# Single Species Multi Season
# Northern Spotted Owl (Strix occidentalis caurina) in California.
# s=55$ sites visited up to K=$ times per season between 1997 and 2001 ($Y=5$).
# Detection probabilities relatively constant within years, but likely different among years.
# Using JAGS
# 2018-08-17 Code contributed by Carl James Schwarz (cschwarz.stat.sfu.ca@gmail.com)
# Bayesian model using JAGS with COVARIATES for all effects
# You need to build the covariate matrix and send to JAGS
library("R2jags") # used for call to JAGS
## Loading required package: rjags
## Loading required package: coda
## Linked to JAGS 4.3.0
## Loaded modules: basemod,bugs
##
## Attaching package: 'R2jags'
## The following object is masked from 'package:coda':
##
## traceplot
library(coda)
library(ggplot2)
library(reshape2)
# The BUGS model is specified as a text file.
# The model file.
# The cat() command is used to save the model to the working directory.
# Notice that you CANNOT have any " (double quotes) in the bugs code
# between the start and end of the cat("...",) command.
# Inputs to the model are
# Nsites - number of sites
# Nyears - number of years (seasons)
# Nvisits - (max) number of visits over all sites.
# Nsites.visits - number of sites x number of visits (overall all years)
# if there is missing data (no visits), simply drop the corresponding row
# History - vector of 1 or 0 corresponding to Site-Visit pair
# Site - vector indicating which site the history value corresponds to
# Year - vector indicating which year the history value corresponds to
# Visit - vector indicating which visit the history value corresponds to
#
# psi - occupancy parameter
# p - detection probability
#
# *** The initial psi covariate matrix has 1 initial column with Site #
# Ncovar.psi - number of covariates for logit(psi)
# covar.psi - matrix of covariates (Nsites x N.covar.psi)
# *** ALL of the following covariate matrices have two initial columns with Site and Year values ****
# Ncovar.epsilon - number of covariates for logit(epsilon)
# covar.epsilon - matrix of covariates (Nsites x (Nyears-1) x N.covar.epsilon)
# Ncovar.gamma - number of covariates for logit(gamma)
# covar.gamma - matrix of covariates (Nsites x (Nyears-1) x N.covar.gamma)
# Npred.psi - number of predicted values needed for psi
# pred.covar.psi - matrix of covariates where you want predictions to occur
# Ncovar.p - number of covariates for logit(p)
# covar.p - matrix of covariates (Nsites.visits x N.covar.p)
#
cat(file="model.txt", "
############################################################
model {
# estimate the initial occupancy probabilities
for(i in 1:Nsites){
logit(psi[i,1]) = inprod(beta.psi[1:(Ncovar.psi-1)], covar.psi[i, 2:Ncovar.psi])
}
# estimate the extinction probabilities
for(i in 1:(Nsites*(Nyears-1))){
#epsilon[ site , year ] <- beta values covariates
logit(epsilon[ covar.epsilon[i,1], covar.epsilon[i,2]]) <- inprod(beta.epsilon[1:(Ncovar.epsilon-2)], covar.epsilon[i,3:Ncovar.epsilon])
}
# estimate the gamma probabilities
for(i in 1:(Nsites*(Nyears-1))){
#gamma[ site , year ] <- beta values covariates
logit(gamma[ covar.gamma[i,1], covar.gamma[i,2]]) <- inprod(beta.gamma[1:(Ncovar.gamma-2)], covar.gamma[i,3:Ncovar.gamma])
}
# project the psi forward for each site
for(i in 1:Nsites){
for(j in 2:Nyears){
psi[i,j] <- psi[i,j-1]*(1-epsilon[i,j-1]) + (1-psi[i,j-1])*gamma[i,j-1]
}
}
# set up the initial actual occupancy state model, i.e. is the site actually occupied or not
for(i in 1:Nsites){
z[i,1] ~ dbern(psi[i,1])
}
for(i in 1:Nsites){
for(j in 2:Nyears){
z[i,j] ~ dbern( z[i,j-1]*(1-epsilon[i,j-1]) + (1-z[i,j-1])*gamma[i,j-1])
}
}
# the observation model.
for(j in 1:Nsites.visits){
logit(p.detect[j]) <- inprod(beta.p[1:(Ncovar.p-2)], covar.p[j, 3:Ncovar.p])
p.z[j] <- z[Site[j],Year[j]]*p.detect[j]
History[j] ~ dbern(p.z[j])
}
# priors
#beta.psi[1] ~ dnorm(0, .01) # this is the intercept
for(i in 1:(Ncovar.psi-1)){
beta.psi[i] ~ dnorm(0, .0001)
}
#beta.epsilon[1] ~ dnorm(0, .01) # this is the intercept
for(i in 1:(Ncovar.epsilon-2)){
beta.epsilon[i] ~ dnorm(0, .0001)
}
#beta.gamma[1] ~ dnorm(0, .01) # this is the intercept
for(i in 1:(Ncovar.gamma-2)){
beta.gamma[i] ~ dnorm(0, .0001)
}
#beta.p[1] ~ dnorm(0, .01) # this is the intercept on the logit scale
for(i in 1:(Ncovar.p-2)){
beta.p[i] ~ dnorm(0, .0001)
}
# derived variables
# number of occupied sites
for(i in 1:Nyears){
occ.sites[i] <- sum(z[1:Nsites,i])
}
# population growth rates
for(i in 1:Nsites){
lambda [i,1:(Nyears-1)] <- psi[i,2:Nyears]/psi[i,1:(Nyears-1)]
log.lambda.prime[i,1:(Nyears-1)] <- logit(psi[i,2:Nyears]) - logit(psi[i,1:(Nyears-1)])
for(j in 1:(Nyears-1)){ # exp() cannot be vectorized
lambda.prime[i,j] <- exp( log.lambda.prime[i,j] )
}
}
}
") # End of the model
# Next create the data.txt file.
# Initialize the data values using standard R code by either reading
# in from an external file, or plain assignment.
# get the data read in
# Data for detections should be a data frame with rows corresponding to sites
# and columns to visits.
# The usual 1=detected; 0=not detected; NA=not visited is used.
# Each year must have the same number of visit. Pad with missing if this is not true.
input.history <- read.csv(file.path("..","NSO.csv"), header=FALSE, skip=2, na.strings="-")
input.history$V1 <- NULL # drop the site number
# do some basic checks on your data
# e.g. check number of sites; number of visits etc
nrow(input.history)
## [1] 55
ncol(input.history)
## [1] 40
range(input.history, na.rm=TRUE)
## [1] 0 1
sum(is.na(input.history))
## [1] 752
# Five years with 8 visits. input.history must have same number of visits/year
Nsites = nrow(input.history)
Nyears = 5
Nvisits= ncol(input.history)/Nyears
# Create the site covariates
site.covar <- data.frame(Site=1:Nsites, Browse=rep(c("Y","N"), length.out=Nsites)) # browse is a made up covariate
head(site.covar)
## Site Browse
## 1 1 Y
## 2 2 N
## 3 3 Y
## 4 4 N
## 5 5 Y
## 6 6 N
# Create the Yearly site (site x time) covariates.
# yearlySiteCovs is a data frame with Nsites x Nyears rows which are in year-major, site-minor order.
# I.e. list covariates for year 1, sites 1... Nsites, then Site 2 for years .... etc
# The extinction and colonization rates will only depend on years 1... Nyears-1
yearsite.covar <- data.frame(Site =rep(1:Nsites, Nyears),
Year =rep(1:Nyears,each=Nsites),
site.covar)
# We need to add the site covariates here as well
head(yearsite.covar)
## Site Year Site.1 Browse
## 1 1 1 1 Y
## 2 2 1 2 N
## 3 3 1 3 Y
## 4 4 1 4 N
## 5 5 1 5 Y
## 6 6 1 6 N
# Create the Observation covarates (site x time x visit)
# Observation covaraites is a data frame with Nsite x Ntime x Nvisit rows
# which are ordered by columns in the design matrix
# The order is IMPORTANT! Year, Visit, Site, i.e. stack the columns of matrix of visit covariates
obs.covar <- data.frame( Site = rep(1:Nsites, Nyears * Nvisits),
Year = rep(1:Nyears, each=Nvisits*Nsites),
Visit = rep(rep(1:Nvisits, each=Nsites), Nyears))
obs.covar <- merge(obs.covar, yearsite.covar, all.x=TRUE) # add site-year covariates
obs.covar <- obs.covar[ order( obs.covar$Year, obs.covar$Visit, obs.covar$Site),]
obs.covar[1:30,]
## Site Year Visit Site.1 Browse
## 1 1 1 1 1 Y
## 442 2 1 1 2 N
## 881 3 1 1 3 Y
## 1322 4 1 1 4 N
## 1768 5 1 1 5 Y
## 2046 6 1 1 6 N
## 2086 7 1 1 7 Y
## 2123 8 1 1 8 N
## 2168 9 1 1 9 Y
## 48 10 1 1 10 N
## 88 11 1 1 11 Y
## 125 12 1 1 12 N
## 165 13 1 1 13 Y
## 206 14 1 1 14 N
## 244 15 1 1 15 Y
## 283 16 1 1 16 N
## 324 17 1 1 17 Y
## 363 18 1 1 18 N
## 405 19 1 1 19 Y
## 483 20 1 1 20 N
## 526 21 1 1 21 Y
## 568 22 1 1 22 N
## 607 23 1 1 23 Y
## 646 24 1 1 24 N
## 685 25 1 1 25 Y
## 721 26 1 1 26 N
## 761 27 1 1 27 Y
## 802 28 1 1 28 N
## 842 29 1 1 29 Y
## 921 30 1 1 30 N
History <- as.vector(unlist(input.history)) # stacks the columns
Site <- obs.covar[,"Site"]
Year <- obs.covar[,"Year"]
Visit <- obs.covar[,"Visit"]
# Create design matrix for initial occupancy covariates
# ******* If you want year effects, use as.factor(Year) to get categorical variables rather than regression ******
covar.psi <- cbind(Site=site.covar[,"Site"], model.matrix( ~1, data=site.covar))
cbind(site.covar, covar.psi)[1:10,]
## Site Browse Site (Intercept)
## 1 1 Y 1 1
## 2 2 N 2 1
## 3 3 Y 3 1
## 4 4 N 4 1
## 5 5 Y 5 1
## 6 6 N 6 1
## 7 7 Y 7 1
## 8 8 N 8 1
## 9 9 Y 9 1
## 10 10 N 10 1
# Create design matrix for local extinction rate using yearsite covariates
covar.epsilon <- cbind(yearsite.covar[,c("Site","Year")], model.matrix( ~1, data=yearsite.covar))
cbind(yearsite.covar, covar.epsilon)[1:15,]
## Site Year Site.1 Browse Site Year (Intercept)
## 1 1 1 1 Y 1 1 1
## 2 2 1 2 N 2 1 1
## 3 3 1 3 Y 3 1 1
## 4 4 1 4 N 4 1 1
## 5 5 1 5 Y 5 1 1
## 6 6 1 6 N 6 1 1
## 7 7 1 7 Y 7 1 1
## 8 8 1 8 N 8 1 1
## 9 9 1 9 Y 9 1 1
## 10 10 1 10 N 10 1 1
## 11 11 1 11 Y 11 1 1
## 12 12 1 12 N 12 1 1
## 13 13 1 13 Y 13 1 1
## 14 14 1 14 N 14 1 1
## 15 15 1 15 Y 15 1 1
# Create design matrix for local colonization rate using yearsite covariates
covar.gamma <- cbind(yearsite.covar[,c("Site","Year")],model.matrix( ~1, data=yearsite.covar))
cbind(yearsite.covar, covar.gamma)[1:15,]
## Site Year Site.1 Browse Site Year (Intercept)
## 1 1 1 1 Y 1 1 1
## 2 2 1 2 N 2 1 1
## 3 3 1 3 Y 3 1 1
## 4 4 1 4 N 4 1 1
## 5 5 1 5 Y 5 1 1
## 6 6 1 6 N 6 1 1
## 7 7 1 7 Y 7 1 1
## 8 8 1 8 N 8 1 1
## 9 9 1 9 Y 9 1 1
## 10 10 1 10 N 10 1 1
## 11 11 1 11 Y 11 1 1
## 12 12 1 12 N 12 1 1
## 13 13 1 13 Y 13 1 1
## 14 14 1 14 N 14 1 1
## 15 15 1 15 Y 15 1 1
# Create design matrix for detection probabilities
covar.p <- cbind(Site, Year, model.matrix( ~as.factor(Year), data=obs.covar))
cbind(obs.covar, covar.p)[1:10,]
## Site Year Visit Site.1 Browse Site Year (Intercept) as.factor(Year)2
## 1 1 1 1 1 Y 1 1 1 0
## 442 2 1 1 2 N 2 1 1 0
## 881 3 1 1 3 Y 3 1 1 0
## 1322 4 1 1 4 N 4 1 1 0
## 1768 5 1 1 5 Y 5 1 1 0
## 2046 6 1 1 6 N 6 1 1 0
## 2086 7 1 1 7 Y 7 1 1 0
## 2123 8 1 1 8 N 8 1 1 0
## 2168 9 1 1 9 Y 9 1 1 0
## 48 10 1 1 10 N 10 1 1 0
## as.factor(Year)3 as.factor(Year)4 as.factor(Year)5
## 1 0 0 0
## 442 0 0 0
## 881 0 0 0
## 1322 0 0 0
## 1768 0 0 0
## 2046 0 0 0
## 2086 0 0 0
## 2123 0 0 0
## 2168 0 0 0
## 48 0 0 0
# Remove rows corresponding to missing values in all input data
no.visit <- is.na(History)
Site <- Site [ !no.visit]
Year <- Year [ !no.visit]
Visit <- Visit [ !no.visit]
History<- History[ !no.visit]
covar.p<- covar.p[ !no.visit,]
