0.1110133 0.1110528 0.1109981
## trt.adjCZH0527 0.1083791 0.1110346 0.1216001
## trt.adjCZH0528 0.1102050 0.1083437 0.1101004
## trt.adjCZH0615 0.1092724 0.1082958 0.1093183
## trt.adjCZH0623 0.1216046 0.1235160 0.1103233
## trt.adjCZH0629 0.1102067 0.1216192 0.1216353
## trt.adjCZH0728 0.1099618 0.1102352 0.1214311
## trt.adjCZH0733 0.1100156 0.1104483 0.1092386
## trt.adjCZH0735 0.1113579 0.1233341 0.1094402
## trt.adjCZH0836 0.1091793 0.1094192 0.1234265
## trt.adjCZH088 0.1090807 0.1091000 0.1091657
## trt.adjCZH089 0.1091748 0.1081288 0.1092994
## trt.adjCZH0928 0.1101372 0.1089050 0.1090285
## trt.adjCZH0932 0.2833287 0.1102370 0.1092118
## trt.adjCZH0935 0.1102370 0.2833733 0.1216098
## trt.adjCZH0946 0.1092118 0.1216098 0.2833025
## trt.adjCZH1032 0.1215157 0.1215054 0.1214522
## trt.adjCZH1033 0.1102587 0.1092516 0.1093290
## trt.adjCZH1036 0.1110053 0.1102017 0.1093522
## trt.adjCZH1122 0.1092516 0.1091718 0.1101091
## trt.adjCZH1123 0.1090359 0.1089423 0.1092670
## trt.adjCZH1134 0.1092732 0.1104383 0.1103017
## trt.adjCZH1243 0.1101700 0.1101612 0.1102330
## trt.adjCZH1258 0.1082655 0.1089261 0.1089187
## trt.adjCZH1261 0.1083550 0.1112818 0.1101135
## trt.adjCZH1270 0.1083060 0.1217238 0.1102276
## trt.adjCZH132117 0.1103013 0.1082825 0.1090975
## trt.adjCZH132118 0.1092172 0.1088443 0.1091322
## trt.adjCZH132119 0.1093313 0.1216776 0.1102382
## trt.adjCZH132163 0.1092772 0.1101560 0.1101063
## trt.adjCZH132169 0.1100930 0.1101897 0.1103617
## trt.adjCZH142020 0.1102311 0.1104238 0.1101858
## trt.adjCZH142055 0.1099441 0.1089670 0.1090680
## trt.adjCZH142056 0.1215065 0.1111633 0.1095415
## trt.adjCZH142060 0.1217434 0.1111874 0.1102568
## trt.adjCZH15002 0.1214865 0.1103212 0.1093637
## trt.adjCZH15013 0.1091923 0.1084233 0.1100009
## trt.adjCZH15017 0.1100654 0.1097874 0.1090640
## trt.adjCZH15183 0.1093052 0.1089598 0.1091252
## trt.adjCZH15185 0.1101644 0.1215166 0.1092635
## trt.adjCZH15188 0.1100903 0.1092029 0.1092911
## trt.adjCZH15212 0.1081242 0.1090497 0.1098894
## trt.adjCZH15343 0.1100808 0.1102941 0.1092749
## trt.adjCZH15467 0.1102276 0.1103780 0.1103829
## trt.adjCZH15572 0.1091293 0.1212949 0.1099741
## trt.adjCZH15575 0.1100460 0.1104082 0.1234175
## trt.adjCZH15603 0.1101490 0.1089642 0.1083288
## trt.adjCZH16048 0.1081184 0.1078893 0.1081445
## trt.adjCZH16333 0.1214619 0.1095919 0.1104443
## trt.adjCZH16334 0.1093135 0.1091774 0.1214105
## trt.adjCZH16335 0.1101295 0.1089172 0.1091121
## trt.adjCZH16340 0.1094738 0.1090363 0.1082797
## trt.adjCZH16374 0.1100960 0.1216131 0.1214398
## trt.adjCZH16389 0.1084188 0.1112369 0.1095760
## trt.adjCZH99014 0.1092233 0.1100686 0.1232205
## trt.adjCZH99015 0.1234961 0.1083299 0.1082313
## trt.adjCZH99019 0.1111195 0.1113692 0.1102852
## trt.adjCZH1032 trt.adjCZH1033 trt.adjCZH1036
## trt.adjCZH00011 0.1092165 0.1093983 0.1090881
## trt.adjCZH00013 0.1101329 0.1222448 0.1099225
## trt.adjCZH00020 0.1091992 0.1091085 0.1233336
## trt.adjCZH01006 0.1215567 0.1109286 0.1223685
## trt.adjCZH01008 0.1212846 0.1101851 0.1098067
## trt.adjCZH02004 0.1094701 0.1102250 0.1091149
## trt.adjCZH02006 0.1100992 0.1093295 0.1092121
## trt.adjCZH02008 0.1102731 0.1094376 0.1093812
## trt.adjCZH03002 0.1091470 0.1082812 0.1233160
## trt.adjCZH03005 0.1091708 0.1101225 0.1108619
## trt.adjCZH03006 0.1215146 0.1215281 0.1100383
## trt.adjCZH04001 0.1092670 0.1092230 0.1091430
## trt.adjCZH04005 0.1093767 0.1086557 0.1101995
## trt.adjCZH04007 0.1091027 0.1089658 0.1094213
## trt.adjCZH0524 0.1094735 0.1091879 0.1093191
## trt.adjCZH0526 0.1111611 0.1091622 0.1102061
## trt.adjCZH0527 0.1091591 0.1084312 0.1092472
## trt.adjCZH0528 0.1095139 0.1214848 0.1101170
## trt.adjCZH0615 0.1085422 0.1093716 0.1112453
## trt.adjCZH0623 0.1101128 0.1084349 0.1103458
## trt.adjCZH0629 0.1214662 0.1092720 0.1100785
## trt.adjCZH0728 0.1101222 0.1091679 0.1093914
## trt.adjCZH0733 0.1092788 0.1095281 0.1082580
## trt.adjCZH0735 0.1111429 0.1092153 0.1215781
## trt.adjCZH0836 0.1101242 0.1102323 0.1090806
## trt.adjCZH088 0.1090931 0.1100545 0.1092528
## trt.adjCZH089 0.1100989 0.1101887 0.1093967
## trt.adjCZH0928 0.1213462 0.1108152 0.1215401
## trt.adjCZH0932 0.1215157 0.1102587 0.1110053
## trt.adjCZH0935 0.1215054 0.1092516 0.1102017
## trt.adjCZH0946 0.1214522 0.1093290 0.1093522
## trt.adjCZH1032 0.2815377 0.1101259 0.1223557
## trt.adjCZH1033 0.1101259 0.2815211 0.1092199
## trt.adjCZH1036 0.1223557 0.1092199 0.2835398
## trt.adjCZH1122 0.1108986 0.1092129 0.1102155
## trt.adjCZH1123 0.1090809 0.1102880 0.1079119
## trt.adjCZH1134 0.1092316 0.1212151 0.1101142
## trt.adjCZH1243 0.1111762 0.1094159 0.1223812
## trt.adjCZH1258 0.1099352 0.1091349 0.1102434
## trt.adjCZH1261 0.1093832 0.1100722 0.1083392
## trt.adjCZH1270 0.1101469 0.1110414 0.1099814
## trt.adjCZH132117 0.1098991 0.1102391 0.1100600
## trt.adjCZH132118 0.1100527 0.1101349 0.1093983
## trt.adjCZH132119 0.1102403 0.1212800 0.1101939
## trt.adjCZH132163 0.1095212 0.1099471 0.1102111
## trt.adjCZH132169 0.1213959 0.1214010 0.1215474
## trt.adjCZH142020 0.1092685 0.1099422 0.1091782
## trt.adjCZH142055 0.1090720 0.1223777 0.1082123
## trt.adjCZH142056 0.1092029 0.1109605 0.1094727
## trt.adjCZH142060 0.1232184 0.1092869 0.1223694
## trt.adjCZH15002 0.1103013 0.1091159 0.1234538
## trt.adjCZH15013 0.1090733 0.1095487 0.1082133
## trt.adjCZH15017 0.1100351 0.1214419 0.1082690
## trt.adjCZH15183 0.1090832 0.1102398 0.1081552
## trt.adjCZH15185 0.1099539 0.1102000 0.1083160
## trt.adjCZH15188 0.1093389 0.1100312 0.1100288
## trt.adjCZH15212 0.1083192 0.1090709 0.1101612
## trt.adjCZH15343 0.1084713 0.1084282 0.1093968
## trt.adjCZH15467 0.1110523 0.1100179 0.1216955
## trt.adjCZH15572 0.1090408 0.1108628 0.1092718
## trt.adjCZH15575 0.1095377 0.1109396 0.1094284
## trt.adjCZH15603 0.1083503 0.1223176 0.1082789
## trt.adjCZH16048 0.1090955 0.1093463 0.1091116
## trt.adjCZH16333 0.1101285 0.1101796 0.1110944
## trt.adjCZH16334 0.1101600 0.1091982 0.1101835
## trt.adjCZH16335 0.1085247 0.1102101 0.1101699
## trt.adjCZH16340 0.1084948 0.1102533 0.1091852
## trt.adjCZH16374 0.1222897 0.1092179 0.1101008
## trt.adjCZH16389 0.1100699 0.1213609 0.1098994
## trt.adjCZH99014 0.1110005 0.1216771 0.1100400
## trt.adjCZH99015 0.1101370 0.1222997 0.1091520
## trt.adjCZH99019 0.1102166 0.1093280 0.1092519
## trt.adjCZH1122 trt.adjCZH1123 trt.adjCZH1134
## trt.adjCZH00011 0.1101146 0.1218440 0.1093411
## trt.adjCZH00013 0.1093538 0.1096100 0.1092162
## trt.adjCZH00020 0.1093557 0.1090693 0.1214463
## trt.adjCZH01006 0.1215167 0.1083064 0.1092046
## trt.adjCZH01008 0.1092448 0.1222957 0.1092545
## trt.adjCZH02004 0.1099876 0.1092632 0.1091980
## trt.adjCZH02006 0.1101820 0.1100029 0.1102177
## trt.adjCZH02008 0.1102115 0.1092347 0.1082795
## trt.adjCZH03002 0.1093525 0.1091930 0.1103432
## trt.adjCZH03005 0.1092827 0.1103927 0.1084326
## trt.adjCZH03006 0.1101536 0.1111064 0.1090644
## trt.adjCZH04001 0.1083623 0.1214163 0.1102371
## trt.adjCZH04005 0.1113274 0.1102802 0.1089140
## trt.adjCZH04007 0.1100010 0.1099300 0.1215289
## trt.adjCZH0524 0.1091067 0.1081363 0.1216308
## trt.adjCZH0526 0.1214194 0.1093523 0.1100995
## trt.adjCZH0527 0.1101017 0.1093159 0.1110612
## trt.adjCZH0528 0.1213227 0.1091814 0.1101418
## trt.adjCZH0615 0.1092696 0.1085545 0.1101015
## trt.adjCZH0623 0.1082636 0.1088043 0.1111948
## trt.adjCZH0629 0.1101241 0.1100237 0.1094184
## trt.adjCZH0728 0.1098742 0.1101167 0.1102861
## trt.adjCZH0733 0.1088514 0.1108128 0.1102171
## trt.adjCZH0735 0.1101178 0.1081412 0.1094855
## trt.adjCZH0836 0.1093570 0.1215038 0.1102710
## trt.adjCZH088 0.1103172 0.1216319 0.1212126
## trt.adjCZH089 0.1217006 0.1102799 0.1091471
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## trt.adjCZH0932 0.1092516 0.1090359 0.1092732
## trt.adjCZH0935 0.1091718 0.1089423 0.1104383
## trt.adjCZH0946 0.1101091 0.1092670 0.1103017
## trt.adjCZH1032 0.1108986 0.1090809 0.1092316
## trt.adjCZH1033 0.1092129 0.1102880 0.1212151
## trt.adjCZH1036 0.1102155 0.1079119 0.1101142
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## trt.adjCZH1123 0.1094335 0.2836067 0.1091774
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## trt.adjCZH1261 0.1091013 0.1092115 0.1102785