# we don't allow any missing values in the site, gamma, epsilon covariates.
Nsites.visits <- length(History) # after removal of missing values.
Ncovar.psi <- ncol(covar.psi)
Ncovar.epsilon<- ncol(covar.epsilon)
Ncovar.gamma <- ncol(covar.gamma)
Ncovar.p <- ncol(covar.p)
# The datalist will be passed to JAGS with the names of the data
# values.
data.list <- list("Nsites","Nyears", "Nvisits", "Nsites.visits",
"History", "Site", "Year","Visit",
"Ncovar.psi", "covar.psi",
"Ncovar.epsilon","covar.epsilon",
"Ncovar.gamma" ,"covar.gamma",
"Ncovar.p" ,"covar.p")
# check the list
data.list
## [[1]]
## [1] "Nsites"
##
## [[2]]
## [1] "Nyears"
##
## [[3]]
## [1] "Nvisits"
##
## [[4]]
## [1] "Nsites.visits"
##
## [[5]]
## [1] "History"
##
## [[6]]
## [1] "Site"
##
## [[7]]
## [1] "Year"
##
## [[8]]
## [1] "Visit"
##
## [[9]]
## [1] "Ncovar.psi"
##
## [[10]]
## [1] "covar.psi"
##
## [[11]]
## [1] "Ncovar.epsilon"
##
## [[12]]
## [1] "covar.epsilon"
##
## [[13]]
## [1] "Ncovar.gamma"
##
## [[14]]
## [1] "covar.gamma"
##
## [[15]]
## [1] "Ncovar.p"
##
## [[16]]
## [1] "covar.p"
# Next create the initial values.
# If you are using more than one chain, you need to create a function
# that returns initial values for each chain.
# We define the initial value of z as 1 if any visit resulted in a detection, other wise 0
init.z.long <- plyr::ddply(data.frame(History, Site, Year), c("Site","Year"), plyr::summarize, z=max(History))
init.z <- matrix(0, nrow=Nsites, ncol=Nyears)
init.z [ as.matrix(init.z.long[,c("Site","Year")])] <- init.z.long[,"z"]
init.z
## [,1] [,2] [,3] [,4] [,5]
## [1,] 1 1 1 1 1
## [2,] 0 0 0 1 1
## [3,] 1 1 1 0 0
## [4,] 1 1 1 1 1
## [5,] 0 0 0 0 1
## [6,] 1 1 1 1 1
## [7,] 0 0 0 0 0
## [8,] 0 1 1 1 0
## [9,] 0 0 0 0 0
## [10,] 1 0 0 1 1
## [11,] 1 1 1 1 1
## [12,] 1 1 1 1 1
## [13,] 1 1 0 1 1
## [14,] 1 1 1 1 1
## [15,] 1 1 1 1 1
## [16,] 1 1 0 0 1
## [17,] 1 1 0 0 0
## [18,] 0 0 0 0 0
## [19,] 1 0 0 0 0
## [20,] 1 1 1 1 1
## [21,] 1 1 1 0 0
## [22,] 1 1 1 1 1
## [23,] 1 1 1 1 1
## [24,] 0 0 0 0 0
## [25,] 0 0 0 0 0
## [26,] 1 1 1 0 1
## [27,] 1 1 1 0 0
## [28,] 0 0 0 1 1
## [29,] 1 1 0 0 0
## [30,] 1 1 1 1 1
## [31,] 1 0 0 0 0
## [32,] 0 0 0 0 0
## [33,] 1 1 1 0 0
## [34,] 1 1 1 1 1
## [35,] 1 1 1 1 1
## [36,] 0 0 1 1 0
## [37,] 1 1 1 1 1
## [38,] 0 0 0 0 0
## [39,] 1 1 1 1 1
## [40,] 1 0 1 1 1
## [41,] 1 1 0 1 1
## [42,] 0 0 0 1 0
## [43,] 1 1 1 0 0
## [44,] 0 1 1 0 1
## [45,] 1 1 0 0 0
## [46,] 0 0 0 1 1
## [47,] 1 1 1 1 1
## [48,] 0 0 0 1 1
## [49,] 0 0 1 0 0
## [50,] 0 0 0 0 0
## [51,] 0 0 0 0 0
## [52,] 0 1 1 1 1
## [53,] 0 0 0 1 1
## [54,] 0 0 0 1 1
## [55,] 1 1 1 1 0
# we will start at the same initial starting point for each chain even though this
# is not recommended.
temp <- list(z=init.z,
beta.psi =rep(0, Ncovar.psi-1),
beta.epsilon=rep(0, Ncovar.epsilon-2),
beta.gamma =rep(0, Ncovar.gamma-2),
beta.p =rep(0, Ncovar.p-2)
)
init.list <- list(temp, temp, temp)
# Next create the list of parameters to monitor.
# The deviance is automatically monitored.
#
monitor.list <- c("z",
"beta.psi", "beta.epsilon", "beta.gamma","beta.p",
"psi", "epsilon", "gamma", "p.detect", "occ.sites",
"lambda", "lambda.prime") # parameters to monitor
# Finally, the actual call to JAGS
set.seed(234234) # intitalize seed for MCMC
results <- R2jags::jags(
data =data.list, # list of data variables
inits =init.list, # list/function for initial values
parameters=monitor.list,# list of parameters to monitor
model.file="model.txt", # file with bugs model
n.chains=3,
n.iter =5000, # total iterations INCLUDING burn in
n.burnin=2000, # number of burning iterations
n.thin=2, # how much to thin
DIC=TRUE, # is DIC to be computed?
working.dir=getwd() # store results in current working directory
)
## module glm loaded
## Warning in jags.model(model.file, data = data, inits = init.values,
## n.chains = n.chains, : Unused variable "Nvisits" in data
## Warning in jags.model(model.file, data = data, inits = init.values,
## n.chains = n.chains, : Unused variable "Visit" in data
## Compiling model graph
## Resolving undeclared variables
## Allocating nodes
## Graph information:
## Observed stochastic nodes: 1448
## Unobserved stochastic nodes: 283
## Total graph size: 19950
##
## Initializing model
#######################################
# extract some of the usual stuff and use R code directly
# use the standard print method
names(results)
## [1] "model" "BUGSoutput" "parameters.to.save"
## [4] "model.file" "n.iter" "DIC"
names(results$BUGSoutput)
## [1] "n.chains" "n.iter" "n.burnin"
## [4] "n.thin" "n.keep" "n.sims"
## [7] "sims.array" "sims.list" "sims.matrix"
## [10] "summary" "mean" "sd"
## [13] "median" "root.short" "long.short"
## [16] "dimension.short" "indexes.short" "last.values"
## [19] "program" "model.file" "isDIC"
## [22] "DICbyR" "pD" "DIC"
# get the summary table
str(results$BUGSoutput$summary)
## num [1:2892, 1:9] -1.835 -1.557 0.373 -0.282 -0.763 ...
## - attr(*, "dimnames")=List of 2
## ..$ : chr [1:2892] "beta.epsilon" "beta.gamma" "beta.p[1]" "beta.p[2]" ...
## ..$ : chr [1:9] "mean" "sd" "2.5%" "25%" ...
results$BUGSoutput$summary[1:10,c("mean", "sd", "2.5%","97.5%","Rhat", "n.eff")]
## mean sd 2.5% 97.5% Rhat
## beta.epsilon -1.8349858 0.27038507 -2.38956930 -1.3386862 1.001325
## beta.gamma -1.5571748 0.29095237 -2.15678402 -1.0216889 1.000811
## beta.p[1] 0.3731437 0.16350238 0.05280676 0.6886026 1.001919
## beta.p[2] -0.2821965 0.22827978 -0.72509031 0.1650517 1.002266
## beta.p[3] -0.7625965 0.24462790 -1.24525675 -0.2969788 1.001698
## beta.p[4] -0.8476120 0.23799081 -1.31333940 -0.3932946 1.002101
## beta.p[5] -0.2282315 0.22673002 -0.67309361 0.2169084 1.003419
## beta.psi 0.5258136 0.28651783 -0.02902432 1.1046250 1.001215
## deviance 1106.8730438 13.85314016 1083.11690339 1136.6294239 1.002009
## epsilon[1,1] 0.1407420 0.03207532 0.08397156 0.2077262 1.001335
## n.eff
## beta.epsilon 3000
## beta.gamma 4500
## beta.p[1] 1600
## beta.p[2] 1300
## beta.p[3] 1900
## beta.p[4] 1400
## beta.p[5] 730
## beta.psi 3600
## deviance 1500
## epsilon[1,1] 3000
results$BUGSoutput$summary[1:10,c("mean", "sd")]
## mean sd
## beta.epsilon -1.8349858 0.27038507
## beta.gamma -1.5571748 0.29095237
## beta.p[1] 0.3731437 0.16350238
## beta.p[2] -0.2821965 0.22827978
## beta.p[3] -0.7625965 0.24462790
## beta.p[4] -0.8476120 0.23799081
## beta.p[5] -0.2282315 0.22673002
## beta.psi 0.5258136 0.28651783
## deviance 1106.8730438 13.85314016
## epsilon[1,1] 0.1407420 0.03207532
results$BUGSoutput$summary[grepl("[1,",rownames(results$BUGSoutput$summary),fixed=TRUE),c("mean", "sd")]
## mean sd
## epsilon[1,1] 0.1407420 0.03207532
## epsilon[1,2] 0.1407420 0.03207532
## epsilon[1,3] 0.1407420 0.03207532
## epsilon[1,4] 0.1407420 0.03207532
## gamma[1,1] 0.1779443 0.04172938
## gamma[1,2] 0.1779443 0.04172938
## gamma[1,3] 0.1779443 0.04172938
## gamma[1,4] 0.1779443 0.04172938
## lambda[1,1] 0.9691250 0.05157563
## lambda[1,2] 0.9763284 0.03630422
## lambda[1,3] 0.9824216 0.02589554
## lambda[1,4] 0.9871826 0.01860532
## lambda.prime[1,1] 0.9175314 0.13137925
## lambda.prime[1,2] 0.9441482 0.08693480
## lambda.prime[1,3] 0.9615056 0.05926650
## lambda.prime[1,4] 0.9732389 0.04113874
## psi[1,1] 0.6261110 0.06576700
## psi[1,2] 0.6046207 0.05023741
## psi[1,3] 0.5899712 0.04990449
## psi[1,4] 0.5799238 0.05476636
## psi[1,5] 0.5729918 0.05995964
## z[1,1] 1.0000000 0.00000000
## z[1,2] 1.0000000 0.00000000
## z[1,3] 1.0000000 0.00000000
## z[1,4] 1.0000000 0.00000000
## z[1,5] 1.0000000 0.00000000
results$BUGSoutput$summary[grepl("[2,",rownames(results$BUGSoutput$summary),fixed=TRUE),c("mean", "sd")]
## mean sd
## epsilon[2,1] 0.14074199 0.03207532
## epsilon[2,2] 0.14074199 0.03207532
## epsilon[2,3] 0.14074199 0.03207532
## epsilon[2,4] 0.14074199 0.03207532
## gamma[2,1] 0.17794434 0.04172938
## gamma[2,2] 0.17794434 0.04172938
## gamma[2,3] 0.17794434 0.04172938
## gamma[2,4] 0.17794434 0.04172938
## lambda[2,1] 0.96912501 0.05157563
## lambda[2,2] 0.97632843 0.03630422
## lambda[2,3] 0.98242159 0.02589554
## lambda[2,4] 0.98718259 0.01860532
## lambda.prime[2,1] 0.91753143 0.13137925
## lambda.prime[2,2] 0.94414817 0.08693480
## lambda.prime[2,3] 0.96150559 0.05926650
## lambda.prime[2,4] 0.97323891 0.04113874
## psi[2,1] 0.62611101 0.06576700
## psi[2,2] 0.60462069 0.05023741
## psi[2,3] 0.58997123 0.04990449
## psi[2,4] 0.57992379 0.05476636
## psi[2,5] 0.57299185 0.05995964
## z[2,1] 0.08488889 0.27874725
## z[2,2] 0.06022222 0.23792454
## z[2,3] 0.22444444 0.41726230
## z[2,4] 1.00000000 0.00000000
## z[2,5] 1.00000000 0.00000000
results$BUGSoutput$summary[grepl("[1]",rownames(results$BUGSoutput$summary),fixed=TRUE),c("mean", "sd"),drop=FALSE]
## mean sd
## beta.p[1] 0.3731437 0.16350238
## occ.sites[1] 34.4042222 0.81026420
## p.detect[1] 0.5916268 0.03924411
results$BUGSoutput$summary[!grepl("[" ,rownames(results$BUGSoutput$summary),fixed=TRUE),c("mean", "sd"),drop=FALSE]
## mean sd
## beta.epsilon -1.8349858 0.2703851
## beta.gamma -1.5571748 0.2909524
## beta.psi 0.5258136 0.2865178
## deviance 1106.8730438 13.8531402
results$BUGSoutput$summary[grepl("lambda[1," ,rownames(results$BUGSoutput$summary),fixed=TRUE),c("mean", "sd")]
## mean sd
## lambda[1,1] 0.9691250 0.05157563
## lambda[1,2] 0.9763284 0.03630422
## lambda[1,3] 0.9824216 0.02589554
## lambda[1,4] 0.9871826 0.01860532
results$BUGSoutput$summary[grepl("lambda.prime[1," ,rownames(results$BUGSoutput$summary),fixed=TRUE),c("mean", "sd")]
## mean sd
## lambda.prime[1,1] 0.9175314 0.13137925
## lambda.prime[1,2] 0.9441482 0.08693480
## lambda.prime[1,3] 0.9615056 0.05926650
## lambda.prime[1,4] 0.9732389 0.04113874
# get just the means
results$BUGSoutput$mean
## $beta.epsilon
## [1] -1.834986
##
## $beta.gamma
## [1] -1.557175
##
## $beta.p
## [1] 0.3731437 -0.2821965 -0.7625965 -0.8476120 -0.2282315
##
## $beta.psi
## [1] 0.5258136
##
## $deviance
## [1] 1106.873
##
## $epsilon
## [,1] [,2] [,3] [,4]
## [1,] 0.140742 0.140742 0.140742 0.140742
## [2,] 0.140742 0.140742 0.140742 0.140742
## [3,] 0.140742 0.140742 0.140742 0.140742
## [4,] 0.140742 0.140742 0.140742 0.140742
## [5,] 0.140742 0.140742 0.140742 0.140742
## [6,] 0.140742 0.140742 0.140742 0.140742
## [7,] 0.140742 0.140742 0.140742 0.140742
## [8,] 0.140742 0.140742 0.140742 0.140742
## [9,] 0.140742 0.140742 0.140742 0.140742
## [10,] 0.140742 0.140742 0.140742 0.140742
## [11,] 0.140742 0.140742 0.140742 0.140742
## [12,] 0.140742 0.140742 0.140742 0.140742
## [13,] 0.140742 0.140742 0.140742 0.140742
## [14,] 0.140742 0.140742 0.140742 0.140742
## [15,] 0.140742 0.140742 0.140742 0.140742
## [16,] 0.140742 0.140742 0.140742 0.140742
## [17,] 0.140742 0.140742 0.140742 0.140742
## [18,] 0.140742 0.140742 0.140742 0.140742
## [19,] 0.140742 0.140742 0.140742 0.140742
## [20,] 0.140742 0.140742 0.140742 0.140742
## [21,] 0.140742 0.140742 0.140742 0.140742
## [22,] 0.140742 0.140742 0.140742 0.140742
## [23,] 0.140742 0.140742 0.140742 0.140742
## [24,] 0.140742 0.140742 0.140742 0.140742
## [25,] 0.140742 0.140742 0.140742 0.140742
## [26,] 0.140742 0.140742 0.140742 0.140742
## [27,] 0.140742 0.140742 0.140742 0.140742
## [28,] 0.140742 0.140742 0.140742 0.140742
## [29,] 0.140742 0.140742 0.140742 0.140742
## [30,] 0.140742 0.140742 0.140742 0.140742
## [31,] 0.140742 0.140742 0.140742 0.140742
## [32,] 0.140742 0.140742 0.140742 0.140742
## [33,] 0.140742 0.140742 0.140742 0.140742
## [34,] 0.140742 0.140742 0.140742 0.140742
## [35,] 0.140742 0.140742 0.140742 0.140742
## [36,] 0.140742 0.140742 0.140742 0.140742
## [37,] 0.140742 0.140742 0.140742 0.140742
## [38,] 0.140742 0.140742 0.140742 0.140742
## [39,] 0.140742 0.140742 0.140742 0.140742
## [40,] 0.140742 0.140742 0.140742 0.140742
## [41,] 0.140742 0.140742 0.140742 0.140742
## [42,] 0.140742 0.140742 0.140742 0.140742
## [43,] 0.140742 0.140742 0.140742 0.140742
## [44,] 0.140742 0.140742 0.140742 0.140742
## [45,] 0.140742 0.140742 0.140742 0.140742
## [46,] 0.140742 0.140742 0.140742 0.140742
## [47,] 0.140742 0.140742 0.140742 0.140742
## [48,] 0.140742 0.140742 0.140742 0.140742
## [49,] 0.140742 0.140742 0.140742 0.140742
## [50,] 0.140742 0.140742 0.140742 0.140742
## [51,] 0.140742 0.140742 0.140742 0.140742
## [52,] 0.140742 0.140742 0.140742 0.140742
## [53,] 0.140742 0.140742 0.140742 0.140742
## [54,] 0.140742 0.140742 0.140742 0.140742
## [55,] 0.140742 0.140742 0.140742 0.140742
##
## $gamma
## [,1] [,2] [,3] [,4]
## [1,] 0.1779443 0.1779443 0.1779443 0.1779443
## [2,] 0.1779443 0.1779443 0.1779443 0.1779443
## [3,] 0.1779443 0.1779443 0.1779443 0.1779443
## [4,] 0.1779443 0.1779443 0.1779443 0.1779443
## [5,] 0.1779443 0.1779443 0.1779443 0.1779443
## [6,] 0.1779443 0.1779443 0.1779443 0.1779443
## [7,] 0.1779443 0.1779443 0.1779443 0.1779443
## [8,] 0.1779443 0.1779443 0.1779443 0.1779443
## [9,] 0.1779443 0.1779443 0.1779443 0.1779443
## [10,] 0.1779443 0.1779443 0.1779443 0.1779443
## [11,] 0.1779443 0.1779443 0.1779443 0.1779443
## [12,] 0.1779443 0.1779443 0.1779443 0.1779443
## [13,] 0.1779443 0.1779443 0.1779443 0.1779443
## [14,] 0.1779443 0.1779443 0.1779443 0.1779443
## [15,] 0.1779443 0.1779443 0.1779443 0.1779443
## [16,] 0.1779443 0.1779443 0.1779443 0.1779443
## [17,] 0.1779443 0.1779443 0.1779443 0.1779443
## [18,] 0.1779443 0.1779443 0.1779443 0.1779443
## [19,] 0.1779443 0.1779443 0.1779443 0.1779443
## [20,] 0.1779443 0.1779443 0.1779443 0.1779443
## [21,] 0.1779443 0.1779443 0.1779443 0.1779443
## [22,] 0.1779443 0.1779443 0.1779443 0.1779443
## [23,] 0.1779443 0.1779443 0.1779443 0.1779443
## [24,] 0.1779443 0.1779443 0.1779443 0.1779443
## [25,] 0.1779443 0.1779443 0.1779443 0.1779443
## [26,] 0.1779443 0.1779443 0.1779443 0.1779443
## [27,] 0.1779443 0.1779443 0.1779443 0.1779443
## [28,] 0.1779443 0.1779443 0.1779443 0.1779443
## [29,] 0.1779443 0.1779443 0.1779443 0.1779443
## [30,] 0.1779443 0.1779443 0.1779443 0.1779443
## [31,] 0.1779443 0.1779443 0.1779443 0.1779443
## [32,] 0.1779443 0.1779443 0.1779443 0.1779443
## [33,] 0.1779443 0.1779443 0.1779443 0.1779443
## [34,] 0.1779443 0.1779443 0.1779443 0.1779443
## [35,] 0.1779443 0.1779443 0.1779443 0.1779443
## [36,] 0.1779443 0.1779443 0.1779443 0.1779443
## [37,] 0.1779443 0.1779443 0.1779443 0.1779443
## [38,] 0.1779443 0.1779443 0.1779443 0.1779443
## [39,] 0.1779443 0.1779443 0.1779443 0.1779443
## [40,] 0.1779443 0.1779443 0.1779443 0.1779443
## [41,] 0.1779443 0.1779443 0.1779443 0.1779443
## [42,] 0.1779443 0.1779443 0.1779443 0.1779443
## [43,] 0.1779443 0.1779443 0.1779443 0.1779443
## [44,] 0.1779443 0.1779443 0.1779443 0.1779443
## [45,] 0.1779443 0.1779443 0.1779443 0.1779443
## [46,] 0.1779443 0.1779443 0.1779443 0.1779443
## [47,] 0.1779443 0.1779443 0.1779443 0.1779443
## [48,] 0.1779443 0.1779443 0.1779443 0.1779443
## [49,] 0.1779443 0.1779443 0.1779443 0.1779443
## [50,] 0.1779443 0.1779443 0.1779443 0.1779443
## [51,] 0.1779443 0.1779443 0.1779443 0.1779443
## [52,] 0.1779443 0.1779443 0.1779443 0.1779443
## [53,] 0.1779443 0.1779443 0.1779443 0.1779443
## [54,] 0.1779443 0.1779443 0.1779443 0.1779443
## [55,] 0.1779443 0.1779443 0.1779443 0.1779443
##
## $lambda
## [,1] [,2] [,3] [,4]
## [1,] 0.969125 0.9763284 0.9824216 0.9871826
## [2,] 0.969125 0.9763284 0.9824216 0.9871826
## [3,] 0.969125 0.9763284 0.9824216 0.9871826
## [4,] 0.969125 0.9763284 0.9824216 0.9871826
## [5,] 0.969125 0.9763284 0.9824216 0.9871826
## [6,] 0.969125 0.9763284 0.9824216 0.9871826
## [7,] 0.969125 0.9763284 0.9824216 0.9871826
## [8,] 0.969125 0.9763284 0.9824216 0.9871826
## [9,] 0.969125 0.9763284 0.9824216 0.9871826
## [10,] 0.969125 0.9763284 0.9824216 0.9871826
## [11,] 0.969125 0.9763284 0.9824216 0.9871826
## [12,] 0.969125 0.9763284 0.9824216 0.9871826
## [13,] 0.969125 0.9763284 0.9824216 0.9871826
## [14,] 0.969125 0.9763284 0.9824216 0.9871826
## [15,] 0.969125 0.9763284 0.9824216 0.9871826
## [16,] 0.969125 0.9763284 0.9824216 0.9871826
## [17,] 0.969125 0.9763284 0.9824216 0.9871826
## [18,] 0.969125 0.9763284 0.9824216 0.9871826
## [19,] 0.969125 0.9763284 0.9824216 0.9871826
## [20,] 0.969125 0.9763284 0.9824216 0.9871826
## [21,] 0.969125 0.9763284 0.9824216 0.9871826
## [22,] 0.969125 0.9763284 0.9824216 0.9871826
## [23,] 0.969125 0.9763284 0.9824216 0.9871826
## [24,] 0.969125 0.9763284 0.9824216 0.9871826
## [25,] 0.969125 0.9763284 0.9824216 0.9871826
## [26,] 0.969125 0.9763284 0.9824216 0.9871826
## [27,] 0.969125 0.9763284 0.9824216 0.9871826
## [28,] 0.969125 0.9763284 0.9824216 0.9871826
## [29,] 0.969125 0.9763284 0.9824216 0.9871826
## [30,] 0.969125 0.9763284 0.9824216 0.9871826
## [31,] 0.969125 0.9763284 0.9824216 0.9871826
## [32,] 0.969125 0.9763284 0.9824216 0.9871826
## [33,] 0.969125 0.9763284 0.9824216 0.9871826
## [34,] 0.969125 0.9763284 0.9824216 0.9871826
## [35,] 0.969125 0.9763284 0.9824216 0.9871826
## [36,] 0.969125 0.9763284 0.9824216 0.9871826
## [37,] 0.969125 0.9763284 0.9824216 0.9871826
## [38,] 0.969125 0.9763284 0.9824216 0.9871826
## [39,] 0.969125 0.9763284 0.9824216 0.9871826
## [40,] 0.969125 0.9763284 0.9824216 0.9871826
## [41,] 0.969125 0.9763284 0.9824216 0.9871826
## [42,] 0.969125 0.9763284 0.9824216 0.9871826
## [43,] 0.969125 0.9763284 0.9824216 0.9871826
## [44,] 0.969125 0.9763284 0.9824216 0.9871826
## [45,] 0.969125 0.9763284 0.9824216 0.9871826
## [46,] 0.969125 0.9763284 0.9824216 0.9871826
## [47,] 0.969125 0.9763284 0.9824216 0.9871826
## [48,] 0.969125 0.9763284 0.9824216 0.9871826
## [49,] 0.969125 0.9763284 0.9824216 0.9871826
## [50,] 0.969125 0.9763284 0.9824216 0.9871826
## [51,] 0.969125 0.9763284 0.9824216 0.9871826
## [52,] 0.969125 0.9763284 0.9824216 0.9871826
## [53,] 0.969125 0.9763284 0.9824216 0.9871826
## [54,] 0.969125 0.9763284 0.9824216 0.9871826
## [55,] 0.969125 0.9763284 0.9824216 0.9871826
##
## $lambda.prime
## [,1] [,2] [,3] [,4]
## [1,] 0.9175314 0.9441482 0.9615056 0.9732389
## [2,] 0.9175314 0.9441482 0.9615056 0.9732389
## [3,] 0.9175314 0.9441482 0.9615056 0.9732389
## [4,] 0.9175314 0.9441482 0.9615056 0.9732389
## [5,] 0.9175314 0.9441482 0.9615056 0.9732389
## [6,] 0.9175314 0.9441482 0.9615056 0.9732389
## [7,] 0.9175314 0.9441482 0.9615056 0.9732389
## [8,] 0.9175314 0.9441482 0.9615056 0.9732389
## [9,] 0.9175314 0.9441482 0.9615056 0.9732389
## [10,] 0.9175314 0.9441482 0.9615056 0.9732389
## [11,] 0.9175314 0.9441482 0.9615056 0.9732389
## [12,] 0.9175314 0.9441482 0.9615056 0.9732389
## [13,] 0.9175314 0.9441482 0.9615056 0.9732389
## [14,] 0.9175314 0.9441482 0.9615056 0.9732389
## [15,] 0.9175314 0.9441482 0.9615056 0.9732389
## [16,] 0.9175314 0.9441482 0.9615056 0.9732389
## [17,] 0.9175314 0.9441482 0.9615056 0.9732389
## [18,] 0.9175314 0.9441482 0.9615056 0.9732389
## [19,] 0.9175314 0.9441482 0.9615056 0.9732389
## [20,] 0.9175314 0.9441482 0.9615056 0.9732389
## [21,] 0.9175314 