## trt.adjCZH1270 0.1089942 0.1092001 0.1102912
## trt.adjCZH132117 0.1083625 0.1101727 0.1092599
## trt.adjCZH132118 0.1100979 0.1102143 0.1091467
## trt.adjCZH132119 0.1091739 0.1092357 0.1216724
## trt.adjCZH132163 0.1100988 0.1100776 0.1108774
## trt.adjCZH132169 0.1102503 0.1090731 0.1213305
## trt.adjCZH142020 0.1083430 0.1091876 0.1102625
## trt.adjCZH142055 0.1094335 0.1236243 0.1098856
## trt.adjCZH142056 0.1091260 0.1092741 0.1216056
## trt.adjCZH142060 0.1215239 0.1089747 0.1092308
## trt.adjCZH15002 0.1091590 0.1081902 0.1112585
## trt.adjCZH15013 0.1084179 0.1234473 0.1084876
## trt.adjCZH15017 0.1099616 0.1215517 0.1099722
## trt.adjCZH15183 0.1102454 0.1243597 0.1082725
## trt.adjCZH15185 0.1091483 0.1214240 0.1109416
## trt.adjCZH15188 0.1233020 0.1102933 0.1101620
## trt.adjCZH15212 0.1232420 0.1110537 0.1214733
## trt.adjCZH15343 0.1090152 0.1099837 0.1102198
## trt.adjCZH15467 0.1101039 0.1088539 0.1102245
## trt.adjCZH15572 0.1092570 0.1109766 0.1111105
## trt.adjCZH15575 0.1099360 0.1090503 0.1215816
## trt.adjCZH15603 0.1091739 0.1121001 0.1099150
## trt.adjCZH16048 0.1235545 0.1236481 0.1090138
## trt.adjCZH16333 0.1100548 0.1089788 0.1111388
## trt.adjCZH16334 0.1216127 0.1084464 0.1093123
## trt.adjCZH16335 0.1093627 0.1094864 0.1099285
## trt.adjCZH16340 0.1102858 0.1112916 0.1090701
## trt.adjCZH16374 0.1214625 0.1091981 0.1093510
## trt.adjCZH16389 0.1083999 0.1092275 0.1215203
## trt.adjCZH99014 0.1092846 0.1101662 0.1100239
## trt.adjCZH99015 0.1091194 0.1093080 0.1091013
## trt.adjCZH99019 0.1211986 0.1091163 0.1213533
## trt.adjCZH1243 trt.adjCZH1258 trt.adjCZH1261
## trt.adjCZH00011 0.1083947 0.1102094 0.1100521
## trt.adjCZH00013 0.1101573 0.1094636 0.1091805
## trt.adjCZH00020 0.1100242 0.1111525 0.1092015
## trt.adjCZH01006 0.1232140 0.1103373 0.1092483
## trt.adjCZH01008 0.1091624 0.1093576 0.1101857
## trt.adjCZH02004 0.1101305 0.1091570 0.1093951
## trt.adjCZH02006 0.1092274 0.1091560 0.1212943
## trt.adjCZH02008 0.1214523 0.1093405 0.1091128
## trt.adjCZH03002 0.1101176 0.1216374 0.1099630
## trt.adjCZH03005 0.1215198 0.1215279 0.1100776
## trt.adjCZH03006 0.1101066 0.1093756 0.1091734
## trt.adjCZH04001 0.1090431 0.1091827 0.1103519
## trt.adjCZH04005 0.1216053 0.1233710 0.1091119
## trt.adjCZH04007 0.1090392 0.1093249 0.1102352
## trt.adjCZH0524 0.1091455 0.1089273 0.1215822
## trt.adjCZH0526 0.1101078 0.1090795 0.1100876
## trt.adjCZH0527 0.1090834 0.1099847 0.1214576
## trt.adjCZH0528 0.1111146 0.1101437 0.1091693
## trt.adjCZH0615 0.1108916 0.1223037 0.1101073
## trt.adjCZH0623 0.1092100 0.1088375 0.1101854
## trt.adjCZH0629 0.1102431 0.1090846 0.1109596
## trt.adjCZH0728 0.1092683 0.1084766 0.1103124
## trt.adjCZH0733 0.1092200 0.1101060 0.1235782
## trt.adjCZH0735 0.1214261 0.1083528 0.1092314
## trt.adjCZH0836 0.1092220 0.1082922 0.1092052
## trt.adjCZH088 0.1091521 0.1103055 0.1093002
## trt.adjCZH089 0.1110433 0.1104915 0.1091193
## trt.adjCZH0928 0.1110977 0.1234241 0.1100188
## trt.adjCZH0932 0.1101700 0.1082655 0.1083550
## trt.adjCZH0935 0.1101612 0.1089261 0.1112818
## trt.adjCZH0946 0.1102330 0.1089187 0.1101135
## trt.adjCZH1032 0.1111762 0.1099352 0.1093832
## trt.adjCZH1033 0.1094159 0.1091349 0.1100722
## trt.adjCZH1036 0.1223812 0.1102434 0.1083392
## trt.adjCZH1122 0.1109073 0.1103562 0.1091013
## trt.adjCZH1123 0.1082239 0.1102589 0.1092115
## trt.adjCZH1134 0.1084698 0.1084298 0.1102785
## trt.adjCZH1243 0.2815431 0.1101678 0.1091493
## trt.adjCZH1258 0.1101678 0.2834213 0.1214985
## trt.adjCZH1261 0.1091493 0.1214985 0.2833126
## trt.adjCZH1270 0.1213415 0.1100435 0.1234172
## trt.adjCZH132117 0.1093309 0.1111982 0.1109441
## trt.adjCZH132118 0.1093022 0.1225226 0.1213944
## trt.adjCZH132119 0.1093346 0.1082634 0.1105965
## trt.adjCZH132163 0.1101899 0.1092187 0.1094378
## trt.adjCZH132169 0.1102275 0.1091500 0.1100762
## trt.adjCZH142020 0.1084586 0.1108455 0.1216121
## trt.adjCZH142055 0.1099487 0.1095577 0.1082984
## trt.adjCZH142056 0.1092758 0.1083419 0.1091801
## trt.adjCZH142060 0.1214642 0.1091943 0.1091685
## trt.adjCZH15002 0.1095130 0.1090798 0.1084324
## trt.adjCZH15013 0.1091377 0.1094224 0.1095038
## trt.adjCZH15017 0.1085004 0.1215194 0.1213912
## trt.adjCZH15183 0.1100016 0.1102360 0.1090498
## trt.adjCZH15185 0.1090886 0.1099932 0.1113562
## trt.adjCZH15188 0.1093500 0.1093670 0.1089430
## trt.adjCZH15212 0.1083978 0.1103860 0.1092262
## trt.adjCZH15343 0.1092429 0.1213941 0.1112629
## trt.adjCZH15467 0.1215029 0.1091617 0.1093356
## trt.adjCZH15572 0.1098787 0.1093903 0.1102748
## trt.adjCZH15575 0.1101428 0.1088851 0.1092777
## trt.adjCZH15603 0.1101208 0.1101254 0.1091378
## trt.adjCZH16048 0.1093369 0.1235073 0.1089475
## trt.adjCZH16333 0.1094668 0.1089281 0.1090848
## trt.adjCZH16334 0.1222291 0.1095996 0.1091910
## trt.adjCZH16335 0.1213624 0.1111211 0.1091785
## trt.adjCZH16340 0.1109244 0.1101468 0.1083511
## trt.adjCZH16374 0.1095179 0.1212799 0.1215528
## trt.adjCZH16389 0.1100099 0.1091229 0.1234122
## trt.adjCZH99014 0.1214914 0.1090904 0.1092109
## trt.adjCZH99015 0.1095296 0.1101448 0.1098864
## trt.adjCZH99019 0.1092763 0.1097886 0.1110451
## trt.adjCZH1270 trt.adjCZH132117 trt.adjCZH132118
## trt.adjCZH00011 0.1091294 0.1102895 0.1234401
## trt.adjCZH00013 0.1091927 0.1213735 0.1100253
## trt.adjCZH00020 0.1083933 0.1214485 0.1216589
## trt.adjCZH01006 0.1213338 0.1092857 0.1095410
## trt.adjCZH01008 0.1102239 0.1214893 0.1110782
## trt.adjCZH02004 0.1100169 0.1110110 0.1083292
## trt.adjCZH02006 0.1093546 0.1091781 0.1089163
## trt.adjCZH02008 0.1090744 0.1101604 0.1090842
## trt.adjCZH03002 0.1099123 0.1104350 0.1119573
## trt.adjCZH03005 0.1214093 0.1102825 0.1102542
## trt.adjCZH03006 0.1091853 0.1109691 0.1233464
## trt.adjCZH04001 0.1095396 0.1100693 0.1093128
## trt.adjCZH04005 0.1090780 0.1102825 0.1111189
## trt.adjCZH04007 0.1086594 0.1108572 0.1094075
## trt.adjCZH0524 0.1103020 0.1090701 0.1088665
## trt.adjCZH0526 0.1094267 0.1090479 0.1090096
## trt.adjCZH0527 0.1101426 0.1101623 0.1102845
## trt.adjCZH0528 0.1092533 0.1100912 0.1110032
## trt.adjCZH0615 0.1092582 0.1213994 0.1223224
## trt.adjCZH0623 0.1092695 0.1092865 0.1081957
## trt.adjCZH0629 0.1103062 0.1083876 0.1089776
## trt.adjCZH0728 0.1103437 0.1212301 0.1093560
## trt.adjCZH0733 0.1242715 0.1214795 0.1100661
## trt.adjCZH0735 0.1100706 0.1091222 0.1081115
## trt.adjCZH0836 0.1092776 0.1091195 0.1090853
## trt.adjCZH088 0.1092316 0.1102836 0.1110704
## trt.adjCZH089 0.1090541 0.1095914 0.1234519
## trt.adjCZH0928 0.1091237 0.1213919 0.1102933
## trt.adjCZH0932 0.1083060 0.1103013 0.1092172
## trt.adjCZH0935 0.1217238 0.1082825 0.1088443
## trt.adjCZH0946 0.1102276 0.1090975 0.1091322
## trt.adjCZH1032 0.1101469 0.1098991 0.1100527
## trt.adjCZH1033 0.1110414 0.1102391 0.1101349
## trt.adjCZH1036 0.1099814 0.1100600 0.1093983
## trt.adjCZH1122 0.1089942 0.1083625 0.1100979
## trt.adjCZH1123 0.1092001 0.1101727 0.1102143
## trt.adjCZH1134 0.1102912 0.1092599 0.1091467
## trt.adjCZH1243 0.1213415 0.1093309 0.1093022
## trt.adjCZH1258 0.1100435 0.1111982 0.1225226
## trt.adjCZH1261 0.1234172 0.1109441 0.1213944
## trt.adjCZH1270 0.2835480 0.1093470 0.1092612
## trt.adjCZH132117 0.1093470 0.2813172 0.1216359
## trt.adjCZH132118 0.1092612 0.1216359 0.2834427
## trt.adjCZH132119 0.1225385 0.1091655 0.1083448
## trt.adjCZH132163 0.1102290 0.1092813 0.1093272
## trt.adjCZH132169 0.1109390 0.1091831 0.1083364
## trt.adjCZH142020 0.1093407 0.1214130 0.1099956
## trt.adjCZH142055 0.1098417 0.1101064 0.1101357
## trt.adjCZH142056 0.1092760 0.1093111 0.1091128
## trt.adjCZH142060 0.1093878 0.1092480 0.1100363
## trt.adjCZH15002 0.1091364 0.1100716 0.1092094
## trt.adjCZH15013 0.1101529 0.1213848 0.1102434
## trt.adjCZH15017 0.1102627 0.1111886 0.1217418
## trt.adjCZH15183 0.1091260 0.1093464 0.1085400
## trt.adjCZH15185 0.1224714 0.1102174 0.1093843
## trt.adjCZH15188 0.1082712 0.1090796 0.1082324
## trt.adjCZH15212 0.1088885 0.1092956 0.1102961
## trt.adjCZH15343 0.1109701 0.1111111 0.1101380
## trt.adjCZH15467 0.1101746 0.1091422 0.1091711
## trt.adjCZH15572 0.1214702 0.1094113 0.1102562
## trt.adjCZH15575 0.1094130 0.1090149 0.1090895
## trt.adjCZH15603 0.1100457 0.1109706 0.1102330
## trt.adjCZH16048 0.1080637 0.1093024 0.1094671
## trt.adjCZH16333 0.1083779 0.1091830 0.1089833
## trt.adjCZH16334 0.1099234 0.1100718 0.1102857
## trt.adjCZH16335 0.1098595 0.1213528 0.1215438
## trt.adjCZH16340 0.1092255 0.1102058 0.1094115
## trt.adjCZH16374 0.1103020 0.1092663 0.1212891
## trt.adjCZH16389 0.1243367 0.1093181 0.1091175
## trt.adjCZH99014 0.1214183 0.1092566 0.1093329
## trt.adjCZH99015 0.1084552 0.1216743 0.1100792
## trt.adjCZH99019 0.1103950 0.1092572 0.1091458
## trt.adjCZH132119 trt.adjCZH132163 trt.adjCZH132169
## trt.adjCZH00011 0.1091372 0.1100768 0.1090772
## trt.adjCZH00013 0.1090505 0.1089789 0.1108525
## trt.adjCZH00020 0.1101229 0.1101864 0.1099573
## trt.adjCZH01006 0.1099948 0.1094632 0.1214376
## trt.adjCZH01008 0.1101993 0.1101608 0.1091875
## trt.adjCZH02004 0.1092735 0.1092151 0.1092417
## trt.adjCZH02006 0.1101688 0.1101946 0.1213296
## trt.adjCZH02008 0.1091896 0.1108644 0.1092894
## trt.adjCZH03002 0.1100216 0.1093581 0.1093155
## trt.adjCZH03005 0.1092184 0.1093333 0.1092766
## trt.adjCZH03006 0.1091111 0.1092553 0.1099952
## trt.adjCZH04001 0.1102986 0.1214682 0.1100804
## trt.adjCZH04005 0.1089533 0.1213243 0.1092503
## trt.adjCZH04007 0.1102359 0.1109316 0.1092902
## trt.adjCZH0524 0.1103994 0.1086040 0.1101859
## trt.adjCZH0526 0.1214558 0.1222917 0.1102127
## trt.adjCZH0527 0.1101841 0.1094257 0.1093342
## trt.adjCZH0528 0.1092349 0.1100038 0.1108890
## trt.adjCZH0615 0.1084315 0.1092315 0.1092887
## trt.adjCZH0623 0.1102730 0.1099731 0.1094821
## trt.adjCZH0629 0.1118269 0.1222887 0.1109668
## trt.adjCZH0728 0.1214796 0.1215988 0.1093434
## trt.adjCZH0733 0.1120404 0.1102751 0.1092758
## trt.adjCZH0735 0.1094321 0.1099659 0.1102516
## trt.adjCZH0836 0.1092991 0.1093687 0.1214543
## trt.adjCZH088 0.1108449 0.1214176 0.1091832
## trt.adjCZH089 0.1090852 0.1213476 0.1092010
## trt.adjCZH0928 0.1089216 0.1092072 0.1213202
## trt.adjCZH0932 0.1093313 0.1092772 0.1100930
## trt.adjCZH0935 0.1216776 0.1101560 0.1101897
## trt.adjCZH0946 0.1102382 0.1101063 0.1103617
## trt.adjCZH1032 0.1102403 0.1095212 0.1213959
## trt.adjCZH1033 0.1212800 0.1099471 0.1214010
## trt.adjCZH1036 0.1101939 0.1102111 0.1215474
## trt.adjCZH1122 0.1091739 0.1100988 0.1102503
## trt.adjCZH1123 0.1092357 0.1100776 0.1090731
## trt.adjCZH1134 0.1216724 0.1108774 0.1213305
## trt.adjCZH1243 0.1093346 0.1101899 0.1102275
## trt.adjCZH1258 0.1082634 0.1092187 0.1091500
## trt.adjCZH1261 0.1105965 0.1094378 0.1100762
## trt.adjCZH1270 0.1225385 0.1102290 0.1109390
## trt.adjCZH132117 0.1091655 0.1092813 0.1091831
## trt.adjCZH132118 0.1083448 0.1093272 0.1083364
## trt.adjCZH132119 0.2815880 0.1222396 0.1213817
## trt.adjCZH132163 0.1222396 0.2815042 0.1102413
## trt.adjCZH132169 0.1213817 0.1102413 0.2813100
## trt.adjCZH142020 0.1087315 0.1091897 0.1100608
## trt.adjCZH142055 0.1098166 0.1084056 0.1093025
## trt.adjCZH142056 0.1109429 0.1091768 0.1101085
## trt.adjCZH142060 0.1094757 0.1102061 0.1102803
## trt.adjCZH15002 0.1215531 0.1214309 0.1109498
## trt.adjCZH15013 0.1093827 0.1108712 0.1090876
## trt.adjCZH15017 0.1100098 0.1093307 0.1091821
## trt.adjCZH15183 0.1092162 0.1108488 0.1091995
## trt.adjCZH15185 0.1215854 0.1101566 0.1091592
## trt.adjCZH15188 0.1090678 0.1092558 0.1214227
## trt.adjCZH15212 0.1099711 0.1093924 0.1100514
## trt.adjCZH15343 0.1094383 0.1093425 0.1084458
## trt.adjCZH15467 0.1102934 0.1214199 0.1111841
## trt.adjCZH15572 0.1214223 0.1093051 0.1092623
## trt.adjCZH15575 0.1094885 0.1091727 0.1112018
## trt.adjCZH15603 0.1099576 0.1092460 0.1091987
## trt.adjCZH16048 0.1080676 0.1091979 0.1100295
## trt.adjCZH16333 0.1100513 0.1100075 0.1215514
## trt.adjCZH16334 0.1092495 0.1109757 0.1093120
## trt.adjCZH16335 0.1091680 0.1093250 0.1084258
## trt.adjCZH16340 0.1092160 0.1212230 0.1092577
## trt.adjCZH16374 0.1102240 0.1101709 0.1094655
## trt.adjCZH16389 0.1234433 0.1223000 0.1215823
## trt.adjCZH99014 0.1099648 0.1084298 0.1111714
## trt.adjCZH99015 0.1090165 0.1084438 0.1100435
## trt.adjCZH99019 0.1110056 0.1094510 0.1094249
## trt.adjCZH142020 trt.adjCZH142055 trt.adjCZH142056
## trt.adjCZH00011 0.1099806 0.1111209 0.1091960
## trt.adjCZH00013 0.1212895 0.1216084 0.1094542
## trt.adjCZH00020 0.1100892 0.1090573 0.1109416
## trt.adjCZH01006 0.1089688 0.1093446 0.1084121
## trt.adjCZH01008 0.1093812 0.1102228 0.1092054
## trt.adjCZH02004 0.1111246 0.1093645 0.1102291
## trt.adjCZH02006 0.1214387 0.1093092 0.1102678
## trt.adjCZH02008 0.1101282 0.1102147 0.1101193
## trt.adjCZH03002 0.1101354 0.1091258 0.1102468
## trt.adjCZH03005 0.1092577 0.1111454 0.1092609
## trt.adjCZH03006 0.1090738 0.1216008 0.1098792
## trt.adjCZH04001 0.1213858 0.1092143 0.1093820
## trt.adjCZH04005 0.1092278 0.1103524 0.1088130
## trt.adjCZH04007 0.1222358 0.1082509 0.1102280
## trt.adjCZH0524 0.1225183 0.1089117 0.1225249
## trt.adjCZH0526 0.1091898 0.1091190 0.1100756
## trt.adjCZH0527 0.1222300 0.1090170 0.1101658
## trt.adjCZH0528 0.1091909 0.1102320 0.1108567
## trt.adjCZH0615 0.1101347 0.1092767 0.1109625
## trt.adjCZH0623 0.1225154 0.1088158 0.1225385
## trt.adjCZH0629 0.1100369 0.1090663 0.1087234
## trt.adjCZH0728 0.1108797 0.1083702 0.1093399
## trt.adjCZH0733 0.1110806 0.1083774 0.1091748
## trt.adjCZH0735 0.1110799 0.1090330 0.1105236
## trt.adjCZH0836 0.1100771 0.1103982 0.1102247
## trt.adjCZH088 0.1092781 0.1095985 0.1092414
## trt.adjCZH089 0.1083134 0.1095894 0.1082847
## trt.adjCZH0928 0.1212129 0.1102449 0.1082812
## trt.adjCZH0932 0.1102311 0.1099441 0.1215065
## trt.adjCZH0935 0.1104238 0.1089670 0.1111633
## trt.adjCZH0946 0.1101858 0.1090680 0.1095415
## trt.adjCZH1032 0.1092685 0.1090720 0.1092029
## trt.adjCZH1033 0.1099422 0.1223777 0.1109605
## trt.adjCZH1036 0.1091782 0.1082123 0.1094727
## trt.adjCZH1122 0.1083430 0.1094335 0.1091260
## trt.adjCZH1123 0.1091876 0.1236243 0.1092741
## trt.adjCZH1134 0.1102625 0.1098856 0.1216056
## trt.adjCZH1243 0.1084586 0.1099487 0.1092758
## trt.adjCZH1258 0.1108455 0.1095577 0.1083419
## trt.adjCZH1261 0.1216121 0.1082984 0.1091801
## trt.adjCZH1270 0.1093407 0.1098417 0.1092760
## trt.adjCZH132117 0.1214130 0.1101064 0.1093111
## trt.adjCZH132118 0.1099956 0.1101357 0.1091128
## trt.adjCZH132119 0.1087315 0.1098166 0.1109429
## trt.adjCZH132163 0.1091897 0.1084056 0.1091768
## trt.adjCZH132169 0.1100608 0.1093025 0.1101085
## trt.adjCZH142020 0.2815372 0.1090637 0.1101921
## trt.adjCZH142055 0.1090637 0.2835956 0.1213093
## trt.adjCZH142056 0.1101921 0.1213093 0.2815512
## trt.adjCZH142060 0.1084450 0.1090052 0.1100280
## trt.adjCZH15002 0.1094278 0.1088294 0.1215834
## trt.adjCZH15013 0.1101046 0.1113963 0.1091596
## trt.adjCZH15017 0.1100199 0.1111224 0.1092949
## trt.adjCZH15183 0.1091326 0.1243017 0.1099741
## trt.adjCZH15185 0.1094581 0.1100708 0.1101342
## trt.adjCZH15188 0.1101205 0.1103277 0.1094048
## trt.adjCZH15212 0.1100618 0.1102192 0.1100200
## trt.adjCZH15343 0.1216211 0.1083374 0.1102108
## trt.adjCZH15467 0.1092935 0.1082925 0.1102310
## trt.adjCZH15572 0.1093654 0.1215146 0.1214180
## trt.adjCZH15575 0.1094735 0.1099750 0.1223889
## trt.adjCZH15603 0.1092521 0.1235031 0.1212897
## trt.adjCZH16048 0.1091508 0.1236023 0.1089538
## trt.adjCZH16333 0.1102147 0.1092337 0.1223360
## trt.adjCZH16334 0.1099300 0.1091930 0.1091956
## trt.adjCZH16335 0.1093089 0.1215206 0.1212224
## trt.adjCZH16340 0.1093162 0.1112156 0.1091608
## trt.adjCZH16374 0.1093858 0.1083728 0.1091838
## trt.adjCZH16389 0.1102081 0.1089212 0.1092974
## trt.adjCZH99014 0.1090976 0.1216226 0.1101502
## trt.adjCZH99015 0.1214214 0.1110996 0.1102392
## trt.adjCZH99019 0.1101502 0.1089997 0.1214006
## trt.adjCZH142060 trt.adjCZH15002 trt.adjCZH15013
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## trt.adjCZH00013 0.1100367 0.1083163 0.1102485
## trt.adjCZH00020 0.1093114 0.1235508 0.1092539
## trt.adjCZH01006 0.1118037 0.1092804 0.1090915
## trt.adjCZH01008 0.1212847 0.1099340 0.1222539
## trt.adjCZH02004 0.1110176 0.1093095 0.1101221
## trt.adjCZH02006 0.1094097 0.1100870 0.1100487
## trt.adjCZH02008 0.1110416 0.1100467 0.1093864
## trt.adjCZH03002 0.1092021 0.1233839 0.1099499
## trt.adjCZH03005 0.1092014 0.1092463 0.1213893
## trt.adjCZH03006 0.1214098 0.1090472 0.1103390
## trt.adjCZH04001 0.1091582 0.1101640 0.1215354
## trt.adjCZH04005 0.1093447 0.1090503 0.1094218
## trt.adjCZH04007 0.1084222 0.1111342 0.1101143
## trt.adjCZH0524 0.1101122 0.1104004 0.1082596
## trt.adjCZH0526 0.1215665 0.1214319 0.1099516
## trt.adjCZH0527 0.1083667 0.1102978 0.1100705
## trt.adjCZH0528 0.1102038 0.1092639 0.1092798
## trt.adjCZH0615 0.1092677 0.1111347 0.1100528
## trt.adjCZH0623 0.1102344 0.1217145 0.1090353
## trt.adjCZH0629 0.1118049 0.1102496 0.1100614
## trt.adjCZH0728 0.1100232 0.1213986 0.1213568
## trt.adjCZH0733 0.1099402 0.1092104 0.1215447
## trt.adjCZH0735 0.1216421 0.1103737 0.1089253
## trt.adjCZH0836 0.1085814 0.1091448 0.1214271
## trt.adjCZH088 0.1091965 0.1101191 0.1111258
## trt.adjCZH089 0.1102755 0.1090168 0.1102241
## trt.adjCZH0928 0.1101461 0.1091750 0.1091722
## trt.adjCZH0932 0.1217434 0.1214865 0.1091923
## trt.adjCZH0935 0.1111874 0.1103212 0.1084233
## trt.adjCZH0946 0.1102568 0.1093637 0.1100009
## trt.adjCZH1032 0.1232184 0.1103013 0.1090733
## trt.adjCZH1033 0.1092869 0.1091159 0.1095487
## trt.adjCZH1036 0.1223694 0.1234538 0.1082133
## trt.adjCZH1122 0.1215239 0.1091590 0.1084179
## trt.adjCZH1123 0.1089747 0.1081902 0.1234473
## trt.adjCZH1134 0.1092308 0.1112585 0.1084876
## trt.adjCZH1243 0.1214642 0.1095130 0.1091377
## trt.adjCZH1258 0.1091943 0.1090798 0.1094224
## trt.adjCZH1261 0.1091685 0.1084324 0.1095038
## trt.adjCZH1270 0.1093878 0.1091364 0.1101529
## trt.adjCZH132117 0.1092480 0.1100716 0.1213848
## trt.adjCZH132118 0.1100363 0.1092094 0.1102434
## trt.adjCZH132119 0.1094757 0.1215531 0.1093827
## trt.adjCZH132163 0.1102061 0.1214309 0.1108712
## trt.adjCZH132169 0.1102803 0.1109498 0.1090876
## trt.adjCZH142020 0.1084450 0.1094278 0.1101046
## trt.adjCZH142055 0.1090052 0.1088294 0.1113963
## trt.adjCZH142056 0.1100280 0.1215834 0.1091596
## trt.adjCZH142060 0.2815681 0.1110220 0.1090136
## trt.adjCZH15002 0.1110220 0.2833361 0.1090953
## trt.adjCZH15013 0.1090136 0.1090953 0.2815707
## trt.adjCZH15017 0.1099387 0.1082716 0.1110604
## trt.adjCZH15183 0.1091742 0.1089327 0.1225113
## trt.adjCZH15185 0.1100496 0.1093220 0.1111654
## trt.adjCZH15188 0.1101353 0.1091555 0.1099073
## trt.adjCZH15212 0.1090282 0.1103649 0.1093525
## trt.adjCZH15343 0.1092059 0.1102879 0.1109097
## trt.adjCZH15467 0.1214665 0.1112089 0.1092048
## trt.adjCZH15572 0.1084077 0.1108980 0.1102210
## trt.adjCZH15575 0.1100532 0.1101844 0.1091909
## trt.adjCZH15603 0.1084026 0.1090898 0.1214962
## trt.adjCZH16048 0.1091011 0.1080168 0.1103290
## trt.adjCZH16333 