0.9441482 0.9615056 0.9732389
## [22,] 0.9175314 0.9441482 0.9615056 0.9732389
## [23,] 0.9175314 0.9441482 0.9615056 0.9732389
## [24,] 0.9175314 0.9441482 0.9615056 0.9732389
## [25,] 0.9175314 0.9441482 0.9615056 0.9732389
## [26,] 0.9175314 0.9441482 0.9615056 0.9732389
## [27,] 0.9175314 0.9441482 0.9615056 0.9732389
## [28,] 0.9175314 0.9441482 0.9615056 0.9732389
## [29,] 0.9175314 0.9441482 0.9615056 0.9732389
## [30,] 0.9175314 0.9441482 0.9615056 0.9732389
## [31,] 0.9175314 0.9441482 0.9615056 0.9732389
## [32,] 0.9175314 0.9441482 0.9615056 0.9732389
## [33,] 0.9175314 0.9441482 0.9615056 0.9732389
## [34,] 0.9175314 0.9441482 0.9615056 0.9732389
## [35,] 0.9175314 0.9441482 0.9615056 0.9732389
## [36,] 0.9175314 0.9441482 0.9615056 0.9732389
## [37,] 0.9175314 0.9441482 0.9615056 0.9732389
## [38,] 0.9175314 0.9441482 0.9615056 0.9732389
## [39,] 0.9175314 0.9441482 0.9615056 0.9732389
## [40,] 0.9175314 0.9441482 0.9615056 0.9732389
## [41,] 0.9175314 0.9441482 0.9615056 0.9732389
## [42,] 0.9175314 0.9441482 0.9615056 0.9732389
## [43,] 0.9175314 0.9441482 0.9615056 0.9732389
## [44,] 0.9175314 0.9441482 0.9615056 0.9732389
## [45,] 0.9175314 0.9441482 0.9615056 0.9732389
## [46,] 0.9175314 0.9441482 0.9615056 0.9732389
## [47,] 0.9175314 0.9441482 0.9615056 0.9732389
## [48,] 0.9175314 0.9441482 0.9615056 0.9732389
## [49,] 0.9175314 0.9441482 0.9615056 0.9732389
## [50,] 0.9175314 0.9441482 0.9615056 0.9732389
## [51,] 0.9175314 0.9441482 0.9615056 0.9732389
## [52,] 0.9175314 0.9441482 0.9615056 0.9732389
## [53,] 0.9175314 0.9441482 0.9615056 0.9732389
## [54,] 0.9175314 0.9441482 0.9615056 0.9732389
## [55,] 0.9175314 0.9441482 0.9615056 0.9732389
##
## $occ.sites
## [1] 34.40422 33.39778 31.40378 32.77200 31.46600
##
## $p.detect
## [1] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [7] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [13] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [19] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [25] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [31] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [37] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [43] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [49] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [55] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [61] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [67] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [73] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [79] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [85] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [91] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [97] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [103] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [109] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [115] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [121] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [127] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [133] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [139] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [145] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [151] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [157] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [163] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [169] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [175] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [181] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [187] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [193] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [199] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [205] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [211] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [217] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [223] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [229] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [235] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [241] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [247] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [253] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [259] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [265] 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268 0.5916268
## [271] 0.5916268 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [277] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [283] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [289] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [295] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [301] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [307] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [313] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [319] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [325] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [331] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [337] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [343] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [349] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [355] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [361] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [367] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [373] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [379] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [385] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [391] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [397] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [403] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [409] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [415] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [421] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [427] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [433] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [439] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [445] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [451] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [457] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [463] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [469] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [475] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [481] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [487] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [493] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [499] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [505] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [511] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [517] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [523] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [529] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [535] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [541] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [547] 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703 0.5225703
## [553] 0.5225703 0.5225703 0.5225703 0.4046235 0.4046235 0.4046235
## [559] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [565] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [571] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [577] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [583] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [589] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [595] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [601] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [607] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [613] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [619] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [625] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [631] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [637] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [643] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [649] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [655] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [661] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [667] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [673] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [679] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [685] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [691] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [697] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [703] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [709] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [715] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [721] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [727] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [733] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [739] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [745] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [751] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [757] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [763] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [769] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [775] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [781] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [787] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [793] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [799] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [805] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [811] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [817] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [823] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [829] 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235 0.4046235
## [835] 0.4046235 0.4046235 0.4046235 0.3843915 0.3843915 0.3843915
## [841] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [847] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [853] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [859] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [865] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [871] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [877] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [883] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [889] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [895] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [901] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [907] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [913] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [919] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [925] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [931] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [937] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [943] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [949] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [955] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [961] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [967] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [973] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [979] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [985] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [991] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [997] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1003] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1009] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1015] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1021] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1027] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1033] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1039] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1045] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1051] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1057] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1063] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1069] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1075] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1081] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1087] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1093] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1099] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1105] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1111] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1117] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1123] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1129] 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915 0.3843915
## [1135] 0.3843915 