0.1102311 0.1215840 0.1091528
## trt.adjCZH16334 0.1102019 0.1093392 0.1092701
## trt.adjCZH16335 0.1092183 0.1102245 0.1101095
## trt.adjCZH16340 0.1093330 0.1090589 0.1214967
## trt.adjCZH16374 0.1222911 0.1092983 0.1085237
## trt.adjCZH16389 0.1093470 0.1101429 0.1101022
## trt.adjCZH99014 0.1100322 0.1082262 0.1102535
## trt.adjCZH99015 0.1095249 0.1091246 0.1100615
## trt.adjCZH99019 0.1214222 0.1102337 0.1091568
## trt.adjCZH15017 trt.adjCZH15183 trt.adjCZH15185
## trt.adjCZH00011 0.1103544 0.1102353 0.1100190
## trt.adjCZH00013 0.1102827 0.1103649 0.1093286
## trt.adjCZH00020 0.1099456 0.1081387 0.1092429
## trt.adjCZH01006 0.1093314 0.1091753 0.1090152
## trt.adjCZH01008 0.1216187 0.1102299 0.1223138
## trt.adjCZH02004 0.1102158 0.1101672 0.1214395
## trt.adjCZH02006 0.1090896 0.1212903 0.1085311
## trt.adjCZH02008 0.1094125 0.1216149 0.1092245
## trt.adjCZH03002 0.1092570 0.1089803 0.1098868
## trt.adjCZH03005 0.1102314 0.1214017 0.1101609
## trt.adjCZH03006 0.1112067 0.1094497 0.1093687
## trt.adjCZH04001 0.1093291 0.1108978 0.1102355
## trt.adjCZH04005 0.1102444 0.1112587 0.1090117
## trt.adjCZH04007 0.1091910 0.1083240 0.1101483
## trt.adjCZH0524 0.1090259 0.1087790 0.1102863
## trt.adjCZH0526 0.1092552 0.1213346 0.1101086
## trt.adjCZH0527 0.1092054 0.1091082 0.1094621
## trt.adjCZH0528 0.1212334 0.1093124 0.1090393
## trt.adjCZH0615 0.1108608 0.1090335 0.1091458
## trt.adjCZH0623 0.1082874 0.1082376 0.1102146
## trt.adjCZH0629 0.1092411 0.1213203 0.1094331
## trt.adjCZH0728 0.1093960 0.1099354 0.1110333
## trt.adjCZH0733 0.1112023 0.1091996 0.1234577
## trt.adjCZH0735 0.1082652 0.1091000 0.1100205
## trt.adjCZH0836 0.1091016 0.1110040 0.1090944
## trt.adjCZH088 0.1213398 0.1102022 0.1213544
## trt.adjCZH089 0.1110404 0.1094124 0.1090814
## trt.adjCZH0928 0.1102667 0.1095694 0.1083749
## trt.adjCZH0932 0.1100654 0.1093052 0.1101644
## trt.adjCZH0935 0.1097874 0.1089598 0.1215166
## trt.adjCZH0946 0.1090640 0.1091252 0.1092635
## trt.adjCZH1032 0.1100351 0.1090832 0.1099539
## trt.adjCZH1033 0.1214419 0.1102398 0.1102000
## trt.adjCZH1036 0.1082690 0.1081552 0.1083160
## trt.adjCZH1122 0.1099616 0.1102454 0.1091483
## trt.adjCZH1123 0.1215517 0.1243597 0.1214240
## trt.adjCZH1134 0.1099722 0.1082725 0.1109416
## trt.adjCZH1243 0.1085004 0.1100016 0.1090886
## trt.adjCZH1258 0.1215194 0.1102360 0.1099932
## trt.adjCZH1261 0.1213912 0.1090498 0.1113562
## trt.adjCZH1270 0.1102627 0.1091260 0.1224714
## trt.adjCZH132117 0.1111886 0.1093464 0.1102174
## trt.adjCZH132118 0.1217418 0.1085400 0.1093843
## trt.adjCZH132119 0.1100098 0.1092162 0.1215854
## trt.adjCZH132163 0.1093307 0.1108488 0.1101566
## trt.adjCZH132169 0.1091821 0.1091995 0.1091592
## trt.adjCZH142020 0.1100199 0.1091326 0.1094581
## trt.adjCZH142055 0.1111224 0.1243017 0.1100708
## trt.adjCZH142056 0.1092949 0.1099741 0.1101342
## trt.adjCZH142060 0.1099387 0.1091742 0.1100496
## trt.adjCZH15002 0.1082716 0.1089327 0.1093220
## trt.adjCZH15013 0.1110604 0.1225113 0.1111654
## trt.adjCZH15017 0.2813367 0.1103466 0.1214991
## trt.adjCZH15183 0.1103466 0.2835838 0.1094925
## trt.adjCZH15185 0.1214991 0.1094925 0.2815718
## trt.adjCZH15188 0.1084666 0.1111219 0.1090270
## trt.adjCZH15212 0.1092747 0.1094842 0.1099673
## trt.adjCZH15343 0.1101902 0.1091245 0.1214628
## trt.adjCZH15467 0.1090678 0.1091440 0.1085238
## trt.adjCZH15572 0.1101978 0.1102277 0.1213945
## trt.adjCZH15575 0.1091337 0.1083695 0.1090974
## trt.adjCZH15603 0.1215251 0.1225346 0.1102395
## trt.adjCZH16048 0.1103070 0.1237884 0.1090998
## trt.adjCZH16333 0.1089932 0.1091676 0.1083490
## trt.adjCZH16334 0.1092856 0.1093830 0.1084262
## trt.adjCZH16335 0.1102854 0.1109560 0.1092075
## trt.adjCZH16340 0.1102264 0.1217819 0.1101128
## trt.adjCZH16374 0.1212292 0.1098726 0.1108889
## trt.adjCZH16389 0.1101863 0.1091549 0.1113981
## trt.adjCZH99014 0.1093509 0.1101606 0.1091972
## trt.adjCZH99015 0.1215026 0.1102560 0.1100871
## trt.adjCZH99019 0.1101395 0.1091118 0.1215437
## trt.adjCZH15188 trt.adjCZH15212 trt.adjCZH15343
## trt.adjCZH00011 0.1100020 0.1217678 0.1100556
## trt.adjCZH00013 0.1215020 0.1091852 0.1099485
## trt.adjCZH00020 0.1091442 0.1225851 0.1110849
## trt.adjCZH01006 0.1101983 0.1093272 0.1090202
## trt.adjCZH01008 0.1084359 0.1090991 0.1102004
## trt.adjCZH02004 0.1214189 0.1090079 0.1213640
## trt.adjCZH02006 0.1214894 0.1100656 0.1094091
## trt.adjCZH02008 0.1102293 0.1082601 0.1092640
## trt.adjCZH03002 0.1092425 0.1225966 0.1215533
## trt.adjCZH03005 0.1092725 0.1092582 0.1212218
## trt.adjCZH03006 0.1092732 0.1092104 0.1082935
## trt.adjCZH04001 0.1093605 0.1100332 0.1213250
## trt.adjCZH04005 0.1103184 0.1103766 0.1092394
## trt.adjCZH04007 0.1093775 0.1223726 0.1214651
## trt.adjCZH0524 0.1102204 0.1099875 0.1112138
## trt.adjCZH0526 0.1101364 0.1093244 0.1092301
## trt.adjCZH0527 0.1100148 0.1223677 0.1110373
## trt.adjCZH0528 0.1101956 0.1093196 0.1091842
## trt.adjCZH0615 0.1090999 0.1101437 0.1214183
## trt.adjCZH0623 0.1100808 0.1093049 0.1215943
## trt.adjCZH0629 0.1093362 0.1082821 0.1092315
## trt.adjCZH0728 0.1083825 0.1101329 0.1102782
## trt.adjCZH0733 0.1088554 0.1083879 0.1217440
## trt.adjCZH0735 0.1214862 0.1091257 0.1102521
## trt.adjCZH0836 0.1214835 0.1101235 0.1092402
## trt.adjCZH088 0.1100341 0.1216514 0.1101891
## trt.adjCZH089 0.1100885 0.1111025 0.1083767
## trt.adjCZH0928 0.1111000 0.1094872 0.1099965
## trt.adjCZH0932 0.1100903 0.1081242 0.1100808
## trt.adjCZH0935 0.1092029 0.1090497 0.1102941
## trt.adjCZH0946 0.1092911 0.1098894 0.1092749
## trt.adjCZH1032 0.1093389 0.1083192 0.1084713
## trt.adjCZH1033 0.1100312 0.1090709 0.1084282
## trt.adjCZH1036 0.1100288 0.1101612 0.1093968
## trt.adjCZH1122 0.1233020 0.1232420 0.1090152
## trt.adjCZH1123 0.1102933 0.1110537 0.1099837
## trt.adjCZH1134 0.1101620 0.1214733 0.1102198
## trt.adjCZH1243 0.1093500 0.1083978 0.1092429
## trt.adjCZH1258 0.1093670 0.1103860 0.1213941
## trt.adjCZH1261 0.1089430 0.1092262 0.1112629
## trt.adjCZH1270 0.1082712 0.1088885 0.1109701
## trt.adjCZH132117 0.1090796 0.1092956 0.1111111
## trt.adjCZH132118 0.1082324 0.1102961 0.1101380
## trt.adjCZH132119 0.1090678 0.1099711 0.1094383
## trt.adjCZH132163 0.1092558 0.1093924 0.1093425
## trt.adjCZH132169 0.1214227 0.1100514 0.1084458
## trt.adjCZH142020 0.1101205 0.1100618 0.1216211
## trt.adjCZH142055 0.1103277 0.1102192 0.1083374
## trt.adjCZH142056 0.1094048 0.1100200 0.1102108
## trt.adjCZH142060 0.1101353 0.1090282 0.1092059
## trt.adjCZH15002 0.1091555 0.1103649 0.1102879
## trt.adjCZH15013 0.1099073 0.1093525 0.1109097
## trt.adjCZH15017 0.1084666 0.1092747 0.1101902
## trt.adjCZH15183 0.1111219 0.1094842 0.1091245
## trt.adjCZH15185 0.1090270 0.1099673 0.1214628
## trt.adjCZH15188 0.2832819 0.1231650 0.1091956
## trt.adjCZH15212 0.1231650 0.2835583 0.1101777
## trt.adjCZH15343 0.1091956 0.1101777 0.2813306
## trt.adjCZH15467 0.1100162 0.1083448 0.1100160
## trt.adjCZH15572 0.1092049 0.1214957 0.1102207
## trt.adjCZH15575 0.1102270 0.1091970 0.1100576
## trt.adjCZH15603 0.1093593 0.1092268 0.1093171
## trt.adjCZH16048 0.1236484 0.1235514 0.1090964
## trt.adjCZH16333 0.1213833 0.1093681 0.1100315
## trt.adjCZH16334 0.1094275 0.1109923 0.1091599
## trt.adjCZH16335 0.1084538 0.1101632 0.1093997
## trt.adjCZH16340 0.1214501 0.1101036 0.1099914
## trt.adjCZH16374 0.1092278 0.1092539 0.1100253
## trt.adjCZH16389 0.1090297 0.1089356 0.1101984
## trt.adjCZH99014 0.1100884 0.1083304 0.1090172
## trt.adjCZH99015 0.1102419 0.1081361 0.1101668
## trt.adjCZH99019 0.1101635 0.1100270 0.1213306
## trt.adjCZH15467 trt.adjCZH15572 trt.adjCZH15575
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## trt.adjCZH00013 0.1092060 0.1092122 0.1093148
## trt.adjCZH00020 0.1101316 0.1111348 0.1099011
## trt.adjCZH01006 0.1111180 0.1092405 0.1102012
## trt.adjCZH01008 0.1091517 0.1094523 0.1083680
## trt.adjCZH02004 0.1092867 0.1091429 0.1090858
## trt.adjCZH02006 0.1102764 0.1092780 0.1110625
## trt.adjCZH02008 0.1101333 0.1091016 0.1084858
## trt.adjCZH03002 0.1100350 0.1215522 0.1092649
## trt.adjCZH03005 0.1101486 0.1108810 0.1100004
## trt.adjCZH03006 0.1092549 0.1100633 0.1093128
## trt.adjCZH04001 0.1212373 0.1094289 0.1103234
## trt.adjCZH04005 0.1099106 0.1091507 0.1080746
## trt.adjCZH04007 0.1093573 0.1103785 0.1103182
## trt.adjCZH0524 0.1103255 0.1109426 0.1217652
## trt.adjCZH0526 0.1110237 0.1092710 0.1093432
## trt.adjCZH0527 0.1085295 0.1213966 0.1101995
## trt.adjCZH0528 0.1213080 0.1092668 0.1215283
## trt.adjCZH0615 0.1212445 0.1101128 0.1214005
## trt.adjCZH0623 0.1111004 0.1102404 0.1112955
## trt.adjCZH0629 0.1215125 0.1091626 0.1102036
## trt.adjCZH0728 0.1094259 0.1102054 0.1093458
## trt.adjCZH0733 0.1092721 0.1102772 0.1090379
## trt.adjCZH0735 0.1214828 0.1092562 0.1102673
## trt.adjCZH0836 0.1109996 0.1093016 0.1241873
## trt.adjCZH088 0.1091713 0.1102849 0.1089453
## trt.adjCZH089 0.1100256 0.1093817 0.1090117
## trt.adjCZH0928 0.1093092 0.1083090 0.1082494
## trt.adjCZH0932 0.1102276 0.1091293 0.1100460
## trt.adjCZH0935 0.1103780 0.1212949 0.1104082
## trt.adjCZH0946 0.1103829 0.1099741 0.1234175
## trt.adjCZH1032 0.1110523 0.1090408 0.1095377
## trt.adjCZH1033 0.1100179 0.1108628 0.1109396
## trt.adjCZH1036 0.1216955 0.1092718 0.1094284
## trt.adjCZH1122 0.1101039 0.1092570 0.1099360
## trt.adjCZH1123 0.1088539 0.1109766 0.1090503
## trt.adjCZH1134 0.1102245 0.1111105 0.1215816
## trt.adjCZH1243 0.1215029 0.1098787 0.1101428
## trt.adjCZH1258 0.1091617 0.1093903 0.1088851
## trt.adjCZH1261 0.1093356 0.1102748 0.1092777
## trt.adjCZH1270 0.1101746 0.1214702 0.1094130
## trt.adjCZH132117 0.1091422 0.1094113 0.1090149
## trt.adjCZH132118 0.1091711 0.1102562 0.1090895
## trt.adjCZH132119 0.1102934 0.1214223 0.1094885
## trt.adjCZH132163 0.1214199 0.1093051 0.1091727
## trt.adjCZH132169 0.1111841 0.1092623 0.1112018
## trt.adjCZH142020 0.1092935 0.1093654 0.1094735
## trt.adjCZH142055 0.1082925 0.1215146 0.1099750
## trt.adjCZH142056 0.1102310 0.1214180 0.1223889
## trt.adjCZH142060 0.1214665 0.1084077 0.1100532
## trt.adjCZH15002 0.1112089 0.1108980 0.1101844
## trt.adjCZH15013 0.1092048 0.1102210 0.1091909
## trt.adjCZH15017 0.1090678 0.1101978 0.1091337
## trt.adjCZH15183 0.1091440 0.1102277 0.1083695
## trt.adjCZH15185 0.1085238 0.1213945 0.1090974
## trt.adjCZH15188 0.1100162 0.1092049 0.1102270
## trt.adjCZH15212 0.1083448 0.1214957 0.1091970
## trt.adjCZH15343 0.1100160 0.1102207 0.1100576
## trt.adjCZH15467 0.2813357 0.1084384 0.1216034
## trt.adjCZH15572 0.1084384 0.2813023 0.1093935
## trt.adjCZH15575 0.1216034 0.1093935 0.2835525
## trt.adjCZH15603 0.1091674 0.1213630 0.1099816
## trt.adjCZH16048 0.1081060 0.1100672 0.1080188
## trt.adjCZH16333 0.1216743 0.1092295 0.1233723
## trt.adjCZH16334 0.1101890 0.1099947 0.1101215
## trt.adjCZH16335 0.1099351 0.1213038 0.1099603
## trt.adjCZH16340 0.1099733 0.1093321 0.1083604
## trt.adjCZH16374 0.1102588 0.1092705 0.1101246
## trt.adjCZH16389 0.1214311 0.1102116 0.1101245
## trt.adjCZH99014 0.1103263 0.1101104 0.1233626
## trt.adjCZH99015 0.1091605 0.1090856 0.1090792
## trt.adjCZH99019 0.1102257 0.1100901 0.1213880
## trt.adjCZH15603 trt.adjCZH16048 trt.adjCZH16333
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## trt.adjCZH00013 0.1118442 0.1110692 0.1094562
## trt.adjCZH00020 0.1092929 0.1092707 0.1101965
## trt.adjCZH01006 0.1100136 0.1102277 0.1100347
## trt.adjCZH01008 0.1102293 0.1092173 0.1089668
## trt.adjCZH02004 0.1103294 0.1092566 0.1101478
## trt.adjCZH02006 0.1092459 0.1101445 0.1214644
## trt.adjCZH02008 0.1110289 0.1101880 0.1101332
## trt.adjCZH03002 0.1098783 0.1100847 0.1101334
## trt.adjCZH03005 0.1215441 0.1103792 0.1092425
## trt.adjCZH03006 0.1104202 0.1093473 0.1091966
## trt.adjCZH04001 0.1092200 0.1091040 0.1108808
## trt.adjCZH04005 0.1102660 0.1237898 0.1082944
## trt.adjCZH04007 0.1083831 0.1091093 0.1094970
## trt.adjCZH0524 0.1090064 0.1079384 0.1119923
## trt.adjCZH0526 0.1091780 0.1099796 0.1101589
## trt.adjCZH0527 0.1090634 0.1092250 0.1094226
## trt.adjCZH0528 0.1214205 0.1093769 0.1213634
## trt.adjCZH0615 0.1109083 0.1092265 0.1213031
## trt.adjCZH0623 0.1089840 0.1078277 0.1217410
## trt.adjCZH0629 0.1090756 0.1090831 0.1102301
## trt.adjCZH0728 0.1091902 0.1081884 0.1092379
## trt.adjCZH0733 0.1093401 0.1080179 0.1083257
## trt.adjCZH0735 0.1091168 0.1090067 0.1111465
## trt.adjCZH0836 0.1094039 0.1100604 0.1223636
## trt.adjCZH088 0.1102116 0.1111881 0.1083812
## trt.adjCZH089 0.1101895 0.1105068 0.1089999
## trt.adjCZH0928 0.1094434 0.1235013 0.1092352
## trt.adjCZH0932 0.1101490 0.1081184 0.1214619
## trt.adjCZH0935 0.1089642 0.1078893 0.1095919
## trt.adjCZH0946 0.1083288 0.1081445 0.1104443
## trt.adjCZH1032 0.1083503 0.1090955 0.1101285
## trt.adjCZH1033 0.1223176 0.1093463 0.1101796
## trt.adjCZH1036 0.1082789 0.1091116 0.1110944
## trt.adjCZH1122 0.1091739 0.1235545 0.1100548
## trt.adjCZH1123 0.1121001 0.1236481 0.1089788
## trt.adjCZH1134 0.1099150 0.1090138 0.1111388
## trt.adjCZH1243 0.1101208 0.1093369 0.1094668
## trt.adjCZH1258 0.1101254 0.1235073 0.1089281
## trt.adjCZH1261 0.1091378 0.1089475 0.1090848
## trt.adjCZH1270 0.1100457 0.1080637 0.1083779
## trt.adjCZH132117 0.1109706 0.1093024 0.1091830
## trt.adjCZH132118 0.1102330 0.1094671 0.1089833
## trt.adjCZH132119 0.1099576 0.1080676 0.1100513
## trt.adjCZH132163 0.1092460 0.1091979 0.1100075
## trt.adjCZH132169 0.1091987 0.1100295 0.1215514
## trt.adjCZH142020 0.1092521 0.1091508 0.1102147
## trt.adjCZH142055 0.1235031 0.1236023 0.1092337
## trt.adjCZH142056 0.1212897 0.1089538 0.1223360
## trt.adjCZH142060 0.1084026 0.1091011 0.1102311
## trt.adjCZH15002 0.1090898 0.1080168 0.1215840
## trt.adjCZH15013 0.1214962 0.1103290 0.1091528
## trt.adjCZH15017 0.1215251 0.1103070 0.1089932
## trt.adjCZH15183 0.1225346 0.1237884 0.1091676
## trt.adjCZH15185 0.1102395 0.1090998 0.1083490
## trt.adjCZH15188 0.1093593 0.1236484 0.1213833
## trt.adjCZH15212 0.1092268 0.1235514 0.1093681
## trt.adjCZH15343 0.1093171 0.1090964 0.1100315
## trt.adjCZH15467 0.1091674 0.1081060 0.1216743
## trt.adjCZH15572 0.1213630 0.1100672 0.1092295
## trt.adjCZH15575 0.1099816 0.1080188 0.1233723
## trt.adjCZH15603 0.2815953 0.1105284 0.1099742
## trt.adjCZH16048 0.1105284 0.2874751 0.1089612
## trt.adjCZH16333 0.1099742 0.1089612 0.2815800
## trt.adjCZH16334 0.1100134 0.1102035 0.1092869
## trt.adjCZH16335 0.1216651 0.1103229 0.1099391
## trt.adjCZH16340 0.1214918 0.1114624 0.1091937
## trt.adjCZH16374 0.1089702 0.1099662 0.1086986
## trt.adjCZH16389 0.1091765 0.1079302 0.1100596
## trt.adjCZH99014 0.1110670 0.1092108 0.1103924
## trt.adjCZH99015 0.1216996 0.1093822 0.1101671
## trt.adjCZH99019 0.1091809 0.1089897 0.1103776
## trt.adjCZH16334 trt.adjCZH16335 trt.adjCZH16340
## trt.adjCZH00011 0.1101711 0.1102899 0.1102022
## trt.adjCZH00013 0.1086989 0.1101715 0.1215202
## trt.adjCZH00020 0.1102141 0.1215700 0.1091430
## trt.adjCZH01006 0.1222460 0.1102641 0.1101423
## trt.adjCZH01008 0.1092198 0.1093488 0.1102099
## trt.adjCZH02004 0.1091653 0.1093829 0.1214954
## trt.adjCZH02006 0.1100127 0.1090745 0.1099568
## trt.adjCZH02008 0.1214607 0.1213643 0.1111919
## trt.adjCZH03002 0.1094804 0.1112005 0.1091408
## trt.adjCZH03005 0.1102400 0.1111750 0.1213291
## trt.adjCZH03006 0.1095265 0.1102958 0.1102400
## trt.adjCZH04001 0.1092644 0.1084222 0.1101397
## trt.adjCZH04005 0.1223797 0.1215989 0.1217047
## trt.adjCZH04007 0.1212773 0.1100077 0.1091802
## trt.adjCZH0524 0.1091084 0.1090635 0.1089680
## trt.adjCZH0526 0.1108771 0.1092310 0.1100556
## trt.adjCZH0527 0.1212834 0.1100912 0.1084412
## trt.adjCZH0528 0.1213903 0.1111078 0.1102070
## trt.adjCZH0615 0.1101730 0.1216076 0.1093173
## trt.adjCZH0623 0.1090207 0.1091073 0.1091784
## trt.adjCZH0629 0.1101793 0.1090092 0.1099454
## trt.adjCZH0728 0.1212313 0.1099913 0.1099327
## trt.adjCZH0733 0.1089694 0.1090799 0.1099399
## trt.adjCZH0735 0.1092232 0.1091259 0.1211912
## trt.adjCZH0836 0.1093930 0.1083719 0.1099595
## trt.adjCZH088 0.1108806 0.1102249 0.1213291
## trt.adjCZH089 0.1223772 0.1111176 0.1214603
## trt.adjCZH0928 0.1103263 0.1103050 0.1103212
## trt.adjCZH0932 0.1093135 0.1101295 0.1094738
## trt.adjCZH0935 0.1091774 0.1089172 0.1090363
## trt.adjCZH0946 0.1214105 0.1091121 0.1082797
## trt.adjCZH1032 0.1101600 0.1085247 0.1084948
## trt.adjCZH1033 0.1091982 0.1102101 0.1102533
## trt.adjCZH1036 0.1101835 0.1101699 0.1091852
## trt.adjCZH1122 0.1216127 0.1093627 0.1102858
## trt.adjCZH1123 0.1084464 0.1094864 0.1112916
## trt.adjCZH1134 0.1093123 0.1099285 0.1090701
## trt.adjCZH1243 0.1222291 0.1213624 0.1109244
## trt.adjCZH1258 0.1095996 0.1111211 0.1101468
## trt.adjCZH1261 0.1091910 0.1091785 0.1083511
## trt.adjCZH1270 0.1099234 0.1098595 0.1092255
## trt.adjCZH132117 0.1100718 0.1213528 0.1102058
## trt.adjCZH132118 0.1102857 0.1215438 0.1094115
## trt.adjCZH132119 0.1092495 0.1091680 0.1092160
## trt.adjCZH132163 0.1109757 0.1093250 0.1212230
## trt.adjCZH132169 0.1093120 0.1084258 0.1092577
## trt.adjCZH142020 0.1099300 0.1093089 0.1093162
## trt.adjCZH142055 0.1091930 0.1215206 0.1112156
## trt.adjCZH142056 0.1091956 0.1212224 0.1091608
## trt.adjCZH142060 0.1102019 0.1092183 0.1093330
## trt.adjCZH15002 0.1093392 0.1102245 0.1090589
## trt.adjCZH15013 0.1092701 0.1101095 0.1214967
## trt.adjCZH15017 0.1092856 0.1102854 0.1102264
## trt.adjCZH15183 0.1093830 0.1109560 0.1217819
## trt.adjCZH15185 0.1084262 0.1092075 0.1101128
## trt.adjCZH15188 0.1094275 0.1084538 0.1214501
## trt.adjCZH15212 0.1109923 0.1101632 0.1101036
## trt.adjCZH15343 0.1091599 0.1093997 0.1099914
## trt.adjCZH15467 0.1101890 0.1099351 0.1099733
## trt.adjCZH15572 0.1099947 0.1213038 0.1093321
## trt.adjCZH15575 0.1101215 0.1099603 0.1083604
## trt.adjCZH15603 0.1100134 0.1216651 0.1214918
## trt.adjCZH16048 0.1102035 0.1103229 0.1114624
## trt.adjCZH16333 0.1092869 0.1099391 0.1091937
## trt.adjCZH16334 0.2815028 0.1214299 0.1102073
## trt.adjCZH16335 0.1214299 0.2813335 0.1102846
## trt.adjCZH16340 0.1102073 0.1102846 0.2813293
## trt.adjCZH16374 0.1101586 0.1091496 0.1084278
## trt.adjCZH16389 0.1085045 0.1083069 0.1091636
## trt.adjCZH99014 