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1141] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1147] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1153] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1159] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1165] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1171] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1177] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1183] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1189] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1195] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1201] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1207] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1213] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1219] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1225] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1231] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1237] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1243] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1249] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1255] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1261] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1267] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1273] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1279] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1285] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1291] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1297] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1303] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1309] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1315] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1321] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1327] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1333] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1339] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1345] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1351] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1357] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1363] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1369] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1375] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1381] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1387] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1393] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1399] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1405] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1411] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1417] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1423] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1429] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1435] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1441] 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454 0.5359454
## [1447] 0.5359454 0.5359454
##
## $psi
## [,1] [,2] [,3] [,4] [,5]
## [1,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [2,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [3,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [4,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [5,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [6,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [7,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [8,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [9,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [10,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [11,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [12,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [13,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [14,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [15,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [16,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [17,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [18,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [19,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [20,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [21,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [22,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [23,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [24,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [25,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [26,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [27,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [28,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [29,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [30,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [31,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [32,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [33,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [34,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [35,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [36,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [37,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [38,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [39,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [40,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [41,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [42,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [43,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [44,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [45,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [46,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [47,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [48,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [49,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [50,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [51,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [52,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [53,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [54,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [55,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
##
## $z
## [,1] [,2] [,3] [,4] [,5]
## [1,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [2,] 0.0848888889 0.0602222222 0.2244444444 1.000000000 1.0000000000
## [3,] 1.0000000000 1.0000000000 1.0000000000 0.067333333 0.0146666667
## [4,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [5,] 0.0017777778 0.0006666667 0.0040000000 0.058888889 1.0000000000
## [6,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [7,] 0.0020000000 0.0002222222 0.0013333333 0.004222222 0.0028888889
## [8,] 0.0495555556 1.0000000000 1.0000000000 1.000000000 0.0655555556
## [9,] 0.0013333333 0.0002222222 0.0017777778 0.002444444 0.0080000000
## [10,] 1.0000000000 0.0228888889 0.0851111111 1.000000000 1.0000000000
## [11,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [12,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [13,] 1.0000000000 1.0000000000 0.9124444444 1.000000000 1.0000000000
## [14,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [15,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [16,] 1.0000000000 1.0000000000 0.1100000000 0.163333333 1.0000000000
## [17,] 1.0000000000 1.0000000000 0.0451111111 0.002222222 0.0006666667
## [18,] 0.0051111111 0.0024444444 0.0022222222 0.001333333 0.0040000000
## [19,] 1.0000000000 0.0157777778 0.0046666667 0.005111111 0.0035555556
## [20,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [21,] 1.0000000000 1.0000000000 1.0000000000 0.090222222 0.0075555556
## [22,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [23,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [24,] 0.0020000000 0.0000000000 0.0028888889 0.002222222 0.0068888889
## [25,] 0.0042222222 0.0053333333 0.0028888889 0.003111111 0.0042222222
## [26,] 1.0000000000 1.0000000000 1.0000000000 0.610222222 1.0000000000
## [27,] 1.0000000000 1.0000000000 1.0000000000 0.035111111 0.0044444444
## [28,] 0.0044444444 0.0004444444 0.0202222222 1.000000000 1.0000000000
## [29,] 1.0000000000 1.0000000000 0.0808888889 0.004888889 0.0028888889
## [30,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [31,] 1.0000000000 0.0328888889 0.0051111111 0.001333333 0.0011111111
## [32,] 0.0224444444 0.0024444444 0.0020000000 0.004222222 0.0066666667
## [33,] 1.0000000000 1.0000000000 1.0000000000 0.059777778 0.0006666667
## [34,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [35,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [36,] 0.0044444444 0.0068888889 1.0000000000 1.000000000 0.1295555556
## [37,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [38,] 0.0022222222 0.0000000000 0.0008888889 0.003777778 0.0011111111
## [39,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [40,] 1.0000000000 0.7580000000 1.0000000000 1.000000000 1.0000000000
## [41,] 1.0000000000 1.0000000000 0.4524444444 1.000000000 1.0000000000
## [42,] 0.0111111111 0.0077777778 0.1880000000 1.000000000 0.0362222222
## [43,] 1.0000000000 1.0000000000 1.0000000000 0.136888889 0.0106666667
## [44,] 0.0073333333 1.0000000000 1.0000000000 0.399111111 1.0000000000
## [45,] 1.0000000000 1.0000000000 0.0793333333 0.009555556 0.0046666667
## [46,] 0.0020000000 0.0002222222 0.0284444444 1.000000000 1.0000000000
## [47,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [48,] 0.0011111111 0.0006666667 0.0488888889 1.000000000 1.0000000000
## [49,] 0.4244444444 0.4782222222 1.0000000000 0.101333333 0.0186666667
## [50,] 0.0008888889 0.0000000000 0.0013333333 0.002222222 0.0035555556
## [51,] 0.0031111111 0.0000000000 0.0031111111 0.003111111 0.0051111111
## [52,] 0.7673333333 1.0000000000 1.0000000000 1.000000000 1.0000000000
## [53,] 0.0011111111 0.0013333333 0.0468888889 1.000000000 1.0000000000
## [54,] 0.0013333333 0.0011111111 0.0493333333 1.000000000 1.0000000000
## [55,] 1.0000000000 1.0000000000 1.0000000000 1.000000000 0.1226666667
results$BUGSoutput$mean$psi
## [,1] [,2] [,3] [,4] [,5]
## [1,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [2,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [3,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [4,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [5,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [6,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [7,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [8,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [9,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [10,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [11,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [12,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [13,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [14,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [15,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [16,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [17,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [18,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [19,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [20,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [21,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [22,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [23,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [24,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [25,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [26,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [27,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [28,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [29,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [30,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [31,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [32,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [33,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [34,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [35,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [36,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [37,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [38,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [39,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [40,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [41,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [42,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [43,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [44,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [45,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [46,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [47,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [48,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [49,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [50,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [51,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [52,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [53,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [54,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
## [55,] 0.626111 0.6046207 0.5899712 0.5799238 0.5729918
# the results$BUGSoutput$sims.array is a 3-d object [iterations, chains, variables]
dim(results$BUGSoutput$sims.array)
## [1] 1500 3 2892
#results$BUGSoutput$sims.array[1:5,,]
results$BUGSoutput$sims.array[1:5,1,"psi[1,1]"]
## [1] 0.5691929 0.6739184 0.6250099 0.7220460 0.5770331
# the results$BUGSoutput$sims.matrix is a 2-d object [iterations, variables] with chains stacked
# on top of each other
dim(results$BUGSoutput$sims.matrix)
## [1] 4500 2892
results$BUGSoutput$sims.matrix[1:5,]