0.1108861 0.1101282 0.1100662
## trt.adjCZH99015 0.1100561 0.1110763 0.1111163
## trt.adjCZH99019 0.1092517 0.1091240 0.1091844
## trt.adjCZH16374 trt.adjCZH16389 trt.adjCZH99014
## trt.adjCZH00011 0.1093229 0.1090696 0.1101993
## trt.adjCZH00013 0.1084267 0.1091040 0.1213815
## trt.adjCZH00020 0.1091067 0.1090702 0.1082543
## trt.adjCZH01006 0.1102150 0.1101042 0.1217176
## trt.adjCZH01008 0.1109648 0.1095823 0.1092813
## trt.adjCZH02004 0.1092894 0.1092847 0.1091805
## trt.adjCZH02006 0.1108815 0.1110093 0.1094212
## trt.adjCZH02008 0.1101224 0.1090863 0.1092280
## trt.adjCZH03002 0.1091964 0.1084506 0.1089974
## trt.adjCZH03005 0.1092090 0.1094212 0.1214303
## trt.adjCZH03006 0.1108607 0.1090076 0.1215219
## trt.adjCZH04001 0.1093176 0.1214686 0.1093484
## trt.adjCZH04005 0.1094278 0.1089062 0.1092013
## trt.adjCZH04007 0.1093016 0.1100617 0.1090768
## trt.adjCZH0524 0.1109547 0.1103488 0.1092758
## trt.adjCZH0526 0.1222226 0.1110761 0.1083800
## trt.adjCZH0527 0.1101400 0.1095315 0.1092955
## trt.adjCZH0528 0.1100608 0.1098762 0.1112008
## trt.adjCZH0615 0.1099418 0.1091416 0.1101317
## trt.adjCZH0623 0.1094195 0.1094538 0.1083998
## trt.adjCZH0629 0.1222370 0.1216457 0.1094185
## trt.adjCZH0728 0.1102073 0.1111253 0.1092031
## trt.adjCZH0733 0.1103238 0.1235016 0.1092369
## trt.adjCZH0735 0.1101203 0.1093057 0.1100081
## trt.adjCZH0836 0.1092482 0.1100957 0.1233785
## trt.adjCZH088 0.1093246 0.1100460 0.1083540
## trt.adjCZH089 0.1101879 0.1090282 0.1101569
## trt.adjCZH0928 0.1100721 0.1090728 0.1100580
## trt.adjCZH0932 0.1100960 0.1084188 0.1092233
## trt.adjCZH0935 0.1216131 0.1112369 0.1100686
## trt.adjCZH0946 0.1214398 0.1095760 0.1232205
## trt.adjCZH1032 0.1222897 0.1100699 0.1110005
## trt.adjCZH1033 0.1092179 0.1213609 0.1216771
## trt.adjCZH1036 0.1101008 0.1098994 0.1100400
## trt.adjCZH1122 0.1214625 0.1083999 0.1092846
## trt.adjCZH1123 0.1091981 0.1092275 0.1101662
## trt.adjCZH1134 0.1093510 0.1215203 0.1100239
## trt.adjCZH1243 0.1095179 0.1100099 0.1214914
## trt.adjCZH1258 0.1212799 0.1091229 0.1090904
## trt.adjCZH1261 0.1215528 0.1234122 0.1092109
## trt.adjCZH1270 0.1103020 0.1243367 0.1214183
## trt.adjCZH132117 0.1092663 0.1093181 0.1092566
## trt.adjCZH132118 0.1212891 0.1091175 0.1093329
## trt.adjCZH132119 0.1102240 0.1234433 0.1099648
## trt.adjCZH132163 0.1101709 0.1223000 0.1084298
## trt.adjCZH132169 0.1094655 0.1215823 0.1111714
## trt.adjCZH142020 0.1093858 0.1102081 0.1090976
## trt.adjCZH142055 0.1083728 0.1089212 0.1216226
## trt.adjCZH142056 0.1091838 0.1092974 0.1101502
## trt.adjCZH142060 0.1222911 0.1093470 0.1100322
## trt.adjCZH15002 0.1092983 0.1101429 0.1082262
## trt.adjCZH15013 0.1085237 0.1101022 0.1102535
## trt.adjCZH15017 0.1212292 0.1101863 0.1093509
## trt.adjCZH15183 0.1098726 0.1091549 0.1101606
## trt.adjCZH15185 0.1108889 0.1113981 0.1091972
## trt.adjCZH15188 0.1092278 0.1090297 0.1100884
## trt.adjCZH15212 0.1092539 0.1089356 0.1083304
## trt.adjCZH15343 0.1100253 0.1101984 0.1090172
## trt.adjCZH15467 0.1102588 0.1214311 0.1103263
## trt.adjCZH15572 0.1092705 0.1102116 0.1101104
## trt.adjCZH15575 0.1101246 0.1101245 0.1233626
## trt.adjCZH15603 0.1089702 0.1091765 0.1110670
## trt.adjCZH16048 0.1099662 0.1079302 0.1092108
## trt.adjCZH16333 0.1086986 0.1100596 0.1103924
## trt.adjCZH16334 0.1101586 0.1085045 0.1108861
## trt.adjCZH16335 0.1091496 0.1083069 0.1101282
## trt.adjCZH16340 0.1084278 0.1091636 0.1100662
## trt.adjCZH16374 0.2815067 0.1103004 0.1093333
## trt.adjCZH16389 0.1103004 0.2835562 0.1101368
## trt.adjCZH99014 0.1093333 0.1101368 0.2833101
## trt.adjCZH99015 0.1091578 0.1090685 0.1100302
## trt.adjCZH99019 0.1214852 0.1103752 0.1092618
## trt.adjCZH99015 trt.adjCZH99019
## trt.adjCZH00011 0.1082823 0.1083343
## trt.adjCZH00013 0.1233751 0.1092214
## trt.adjCZH00020 0.1090470 0.1092491
## trt.adjCZH01006 0.1099844 0.1091555
## trt.adjCZH01008 0.1110291 0.1108653
## trt.adjCZH02004 0.1242680 0.1214520
## trt.adjCZH02006 0.1101025 0.1102465
## trt.adjCZH02008 0.1234033 0.1100887
## trt.adjCZH03002 0.1082359 0.1092013
## trt.adjCZH03005 0.1094605 0.1091735
## trt.adjCZH03006 0.1111355 0.1091669
## trt.adjCZH04001 0.1090209 0.1094345
## trt.adjCZH04005 0.1103556 0.1082879
## trt.adjCZH04007 0.1090230 0.1102122
## trt.adjCZH0524 0.1091817 0.1217434
## trt.adjCZH0526 0.1092270 0.1213914
## trt.adjCZH0527 0.1089178 0.1095248
## trt.adjCZH0528 0.1213892 0.1099988
## trt.adjCZH0615 0.1100643 0.1099780
## trt.adjCZH0623 0.1100109 0.1113079
## trt.adjCZH0629 0.1091441 0.1103074
## trt.adjCZH0728 0.1091722 0.1102149
## trt.adjCZH0733 0.1101951 0.1215235
## trt.adjCZH0735 0.1102234 0.1110752
## trt.adjCZH0836 0.1084197 0.1093499
## trt.adjCZH088 0.1092630 0.1099848
## trt.adjCZH089 0.1093445 0.1089422
## trt.adjCZH0928 0.1216479 0.1083344
## trt.adjCZH0932 0.1234961 0.1111195
## trt.adjCZH0935 0.1083299 0.1113692
## trt.adjCZH0946 0.1082313 0.1102852
## trt.adjCZH1032 0.1101370 0.1102166
## trt.adjCZH1033 0.1222997 0.1093280
## trt.adjCZH1036 0.1091520 0.1092519
## trt.adjCZH1122 0.1091194 0.1211986
## trt.adjCZH1123 0.1093080 0.1091163
## trt.adjCZH1134 0.1091013 0.1213533
## trt.adjCZH1243 0.1095296 0.1092763
## trt.adjCZH1258 0.1101448 0.1097886
## trt.adjCZH1261 0.1098864 0.1110451
## trt.adjCZH1270 0.1084552 0.1103950
## trt.adjCZH132117 0.1216743 0.1092572
## trt.adjCZH132118 0.1100792 0.1091458
## trt.adjCZH132119 0.1090165 0.1110056
## trt.adjCZH132163 0.1084438 0.1094510
## trt.adjCZH132169 0.1100435 0.1094249
## trt.adjCZH142020 0.1214214 0.1101502
## trt.adjCZH142055 0.1110996 0.1089997
## trt.adjCZH142056 0.1102392 0.1214006
## trt.adjCZH142060 0.1095249 0.1214222
## trt.adjCZH15002 0.1091246 0.1102337
## trt.adjCZH15013 0.1100615 0.1091568
## trt.adjCZH15017 0.1215026 0.1101395
## trt.adjCZH15183 0.1102560 0.1091118
## trt.adjCZH15185 0.1100871 0.1215437
## trt.adjCZH15188 0.1102419 0.1101635
## trt.adjCZH15212 0.1081361 0.1100270
## trt.adjCZH15343 0.1101668 0.1213306
## trt.adjCZH15467 0.1091605 0.1102257
## trt.adjCZH15572 0.1090856 0.1100901
## trt.adjCZH15575 0.1090792 0.1213880
## trt.adjCZH15603 0.1216996 0.1091809
## trt.adjCZH16048 0.1093822 0.1089897
## trt.adjCZH16333 0.1101671 0.1103776
## trt.adjCZH16334 0.1100561 0.1092517
## trt.adjCZH16335 0.1110763 0.1091240
## trt.adjCZH16340 0.1111163 0.1091844
## trt.adjCZH16374 0.1091578 0.1214852
## trt.adjCZH16389 0.1090685 0.1103752
## trt.adjCZH99014 0.1100302 0.1092618
## trt.adjCZH99015 0.2835665 0.1094364
## trt.adjCZH99019 0.1094364 0.2813147
##
## attr(,"class")
## [1] "group"summary(y)## Length Class Mode
## ANOVA 5 anova list
## method 1 -none- character
## parameters 7 data.frame list
## statistics 3 data.frame list
## model 18 lme list
## Fstat 1 data.frame list
## comparison 3 data.frame list
## means 10 data.frame list
## groups 2 data.frame list
## vartau 5184 -none- numericbar.group(y$groups,ylim=c(0,10),density=2,border="blue")
bar.err(y$means,variation="range",ylim=c(0,15),bar=FALSE,col=0)
library("ggpubr")## Warning: package 'ggpubr' was built under R version 3.5.3## Loading required package: magrittr#######
#gyd and ad
ggscatter(drought, x = "ad", y = "gyd",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "AD", ylab ="Maize Grain Yield")
##################################################
y=data.frame(gyd,ad,asi,ph,eh,epp,np,sen_1,sen_2)
cor(y)## gyd ad asi ph eh
## gyd 1.00000000 -0.121277486 -0.14934346 0.30502730 0.20612871
## ad -0.12127749 1.000000000 -0.15808792 -0.03436882 0.25034167
## asi -0.14934346 -0.158087917 1.00000000 0.06460114 -0.03278418
## ph 0.30502730 -0.034368818 0.06460114 1.00000000 0.57250542
## eh 0.20612871 0.250341675 -0.03278418 0.57250542 1.00000000
## epp 0.54167398 -0.083917678 -0.08446049 0.15165605 0.11479335
## np 0.29983552 -0.152228978 0.21534340 0.18910208 0.05218058
## sen_1 0.01020824 0.141641702 -0.04462468 0.14654508 0.09430851
## sen_2 -0.09918872 -0.007506792 -0.03649726 -0.12738147 -0.07753249
## epp np sen_1 sen_2
## gyd 0.541673975 0.29983552 0.01020824 -0.099188721
## ad -0.083917678 -0.15222898 0.14164170 -0.007506792
## asi -0.084460491 0.21534340 -0.04462468 -0.036497256
## ph 0.151656045 0.18910208 0.14654508 -0.127381473
## eh 0.114793349 0.05218058 0.09430851 -0.077532489
## epp 1.000000000 0.05108193 0.02358740 0.002121865
## np 0.051081930 1.00000000 -0.06076623 -0.020638043
## sen_1 0.023587400 -0.06076623 1.00000000 -0.014608427
## sen_2 0.002121865 -0.02063804 -0.01460843 1.000000000plot(y)
############################################
##gyd and asi
ggscatter(drought, x = "asi", y = "gyd",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "ASI", ylab ="Maize Grain Yield")
####################################################
##gyd and ph
ggscatter(drought, x = "ph", y = "gyd",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "PH", ylab ="Maize Grain Yield")
#######################################################
###gyd and eh
ggscatter(drought, x = "eh", y = "gyd",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "EH", ylab ="Maize Grain Yield")