## beta.epsilon beta.gamma beta.p[1] beta.p[2] beta.p[3] beta.p[4]
## [1,] -2.020756 -1.998848 0.3601404 -0.3676507 -0.7879557 -1.1633848
## [2,] -1.828272 -1.546409 0.3595347 -0.1511118 -0.5991623 -0.7649656
## [3,] -1.741963 -1.599580 0.4497320 -0.1712187 -0.8605350 -0.7420152
## [4,] -2.161255 -1.266874 0.4302794 -0.5507420 -0.7588046 -0.9231314
## [5,] -2.453162 -1.557994 0.3063959 -0.1283144 -0.9932060 -0.7122675
## beta.p[5] beta.psi deviance epsilon[1,1] epsilon[2,1]
## [1,] 0.001412718 0.1999428 1109.559 0.11704081 0.11704081
## [2,] -0.194319303 0.5940096 1103.392 0.13844421 0.13844421
## [3,] -0.181219343 0.4428876 1085.751 0.14906376 0.14906376
## [4,] -0.499685881 0.3687398 1102.565 0.10328416 0.10328416
## [5,] -0.594748243 1.2209203 1123.771 0.07920765 0.07920765
## epsilon[3,1] epsilon[4,1] epsilon[5,1] epsilon[6,1] epsilon[7,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[8,1] epsilon[9,1] epsilon[10,1] epsilon[11,1] epsilon[12,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[13,1] epsilon[14,1] epsilon[15,1] epsilon[16,1] epsilon[17,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[18,1] epsilon[19,1] epsilon[20,1] epsilon[21,1] epsilon[22,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[23,1] epsilon[24,1] epsilon[25,1] epsilon[26,1] epsilon[27,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[28,1] epsilon[29,1] epsilon[30,1] epsilon[31,1] epsilon[32,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[33,1] epsilon[34,1] epsilon[35,1] epsilon[36,1] epsilon[37,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[38,1] epsilon[39,1] epsilon[40,1] epsilon[41,1] epsilon[42,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[43,1] epsilon[44,1] epsilon[45,1] epsilon[46,1] epsilon[47,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[48,1] epsilon[49,1] epsilon[50,1] epsilon[51,1] epsilon[52,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[53,1] epsilon[54,1] epsilon[55,1] epsilon[1,2] epsilon[2,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[3,2] epsilon[4,2] epsilon[5,2] epsilon[6,2] epsilon[7,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[8,2] epsilon[9,2] epsilon[10,2] epsilon[11,2] epsilon[12,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[13,2] epsilon[14,2] epsilon[15,2] epsilon[16,2] epsilon[17,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[18,2] epsilon[19,2] epsilon[20,2] epsilon[21,2] epsilon[22,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[23,2] epsilon[24,2] epsilon[25,2] epsilon[26,2] epsilon[27,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[28,2] epsilon[29,2] epsilon[30,2] epsilon[31,2] epsilon[32,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[33,2] epsilon[34,2] epsilon[35,2] epsilon[36,2] epsilon[37,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[38,2] epsilon[39,2] epsilon[40,2] epsilon[41,2] epsilon[42,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[43,2] epsilon[44,2] epsilon[45,2] epsilon[46,2] epsilon[47,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[48,2] epsilon[49,2] epsilon[50,2] epsilon[51,2] epsilon[52,2]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[53,2] epsilon[54,2] epsilon[55,2] epsilon[1,3] epsilon[2,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[3,3] epsilon[4,3] epsilon[5,3] epsilon[6,3] epsilon[7,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[8,3] epsilon[9,3] epsilon[10,3] epsilon[11,3] epsilon[12,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[13,3] epsilon[14,3] epsilon[15,3] epsilon[16,3] epsilon[17,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[18,3] epsilon[19,3] epsilon[20,3] epsilon[21,3] epsilon[22,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[23,3] epsilon[24,3] epsilon[25,3] epsilon[26,3] epsilon[27,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[28,3] epsilon[29,3] epsilon[30,3] epsilon[31,3] epsilon[32,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[33,3] epsilon[34,3] epsilon[35,3] epsilon[36,3] epsilon[37,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[38,3] epsilon[39,3] epsilon[40,3] epsilon[41,3] epsilon[42,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[43,3] epsilon[44,3] epsilon[45,3] epsilon[46,3] epsilon[47,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[48,3] epsilon[49,3] epsilon[50,3] epsilon[51,3] epsilon[52,3]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[53,3] epsilon[54,3] epsilon[55,3] epsilon[1,4] epsilon[2,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[3,4] epsilon[4,4] epsilon[5,4] epsilon[6,4] epsilon[7,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[8,4] epsilon[9,4] epsilon[10,4] epsilon[11,4] epsilon[12,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[13,4] epsilon[14,4] epsilon[15,4] epsilon[16,4] epsilon[17,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[18,4] epsilon[19,4] epsilon[20,4] epsilon[21,4] epsilon[22,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[23,4] epsilon[24,4] epsilon[25,4] epsilon[26,4] epsilon[27,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[28,4] epsilon[29,4] epsilon[30,4] epsilon[31,4] epsilon[32,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[33,4] epsilon[34,4] epsilon[35,4] epsilon[36,4] epsilon[37,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[38,4] epsilon[39,4] epsilon[40,4] epsilon[41,4] epsilon[42,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[43,4] epsilon[44,4] epsilon[45,4] epsilon[46,4] epsilon[47,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[48,4] epsilon[49,4] epsilon[50,4] epsilon[51,4] epsilon[52,4]
## [1,] 0.11704081 0.11704081 0.11704081 0.11704081 0.11704081
## [2,] 0.13844421 0.13844421 0.13844421 0.13844421 0.13844421
## [3,] 0.14906376 0.14906376 0.14906376 0.14906376 0.14906376
## [4,] 0.10328416 0.10328416 0.10328416 0.10328416 0.10328416
## [5,] 0.07920765 0.07920765 0.07920765 0.07920765 0.07920765
## epsilon[53,4] epsilon[54,4] epsilon[55,4] gamma[1,1] gamma[2,1]
## [1,] 0.11704081 0.11704081 0.11704081 0.1193239 0.1193239
## [2,] 0.13844421 0.13844421 0.13844421 0.1756055 0.1756055
## [3,] 0.14906376 0.14906376 0.14906376 0.1680404 0.1680404
## [4,] 0.10328416 0.10328416 0.10328416 0.2197928 0.2197928
## [5,] 0.07920765 0.07920765 0.07920765 0.1739347 0.1739347
## gamma[3,1] gamma[4,1] gamma[5,1] gamma[6,1] gamma[7,1] gamma[8,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[9,1] gamma[10,1] gamma[11,1] gamma[12,1] gamma[13,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[14,1] gamma[15,1] gamma[16,1] gamma[17,1] gamma[18,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[19,1] gamma[20,1] gamma[21,1] gamma[22,1] gamma[23,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[24,1] gamma[25,1] gamma[26,1] gamma[27,1] gamma[28,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[29,1] gamma[30,1] gamma[31,1] gamma[32,1] gamma[33,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[34,1] gamma[35,1] gamma[36,1] gamma[37,1] gamma[38,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[39,1] gamma[40,1] gamma[41,1] gamma[42,1] gamma[43,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[44,1] gamma[45,1] gamma[46,1] gamma[47,1] gamma[48,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[49,1] gamma[50,1] gamma[51,1] gamma[52,1] gamma[53,1]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[54,1] gamma[55,1] gamma[1,2] gamma[2,2] gamma[3,2] gamma[4,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[5,2] gamma[6,2] gamma[7,2] gamma[8,2] gamma[9,2] gamma[10,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[11,2] gamma[12,2] gamma[13,2] gamma[14,2] gamma[15,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[16,2] gamma[17,2] gamma[18,2] gamma[19,2] gamma[20,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[21,2] gamma[22,2] gamma[23,2] gamma[24,2] gamma[25,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[26,2] gamma[27,2] gamma[28,2] gamma[29,2] gamma[30,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[31,2] gamma[32,2] gamma[33,2] gamma[34,2] gamma[35,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[36,2] gamma[37,2] gamma[38,2] gamma[39,2] gamma[40,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[41,2] gamma[42,2] gamma[43,2] gamma[44,2] gamma[45,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[46,2] gamma[47,2] gamma[48,2] gamma[49,2] gamma[50,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[51,2] gamma[52,2] gamma[53,2] gamma[54,2] gamma[55,2]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[1,3] gamma[2,3] gamma[3,3] gamma[4,3] gamma[5,3] gamma[6,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[7,3] gamma[8,3] gamma[9,3] gamma[10,3] gamma[11,3] gamma[12,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[13,3] gamma[14,3] gamma[15,3] gamma[16,3] gamma[17,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[18,3] gamma[19,3] gamma[20,3] gamma[21,3] gamma[22,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[23,3] gamma[24,3] gamma[25,3] gamma[26,3] gamma[27,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[28,3] gamma[29,3] gamma[30,3] gamma[31,3] gamma[32,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[33,3] gamma[34,3] gamma[35,3] gamma[36,3] gamma[37,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[38,3] gamma[39,3] gamma[40,3] gamma[41,3] gamma[42,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[43,3] gamma[44,3] gamma[45,3] gamma[46,3] gamma[47,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[48,3] gamma[49,3] gamma[50,3] gamma[51,3] gamma[52,3]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[53,3] gamma[54,3] gamma[55,3] gamma[1,4] gamma[2,4] gamma[3,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[4,4] gamma[5,4] gamma[6,4] gamma[7,4] gamma[8,4] gamma[9,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[10,4] gamma[11,4] gamma[12,4] gamma[13,4] gamma[14,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[15,4] gamma[16,4] gamma[17,4] gamma[18,4] gamma[19,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[20,4] gamma[21,4] gamma[22,4] gamma[23,4] gamma[24,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[25,4] gamma[26,4] gamma[27,4] gamma[28,4] gamma[29,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[30,4] gamma[31,4] gamma[32,4] gamma[33,4] gamma[34,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[35,4] gamma[36,4] gamma[37,4] gamma[38,4] gamma[39,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[40,4] gamma[41,4] gamma[42,4] gamma[43,4] gamma[44,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[45,4] gamma[46,4] gamma[47,4] gamma[48,4] gamma[49,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[50,4] gamma[51,4] gamma[52,4] gamma[53,4] gamma[54,4]
## [1,] 0.1193239 0.1193239 0.1193239 0.1193239 0.1193239
## [2,] 0.1756055 0.1756055 0.1756055 0.1756055 0.1756055
## [3,] 0.1680404 0.1680404 0.1680404 0.1680404 0.1680404
## [4,] 0.2197928 0.2197928 0.2197928 0.2197928 0.2197928
## [5,] 0.1739347 0.1739347 0.1739347 0.1739347 0.1739347
## gamma[55,4] lambda[1,1] lambda[2,1] lambda[3,1] lambda[4,1]
## [1,] 0.1193239 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.1756055 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.1680404 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 0.2197928 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.1739347 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[5,1] lambda[6,1] lambda[7,1] lambda[8,1] lambda[9,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[10,1] lambda[11,1] lambda[12,1] lambda[13,1] lambda[14,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[15,1] lambda[16,1] lambda[17,1] lambda[18,1] lambda[19,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[20,1] lambda[21,1] lambda[22,1] lambda[23,1] lambda[24,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[25,1] lambda[26,1] lambda[27,1] lambda[28,1] lambda[29,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[30,1] lambda[31,1] lambda[32,1] lambda[33,1] lambda[34,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[35,1] lambda[36,1] lambda[37,1] lambda[38,1] lambda[39,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[40,1] lambda[41,1] lambda[42,1] lambda[43,1] lambda[44,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[45,1] lambda[46,1] lambda[47,1] lambda[48,1] lambda[49,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[50,1] lambda[51,1] lambda[52,1] lambda[53,1] lambda[54,1]
## [1,] 0.9806590 0.9806590 0.9806590 0.9806590 0.9806590
## [2,] 0.9585092 0.9585092 0.9585092 0.9585092 0.9585092
## [3,] 0.9588483 0.9588483 0.9588483 0.9588483 0.9588483
## [4,] 1.0487257 1.0487257 1.0487257 1.0487257 1.0487257
## [5,] 0.9720959 0.9720959 0.9720959 0.9720959 0.9720959
## lambda[55,1] lambda[1,2] lambda[2,2] lambda[3,2] lambda[4,2]
## [1,] 0.9806590 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9585092 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9588483 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0487257 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9720959 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[5,2] lambda[6,2] lambda[7,2] lambda[8,2] lambda[9,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[10,2] lambda[11,2] lambda[12,2] lambda[13,2] lambda[14,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[15,2] lambda[16,2] lambda[17,2] lambda[18,2] lambda[19,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[20,2] lambda[21,2] lambda[22,2] lambda[23,2] lambda[24,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[25,2] lambda[26,2] lambda[27,2] lambda[28,2] lambda[29,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[30,2] lambda[31,2] lambda[32,2] lambda[33,2] lambda[34,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[35,2] lambda[36,2] lambda[37,2] lambda[38,2] lambda[39,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[40,2] lambda[41,2] lambda[42,2] lambda[43,2] lambda[44,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[45,2] lambda[46,2] lambda[47,2] lambda[48,2] lambda[49,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[50,2] lambda[51,2] lambda[52,2] lambda[53,2] lambda[54,2]
## [1,] 0.9849392 0.9849392 0.9849392 0.9849392 0.9849392
## [2,] 0.9703074 0.9703074 0.9703074 0.9703074 0.9703074
## [3,] 0.9706916 0.9706916 0.9706916 0.9706916 0.9706916
## [4,] 1.0314511 1.0314511 1.0314511 1.0314511 1.0314511
## [5,] 0.9785614 0.9785614 0.9785614 0.9785614 0.9785614
## lambda[55,2] lambda[1,3] lambda[2,3] lambda[3,3] lambda[4,3]
## [1,] 0.9849392 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9703074 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9706916 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0314511 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9785614 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[5,3] lambda[6,3] lambda[7,3] lambda[8,3] lambda[9,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[10,3] lambda[11,3] lambda[12,3] lambda[13,3] lambda[14,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[15,3] lambda[16,3] lambda[17,3] lambda[18,3] lambda[19,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[20,3] lambda[21,3] lambda[22,3] lambda[23,3] lambda[24,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[25,3] lambda[26,3] lambda[27,3] lambda[28,3] lambda[29,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[30,3] lambda[31,3] lambda[32,3] lambda[33,3] lambda[34,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[35,3] lambda[36,3] lambda[37,3] lambda[38,3] lambda[39,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[40,3] lambda[41,3] lambda[42,3] lambda[43,3] lambda[44,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[45,3] lambda[46,3] lambda[47,3] lambda[48,3] lambda[49,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[50,3] lambda[51,3] lambda[52,3] lambda[53,3] lambda[54,3]