#################################################################
###gyd and epp
ggscatter(drought, x = "epp", y = "gyd",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "EPP", ylab ="Maize Grain Yield")
#######################################################################
####gyd and np
ggscatter(drought, x = "np", y = "gyd",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "NP", ylab ="Maize Grain Yield")
####################################################################
##gyd and sen1
ggscatter(drought, x = "sen_1", y = "gyd",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "SEN_1", ylab ="Maize Grain Yield")
#####################################################################
### gyd and SEN2
ggscatter(drought, x = "sen_2", y = "gyd",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "SEN2", ylab ="Maize Grain Yield")
#####################################################################
#####################################################################
### ad and asi
ggscatter(drought, x = "ad", y = "asi",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "AD", ylab ="ASI")
####################################################################
####ad and ph
ggscatter(drought, x = "ad", y = "ph",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "AD", ylab ="PH")
#####################################################################
#### ad and eh
ggscatter(drought, x = "ad", y = "eh",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "AD", ylab ="EH")
##################################################################
### ad and epp
ggscatter(drought, x = "ad", y = "epp",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "AD", ylab ="EPP")
###################################################################
##ad and np
ggscatter(drought, x = "ad", y = "np",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "AD", ylab ="NP")
###################################################################
## ad and sen_1
ggscatter(drought, x = "ad", y = "sen_1",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "AD", ylab ="SEN_1")
#################################################################
## ad and sen_2
ggscatter(drought, x = "ad", y = "sen_2",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "AD", ylab ="SEN_2")
#################################################################
### ph and eh
ggscatter(drought, x = "ph", y = "eh",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "PH", ylab ="EH")
##############################################################
## ph and epp
ggscatter(drought, x = "ph", y = "epp",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "PH", ylab ="EPP")
##################################################################
##ph and np
ggscatter(drought, x = "ph", y = "np",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "PH", ylab ="NP")
##################################################################
##
ggscatter(drought, x = "ph", y = "sen_1",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "PH", ylab ="SEN_1")
#################################################################
####
ggscatter(drought, x = "ph", y = "sen_2",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "PH", ylab ="SEN_2")
#
fd <- ggplot(drought,aes(x=year,y=gyd)) +
geom_point(na.rm=TRUE, color="black", size=2) +
ggtitle("Maize grain yield of different Hybrids") +
xlab("Year") + ylab("Grain Yield ")
# render the plot
trend <- fd+ stat_smooth(colour="green")
trend## `geom_smooth()` using method = 'loess' and formula 'y ~ x'
Heat and Drought comparison
library(readr)
gg_drought <- read_csv("~/Jihad/gg_drought.csv")## Parsed with column specification:
## cols(
## rank = col_double(),
## pedigree = col_character(),
## year = col_double(),
## gyd = col_double(),
## ad = col_double(),
## asi = col_double(),
## ph = col_double(),
## eh = col_double(),
## epp = col_double(),
## np = col_double(),
## sen1 = col_double(),
## sen2 = col_double()
## )View(gg_drought)
attach(gg_drought)## The following objects are masked _by_ .GlobalEnv:
##
## pedigree, year## The following objects are masked from drought:
##
## ad, asi, eh, epp, gyd, np, pedigree, ph, yeargg_heat <- read_csv("~/Jihad/gg_heat.csv")## Parsed with column specification:
## cols(
## rank = col_double(),
## pedigree = col_character(),
## year = col_double(),
## gyd = col_double(),
## ad = col_double(),
## asi = col_double(),
## ph = col_double(),
## eh = col_double(),
## epp = col_double(),
## np = col_double()
## )View(gg_heat)
attach(gg_heat)## The following objects are masked _by_ .GlobalEnv:
##
## pedigree, year## The following objects are masked from gg_drought:
##
## ad, asi, eh, epp, gyd, np, pedigree, ph, rank, year## The following objects are masked from drought:
##
## ad, asi, eh, epp, gyd, np, pedigree, ph, year## drought
ggscatter(gg_drought, x = "year", y = "ad",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Anthesis date (days)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggd<-lm(ad~year,data=gg_drought)
summary(ggd)##
## Call:
## lm(formula = ad ~ year, data = gg_drought)
##
## Residuals:
## Min 1Q Median 3Q Max
## -7.6453 -1.2075 -0.1672 1.3220 7.4543
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 142.41867 115.12154 1.237 0.220
## year -0.03292 0.05729 -0.575 0.567
##
## Residual standard error: 2.63 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.004694, Adjusted R-squared: -0.009525
## F-statistic: 0.3301 on 1 and 70 DF, p-value: 0.5674anova(ggd)## Analysis of Variance Table
##
## Response: ad
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 2.28 2.2833 0.3301 0.5674
## Residuals 70 484.13 6.9161#######################################################################
ggscatter(gg_drought, x = "year", y = "asi",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Anthesis silking interval (days)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggd<-lm(asi~year,data=gg_drought)
summary(ggd)##
## Call:
## lm(formula = asi ~ year, data = gg_drought)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.6637 -0.6328 -0.1388 0.4075 3.3672
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -61.21229 43.08573 -1.421 0.160
## year 0.03086 0.02144 1.439 0.155
##
## Residual standard error: 0.9843 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.02873, Adjusted R-squared: 0.01486
## F-statistic: 2.071 on 1 and 70 DF, p-value: 0.1546anova(ggd)## Analysis of Variance Table
##
## Response: asi
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 2.006 2.00596 2.0706 0.1546
## Residuals 70 67.813 0.96876######################################################################
ggscatter(gg_drought, x = "year", y = "ph",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Plant height (cm)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggd<-lm(ph~year,data=gg_drought)
summary(ggd)##
## Call:
## lm(formula = ph ~ year, data = gg_drought)
##
## Residuals:
## Min 1Q Median 3Q Max
## -37.719 -5.986 -0.051 5.423 19.831
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -724.4652 442.4929 -1.637 0.1061
## year 0.4607 0.2202 2.092 0.0401 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 10.11 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.05883, Adjusted R-squared: 0.04539
## F-statistic: 4.376 on 1 and 70 DF, p-value: 0.04008anova(ggd)## Analysis of Variance Table
##
## Response: ph
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 447.1 447.10 4.3757 0.04008 *
## Residuals 70 7152.5 102.18
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1#######################################################################
ggscatter(gg_drought, x = "year", y = "eh",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Ear height (cm)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggd<-lm(eh~year,data=gg_drought)
summary(ggd)##
## Call:
## lm(formula = eh ~ year, data = gg_drought)
##
## Residuals:
## Min 1Q Median 3Q Max
## -34.194 -6.976 -1.056 8.255 25.407
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -406.6962 493.9223 -0.823 0.413
## year 0.2537 0.2458 1.032 0.306
##
## Residual standard error: 11.28 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.01499, Adjusted R-squared: 0.0009151
## F-statistic: 1.065 on 1 and 70 DF, p-value: 0.3056anova(ggd)## Analysis of Variance Table
##
## Response: eh
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 135.6 135.59 1.065 0.3056
## Residuals 70 8911.8 127.31######################################################################
ggscatter(gg_drought, x = "year", y = "epp",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Ears per plant")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggd<-lm(epp~year,data=gg_drought)
summary(ggd)##
## Call:
## lm(formula = epp ~ year, data = gg_drought)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.116421 -0.047180 0.008642 0.041523 0.123328
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.284089 2.462668 -1.740 0.0863 .
## year 0.002531 0.001226 2.065 0.0426 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05626 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.05744, Adjusted R-squared: 0.04397
## F-statistic: 4.266 on 1 and 70 DF, p-value: 0.04259anova(ggd)## Analysis of Variance Table
##
## Response: epp
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 0.013501 0.0135008 4.2658 0.04259 *
## Residuals 70 0.221544 0.0031649
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1##########################################################################
ggscatter(gg_drought, x = "year", y = "np",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Number of plants")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggd<-lm(np~year,data=gg_drought)
summary(ggd)##
## Call:
## lm(formula = np ~ year, data = gg_drought)
##
## Residuals:
## Min 1Q Median 3Q Max
## -8.1026 -1.4404 0.3498 1.8480 4.6423
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 59.20873 108.67037 0.545 0.588
## year -0.01585 0.05408 -0.293 0.770
##
## Residual standard error: 2.482 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.001226, Adjusted R-squared: -0.01304
## F-statistic: 0.0859 on 1 and 70 DF, p-value: 0.7703anova(ggd)## Analysis of Variance Table
##
## Response: np
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 0.53 0.5294 0.0859 0.7703
## Residuals 70 431.39 6.1627########################################################################
ggscatter(gg_drought, x = "year", y = "sen1",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Senescence1 (1-10)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggd<-lm(sen1~year,data=gg_drought)
summary(ggd)##
## Call:
## lm(formula = sen1 ~ year, data = gg_drought)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.00501 -0.48689 -0.03567 0.40593 1.77750
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -66.52516 26.04290 -2.554 0.0128 *
## year 0.03374 0.01296 2.604 0.0113 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.5949 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.08828, Adjusted R-squared: 0.07526
## F-statistic: 6.778 on 1 and 70 DF, p-value: 0.01126anova(ggd)## Analysis of Variance Table
##
## Response: sen1
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 2.3991 2.39908 6.7782 0.01126 *
## Residuals 70 24.7757 0.35394
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1########################################################################
ggscatter(gg_drought, x = "year", y = "sen2",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Senescence2 (1-10)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggd<-lm(sen2~year,data=gg_drought)
summary(ggd)##
## Call:
## lm(formula = sen2 ~ year, data = gg_drought)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.37675 -0.12001 -0.03381 0.08801 0.61738
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 13.042904 8.313443 1.569 0.121
## year -0.005874 0.004137 -1.420 0.160
##
## Residual standard error: 0.1899 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.02799, Adjusted R-squared: 0.0141
## F-statistic: 2.016 on 1 and 70 DF, p-value: 0.1601anova(ggd)## Analysis of Variance Table
##
## Response: sen2
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 0.0727 0.072696 2.0156 0.1601
## Residuals 70 2.5247 0.036067#######################################################################Heat
## heat
ggscatter(gg_heat, x = "year", y = "ad",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Anthesis date (days)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggh<-lm(ad~year,data=gg_heat)
summary(ggh)##
## Call:
## lm(formula = ad ~ year, data = gg_heat)
##
## Residuals:
## Min 1Q Median 3Q Max
## -6.6711 -1.0304 0.2008 1.2796 4.9058
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.384e+01 1.035e+02 0.520 0.605
## year 9.009e-03 5.153e-02 0.175 0.862
##
## Residual standard error: 2.365 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.0004364, Adjusted R-squared: -0.01384
## F-statistic: 0.03056 on 1 and 70 DF, p-value: 0.8617anova(ggh)## Analysis of Variance Table
##
## Response: ad
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 0.17 0.1710 0.0306 0.8617
## Residuals 70 391.69 5.5956##########################################################################
#######################################################################
ggscatter(gg_heat, x = "year", y = "asi",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Anthesis silking interval (days)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggh<-lm(asi~year,data=gg_heat)
summary(ggh)##
## Call:
## lm(formula = asi ~ year, data = gg_heat)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.06570 -0.68058 0.02308 0.64942 1.98844
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 36.70959 42.85103 0.857 0.395
## year -0.01805 0.02133 -0.846 0.400
##
## Residual standard error: 0.9789 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.01013, Adjusted R-squared: -0.004013
## F-statistic: 0.7162 on 1 and 70 DF, p-value: 0.4003anova(ggh)## Analysis of Variance Table
##
## Response: asi
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 0.686 0.68632 0.7162 0.4003
## Residuals 70 67.076 0.95824######################################################################
ggscatter(gg_heat, x = "year", y = "ph",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Plant height (cm)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggh<-lm(ph~year,data=gg_heat)
summary(ggh)##
## Call:
## lm(formula = ph ~ year, data = gg_heat)
##
## Residuals:
## Min 1Q Median 3Q Max
## -34.838 -6.846 -0.576 8.541 30.823
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -417.3203 521.3291 -0.800 0.426
## year 0.3128 0.2595 1.205 0.232
##
## Residual standard error: 11.91 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.02034, Adjusted R-squared: 0.006341
## F-statistic: 1.453 on 1 and 70 DF, p-value: 0.2321anova(ggh)## Analysis of Variance Table
##
## Response: ph
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 206.1 206.09 1.4531 0.2321
## Residuals 70 9928.2 141.83#######################################################################
ggscatter(gg_heat, x = "year", y = "eh",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Ear height (cm)")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggh<-lm(eh~year,data=gg_heat)
summary(ggh)##
## Call:
## lm(formula = eh ~ year, data = gg_heat)
##
## Residuals:
## Min 1Q Median 3Q Max
## -21.237 -7.841 -3.322 6.451 24.895
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -179.4659 476.2718 -0.377 0.707
## year 0.1424 0.2370 0.601 0.550
##
## Residual standard error: 10.88 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.005128, Adjusted R-squared: -0.009085
## F-statistic: 0.3608 on 1 and 70 DF, p-value: 0.55anova(ggh)## Analysis of Variance Table
##
## Response: eh
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 42.7 42.707 0.3608 0.55
## Residuals 70 8286.2 118.375######################################################################
ggscatter(gg_heat, x = "year", y = "epp",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Ears per plant")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggh<-lm(epp~year,data=gg_heat)
summary(ggh)##
## Call:
## lm(formula = epp ~ year, data = gg_heat)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.090941 -0.014354 0.008535 0.020514 0.081168
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2.317367 1.643606 -1.41 0.1630
## year 0.001578 0.000818 1.93 0.0577 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03755 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.0505, Adjusted R-squared: 0.03694
## F-statistic: 3.723 on 1 and 70 DF, p-value: 0.05772anova(ggh)## Analysis of Variance Table
##
## Response: epp
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 0.005249 0.0052487 3.7231 0.05772 .
## Residuals 70 0.098683 0.0014098
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1##########################################################################
ggscatter(gg_heat, x = "year", y = "np",
add = "reg.line", conf.int = TRUE,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Release (Years)", ylab ="Number of plants")## Warning: Removed 6 rows containing non-finite values (stat_smooth).## Warning: Removed 6 rows containing non-finite values (stat_cor).## Warning: Removed 6 rows containing missing values (geom_point).
ggh<-lm(np~year,data=gg_heat)
summary(ggh)##
## Call:
## lm(formula = np ~ year, data = gg_heat)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.9083 -0.5453 0.0672 0.5612 3.6836
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 72.32001 38.61414 1.873 0.0653 .
## year -0.02807 0.01922 -1.461 0.1486
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.8821 on 70 degrees of freedom
## (6 observations deleted due to missingness)
## Multiple R-squared: 0.02958, Adjusted R-squared: 0.01572
## F-statistic: 2.134 on 1 and 70 DF, p-value: 0.1486anova(ggh)## Analysis of Variance Table
##
## Response: np
## Df Sum Sq Mean Sq F value Pr(>F)
## year 1 1.660 1.66039 2.1339 0.1486
## Residuals 70 54.468 0.77811########################################################################