## [1,] 0.9883232 0.9883232 0.9883232 0.9883232 0.9883232
## [2,] 0.9790091 0.9790091 0.9790091 0.9790091 0.9790091
## [3,] 0.9793811 0.9793811 0.9793811 0.9793811 0.9793811
## [4,] 1.0206408 1.0206408 1.0206408 1.0206408 1.0206408
## [5,] 0.9836376 0.9836376 0.9836376 0.9836376 0.9836376
## lambda[55,3] lambda[1,4] lambda[2,4] lambda[3,4] lambda[4,4]
## [1,] 0.9883232 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9790091 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9793811 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0206408 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9836376 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[5,4] lambda[6,4] lambda[7,4] lambda[8,4] lambda[9,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[10,4] lambda[11,4] lambda[12,4] lambda[13,4] lambda[14,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[15,4] lambda[16,4] lambda[17,4] lambda[18,4] lambda[19,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[20,4] lambda[21,4] lambda[22,4] lambda[23,4] lambda[24,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[25,4] lambda[26,4] lambda[27,4] lambda[28,4] lambda[29,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[30,4] lambda[31,4] lambda[32,4] lambda[33,4] lambda[34,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[35,4] lambda[36,4] lambda[37,4] lambda[38,4] lambda[39,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[40,4] lambda[41,4] lambda[42,4] lambda[43,4] lambda[44,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[45,4] lambda[46,4] lambda[47,4] lambda[48,4] lambda[49,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[50,4] lambda[51,4] lambda[52,4] lambda[53,4] lambda[54,4]
## [1,] 0.9909778 0.9909778 0.9909778 0.9909778 0.9909778
## [2,] 0.9852926 0.9852926 0.9852926 0.9852926 0.9852926
## [3,] 0.9856230 0.9856230 0.9856230 0.9856230 0.9856230
## [4,] 1.0136897 1.0136897 1.0136897 1.0136897 1.0136897
## [5,] 0.9875763 0.9875763 0.9875763 0.9875763 0.9875763
## lambda[55,4] lambda.prime[1,1] lambda.prime[2,1] lambda.prime[3,1]
## [1,] 0.9909778 0.9580285 0.9580285 0.9580285
## [2,] 0.9852926 0.8915124 0.8915124 0.8915124
## [3,] 0.9856230 0.9011043 0.9011043 0.9011043
## [4,] 1.0136897 1.1282117 1.1282117 1.1282117
## [5,] 0.9875763 0.8880804 0.8880804 0.8880804
## lambda.prime[4,1] lambda.prime[5,1] lambda.prime[6,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[7,1] lambda.prime[8,1] lambda.prime[9,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[10,1] lambda.prime[11,1] lambda.prime[12,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[13,1] lambda.prime[14,1] lambda.prime[15,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[16,1] lambda.prime[17,1] lambda.prime[18,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[19,1] lambda.prime[20,1] lambda.prime[21,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[22,1] lambda.prime[23,1] lambda.prime[24,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[25,1] lambda.prime[26,1] lambda.prime[27,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[28,1] lambda.prime[29,1] lambda.prime[30,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[31,1] lambda.prime[32,1] lambda.prime[33,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[34,1] lambda.prime[35,1] lambda.prime[36,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[37,1] lambda.prime[38,1] lambda.prime[39,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[40,1] lambda.prime[41,1] lambda.prime[42,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[43,1] lambda.prime[44,1] lambda.prime[45,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[46,1] lambda.prime[47,1] lambda.prime[48,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[49,1] lambda.prime[50,1] lambda.prime[51,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[52,1] lambda.prime[53,1] lambda.prime[54,1]
## [1,] 0.9580285 0.9580285 0.9580285
## [2,] 0.8915124 0.8915124 0.8915124
## [3,] 0.9011043 0.9011043 0.9011043
## [4,] 1.1282117 1.1282117 1.1282117
## [5,] 0.8880804 0.8880804 0.8880804
## lambda.prime[55,1] lambda.prime[1,2] lambda.prime[2,2]
## [1,] 0.9580285 0.9678830 0.9678830
## [2,] 0.8915124 0.9259137 0.9259137
## [3,] 0.9011043 0.9323483 0.9323483
## [4,] 1.1282117 1.0872326 1.0872326
## [5,] 0.8880804 0.9192264 0.9192264
## lambda.prime[3,2] lambda.prime[4,2] lambda.prime[5,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[6,2] lambda.prime[7,2] lambda.prime[8,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[9,2] lambda.prime[10,2] lambda.prime[11,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[12,2] lambda.prime[13,2] lambda.prime[14,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[15,2] lambda.prime[16,2] lambda.prime[17,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[18,2] lambda.prime[19,2] lambda.prime[20,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[21,2] lambda.prime[22,2] lambda.prime[23,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[24,2] lambda.prime[25,2] lambda.prime[26,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[27,2] lambda.prime[28,2] lambda.prime[29,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[30,2] lambda.prime[31,2] lambda.prime[32,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[33,2] lambda.prime[34,2] lambda.prime[35,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[36,2] lambda.prime[37,2] lambda.prime[38,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[39,2] lambda.prime[40,2] lambda.prime[41,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[42,2] lambda.prime[43,2] lambda.prime[44,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[45,2] lambda.prime[46,2] lambda.prime[47,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[48,2] lambda.prime[49,2] lambda.prime[50,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[51,2] lambda.prime[52,2] lambda.prime[53,2]
## [1,] 0.9678830 0.9678830 0.9678830
## [2,] 0.9259137 0.9259137 0.9259137
## [3,] 0.9323483 0.9323483 0.9323483
## [4,] 1.0872326 1.0872326 1.0872326
## [5,] 0.9192264 0.9192264 0.9192264
## lambda.prime[54,2] lambda.prime[55,2] lambda.prime[1,3]
## [1,] 0.9678830 0.9678830 0.9754243
## [2,] 0.9259137 0.9259137 0.9492191
## [3,] 0.9323483 0.9323483 0.9536562
## [4,] 1.0872326 1.0872326 1.0594246
## [5,] 0.9192264 0.9192264 0.9410228
## lambda.prime[2,3] lambda.prime[3,3] lambda.prime[4,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[5,3] lambda.prime[6,3] lambda.prime[7,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[8,3] lambda.prime[9,3] lambda.prime[10,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[11,3] lambda.prime[12,3] lambda.prime[13,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[14,3] lambda.prime[15,3] lambda.prime[16,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[17,3] lambda.prime[18,3] lambda.prime[19,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[20,3] lambda.prime[21,3] lambda.prime[22,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[23,3] lambda.prime[24,3] lambda.prime[25,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[26,3] lambda.prime[27,3] lambda.prime[28,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[29,3] lambda.prime[30,3] lambda.prime[31,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[32,3] lambda.prime[33,3] lambda.prime[34,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[35,3] lambda.prime[36,3] lambda.prime[37,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[38,3] lambda.prime[39,3] lambda.prime[40,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[41,3] lambda.prime[42,3] lambda.prime[43,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[44,3] lambda.prime[45,3] lambda.prime[46,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[47,3] lambda.prime[48,3] lambda.prime[49,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[50,3] lambda.prime[51,3] lambda.prime[52,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[53,3] lambda.prime[54,3] lambda.prime[55,3]
## [1,] 0.9754243 0.9754243 0.9754243
## [2,] 0.9492191 0.9492191 0.9492191
## [3,] 0.9536562 0.9536562 0.9536562
## [4,] 1.0594246 1.0594246 1.0594246
## [5,] 0.9410228 0.9410228 0.9410228
## lambda.prime[1,4] lambda.prime[2,4] lambda.prime[3,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[4,4] lambda.prime[5,4] lambda.prime[6,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[7,4] lambda.prime[8,4] lambda.prime[9,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[10,4] lambda.prime[11,4] lambda.prime[12,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[13,4] lambda.prime[14,4] lambda.prime[15,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[16,4] lambda.prime[17,4] lambda.prime[18,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[19,4] lambda.prime[20,4] lambda.prime[21,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[22,4] lambda.prime[23,4] lambda.prime[24,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[25,4] lambda.prime[26,4] lambda.prime[27,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[28,4] lambda.prime[29,4] lambda.prime[30,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[31,4] lambda.prime[32,4] lambda.prime[33,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[34,4] lambda.prime[35,4] lambda.prime[36,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[37,4] lambda.prime[38,4] lambda.prime[39,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[40,4] lambda.prime[41,4] lambda.prime[42,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[43,4] lambda.prime[44,4] lambda.prime[45,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[46,4] lambda.prime[47,4] lambda.prime[48,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[49,4] lambda.prime[50,4] lambda.prime[51,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[52,4] lambda.prime[53,4] lambda.prime[54,4]
## [1,] 0.9811988 0.9811988 0.9811988
## [2,] 0.9651474 0.9651474 0.9651474
## [3,] 0.9682551 0.9682551 0.9682551
## [4,] 1.0404530 1.0404530 1.0404530
## [5,] 0.9566232 0.9566232 0.9566232
## lambda.prime[55,4] occ.sites[1] occ.sites[2] occ.sites[3]
## [1,] 0.9811988 34 33 32
## [2,] 0.9651474 35 34 34
## [3,] 0.9682551 34 33 31
## [4,] 1.0404530 34 32 31
## [5,] 0.9566232 35 34 35
## occ.sites[4] occ.sites[5] p.detect[1] p.detect[2] p.detect[3]
## [1,] 34 31 0.5890744 0.5890744 0.5890744
## [2,] 31 31 0.5889278 0.5889278 0.5889278
## [3,] 32 31 0.6105755 0.6105755 0.6105755
## [4,] 33 32 0.6059404 0.6059404 0.6059404
## [5,] 32 31 0.5760053 0.5760053 0.5760053
## p.detect[4] p.detect[5] p.detect[6] p.detect[7] p.detect[8]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[9] p.detect[10] p.detect[11] p.detect[12] p.detect[13]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[14] p.detect[15] p.detect[16] p.detect[17] p.detect[18]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[19] p.detect[20] p.detect[21] p.detect[22] p.detect[23]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[24] p.detect[25] p.detect[26] p.detect[27] p.detect[28]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[29] p.detect[30] p.detect[31] p.detect[32] p.detect[33]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[34] p.detect[35] p.detect[36] p.detect[37] p.detect[38]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[39] p.detect[40] p.detect[41] p.detect[42] p.detect[43]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[44] p.detect[45] p.detect[46] p.detect[47] p.detect[48]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[49] p.detect[50] p.detect[51] p.detect[52] p.detect[53]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[54] p.detect[55] p.detect[56] p.detect[57] p.detect[58]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[59] p.detect[60] p.detect[61] p.detect[62] p.detect[63]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[64] p.detect[65] p.detect[66] p.detect[67] p.detect[68]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[69] p.detect[70] p.detect[71] p.detect[72] p.detect[73]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[74] p.detect[75] p.detect[76] p.detect[77] p.detect[78]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[79] p.detect[80] p.detect[81] p.detect[82] p.detect[83]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[84] p.detect[85] p.detect[86] p.detect[87] p.detect[88]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[89] p.detect[90] p.detect[91] p.detect[92] p.detect[93]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[94] p.detect[95] p.detect[96] p.detect[97] p.detect[98]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[99] p.detect[100] p.detect[101] p.detect[102] p.detect[103]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[104] p.detect[105] p.detect[106] p.detect[107] p.detect[108]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[109] p.detect[110] p.detect[111] p.detect[112] p.detect[113]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[114] p.detect[115] p.detect[116] p.detect[117] p.detect[118]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[119] p.detect[120] p.detect[121] p.detect[122] p.detect[123]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[124] p.detect[125] p.detect[126] p.detect[127] p.detect[128]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[129] p.detect[130] p.detect[131] p.detect[132] p.detect[133]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[134] p.detect[135] p.detect[136] p.detect[137] p.detect[138]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[139] p.detect[140] p.detect[141] p.detect[142] p.detect[143]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[144] p.detect[145] p.detect[146] p.detect[147] p.detect[148]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[149] p.detect[150] p.detect[151] p.detect[152] p.detect[153]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[154] p.detect[155] p.detect[156] p.detect[157] p.detect[158]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[159] p.detect[160] p.detect[161] p.detect[162] p.detect[163]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[164] p.detect[165] p.detect[166] p.detect[167] p.detect[168]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[169] p.detect[170] p.detect[171] p.detect[172] p.detect[173]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[174] p.detect[175] p.detect[176] p.detect[177] p.detect[178]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[179] p.detect[180] p.detect[181] p.detect[182] p.detect[183]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[184] p.detect[185] p.detect[186] p.detect[187] p.detect[188]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[189] p.detect[190] p.detect[191] p.detect[192] p.detect[193]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[194] p.detect[195] p.detect[196] p.detect[197] p.detect[198]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[199] p.detect[200] p.detect[201] p.detect[202] p.detect[203]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[204] p.detect[205] p.detect[206] p.detect[207] p.detect[208]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[209] p.detect[210] p.detect[211] p.detect[212] p.detect[213]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[214] p.detect[215] p.detect[216] p.detect[217] p.detect[218]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[219] p.detect[220] p.detect[221] p.detect[222] p.detect[223]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[224] p.detect[225] p.detect[226] p.detect[227] p.detect[228]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[229] p.detect[230] p.detect[231] p.detect[232] p.detect[233]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[234] p.detect[235] p.detect[236] p.detect[237] p.detect[238]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[239] p.detect[240] p.detect[241] p.detect[242] p.detect[243]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[244] p.detect[245] p.detect[246] p.detect[247] p.detect[248]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[249] p.detect[250] p.detect[251] p.detect[252] p.detect[253]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[254] p.detect[255] p.detect[256] p.detect[257] p.detect[258]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[259] p.detect[260] p.detect[261] p.detect[262] p.detect[263]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[264] p.detect[265] p.detect[266] p.detect[267] p.detect[268]
## [1,] 0.5890744 0.5890744 0.5890744 0.5890744 0.5890744
## [2,] 0.5889278 0.5889278 0.5889278 0.5889278 0.5889278
## [3,] 0.6105755 0.6105755 0.6105755 0.6105755 0.6105755
## [4,] 0.6059404 0.6059404 0.6059404 0.6059404 0.6059404
## [5,] 0.5760053 0.5760053 0.5760053 0.5760053 0.5760053
## p.detect[269] p.detect[270] p.detect[271] p.detect[272] p.detect[273]
## [1,] 0.5890744 0.5890744 0.5890744 0.4981224 0.4981224
## [2,] 0.5889278 0.5889278 0.5889278 0.5519179 0.5519179
## [3,] 0.6105755 0.6105755 0.6105755 0.5691817 0.5691817
## [4,] 0.6059404 0.6059404 0.6059404 0.4699207 0.4699207
## [5,] 0.5760053 0.5760053 0.5760053 0.5444031 0.5444031
## p.detect[274] p.detect[275] p.detect[276] p.detect[277] p.detect[278]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[279] p.detect[280] p.detect[281] p.detect[282] p.detect[283]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[284] p.detect[285] p.detect[286] p.detect[287] p.detect[288]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[289] p.detect[290] p.detect[291] p.detect[292] p.detect[293]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[294] p.detect[295] p.detect[296] p.detect[297] p.detect[298]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[299] p.detect[300] p.detect[301] p.detect[302] p.detect[303]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[304] p.detect[305] p.detect[306] p.detect[307] p.detect[308]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[309] p.detect[310] p.detect[311] p.detect[312] p.detect[313]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[314] p.detect[315] p.detect[316] p.detect[317] p.detect[318]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[319] p.detect[320] p.detect[321] p.detect[322] p.detect[323]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[324] p.detect[325] p.detect[326] p.detect[327] p.detect[328]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[329] p.detect[330] p.detect[331] p.detect[332] p.detect[333]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[334] p.detect[335] p.detect[336] p.detect[337] p.detect[338]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[339] p.detect[340] p.detect[341] p.detect[342] p.detect[343]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[344] p.detect[345] p.detect[346] p.detect[347] p.detect[348]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[349] p.detect[350] p.detect[351] p.detect[352] p.detect[353]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[354] p.detect[355] p.detect[356] p.detect[357] p.detect[358]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[359] p.detect[360] p.detect[361] p.detect[362] p.detect[363]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[364] p.detect[365] p.detect[366] p.detect[367] p.detect[368]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[369] p.detect[370] p.detect[371] p.detect[372] p.detect[373]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[374] p.detect[375] p.detect[376] p.detect[377] p.detect[378]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[379] p.detect[380] p.detect[381] p.detect[382] p.detect[383]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[384] p.detect[385] p.detect[386] p.detect[387] p.detect[388]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[389] p.detect[390] p.detect[391] p.detect[392] p.detect[393]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[394] p.detect[395] p.detect[396] p.detect[397] p.detect[398]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[399] p.detect[400] p.detect[401] p.detect[402] p.detect[403]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[404] p.detect[405] p.detect[406] p.detect[407] p.detect[408]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[409] p.detect[410] p.detect[411] p.detect[412] p.detect[413]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[414] p.detect[415] p.detect[416] p.detect[417] p.detect[418]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[419] p.detect[420] p.detect[421] p.detect[422] p.detect[423]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[424] p.detect[425] p.detect[426] p.detect[427] p.detect[428]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[429] p.detect[430] p.detect[431] p.detect[432] p.detect[433]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[434] p.detect[435] p.detect[436] p.detect[437] p.detect[438]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[439] p.detect[440] p.detect[441] p.detect[442] p.detect[443]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[444] p.detect[445] p.detect[446] p.detect[447] p.detect[448]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[449] p.detect[450] p.detect[451] p.detect[452] p.detect[453]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[454] p.detect[455] p.detect[456] p.detect[457] p.detect[458]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[459] p.detect[460] p.detect[461] p.detect[462] p.detect[463]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[464] p.detect[465] p.detect[466] p.detect[467] p.detect[468]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[469] p.detect[470] p.detect[471] p.detect[472] p.detect[473]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[474] p.detect[475] p.detect[476] p.detect[477] p.detect[478]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[479] p.detect[480] p.detect[481] p.detect[482] p.detect[483]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[484] p.detect[485] p.detect[486] p.detect[487] p.detect[488]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[489] p.detect[490] p.detect[491] p.detect[492] p.detect[493]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[494] p.detect[495] p.detect[496] p.detect[497] p.detect[498]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[499] p.detect[500] p.detect[501] p.detect[502] p.detect[503]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[504] p.detect[505] p.detect[506] p.detect[507] p.detect[508]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[509] p.detect[510] p.detect[511] p.detect[512] p.detect[513]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[514] p.detect[515] p.detect[516] p.detect[517] p.detect[518]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[519] p.detect[520] p.detect[521] p.detect[522] p.detect[523]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[524] p.detect[525] p.detect[526] p.detect[527] p.detect[528]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[529] p.detect[530] p.detect[531] p.detect[532] p.detect[533]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[534] p.detect[535] p.detect[536] p.detect[537] p.detect[538]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[539] p.detect[540] p.detect[541] p.detect[542] p.detect[543]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[544] p.detect[545] p.detect[546] p.detect[547] p.detect[548]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[549] p.detect[550] p.detect[551] p.detect[552] p.detect[553]
## [1,] 0.4981224 0.4981224 0.4981224 0.4981224 0.4981224
## [2,] 0.5519179 0.5519179 0.5519179 0.5519179 0.5519179
## [3,] 0.5691817 0.5691817 0.5691817 0.5691817 0.5691817
## [4,] 0.4699207 0.4699207 0.4699207 0.4699207 0.4699207
## [5,] 0.5444031 0.5444031 0.5444031 0.5444031 0.5444031
## p.detect[554] p.detect[555] p.detect[556] p.detect[557] p.detect[558]
## [1,] 0.4981224 0.4981224 0.3946481 0.3946481 0.3946481
## [2,] 0.5519179 0.5519179 0.4403781 0.4403781 0.4403781
## [3,] 0.5691817 0.5691817 0.3987196 0.3987196 0.3987196
## [4,] 0.4699207 0.4699207 0.4185995 0.4185995 0.4185995
## [5,] 0.5444031 0.5444031 0.3347431 0.3347431 0.3347431
## p.detect[559] p.detect[560] p.detect[561] p.detect[562] p.detect[563]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[564] p.detect[565] p.detect[566] p.detect[567] p.detect[568]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[569] p.detect[570] p.detect[571] p.detect[572] p.detect[573]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[574] p.detect[575] p.detect[576] p.detect[577] p.detect[578]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[579] p.detect[580] p.detect[581] p.detect[582] p.detect[583]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[584] p.detect[585] p.detect[586] p.detect[587] p.detect[588]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[589] p.detect[590] p.detect[591] p.detect[592] p.detect[593]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[594] p.detect[595] p.detect[596] p.detect[597] p.detect[598]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[599] p.detect[600] p.detect[601] p.detect[602] p.detect[603]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[604] p.detect[605] p.detect[606] p.detect[607] p.detect[608]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[609] p.detect[610] p.detect[611] p.detect[612] p.detect[613]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[614] p.detect[615] p.detect[616] p.detect[617] p.detect[618]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[619] p.detect[620] p.detect[621] p.detect[622] p.detect[623]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[624] p.detect[625] p.detect[626] p.detect[627] p.detect[628]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[629] p.detect[630] p.detect[631] p.detect[632] p.detect[633]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[634] p.detect[635] p.detect[636] p.detect[637] p.detect[638]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[639] p.detect[640] p.detect[641] p.detect[642] p.detect[643]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[644] p.detect[645] p.detect[646] p.detect[647] p.detect[648]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[649] p.detect[650] p.detect[651] p.detect[652] p.detect[653]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[654] p.detect[655] p.detect[656] p.detect[657] p.detect[658]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[659] p.detect[660] p.detect[661] p.detect[662] p.detect[663]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[664] p.detect[665] p.detect[666] p.detect[667] p.detect[668]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[669] p.detect[670] p.detect[671] p.detect[672] p.detect[673]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[674] p.detect[675] p.detect[676] p.detect[677] p.detect[678]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[679] p.detect[680] p.detect[681] p.detect[682] p.detect[683]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[684] p.detect[685] p.detect[686] p.detect[687] p.detect[688]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[689] p.detect[690] p.detect[691] p.detect[692] p.detect[693]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[694] p.detect[695] p.detect[696] p.detect[697] p.detect[698]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[699] p.detect[700] p.detect[701] p.detect[702] p.detect[703]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[704] p.detect[705] p.detect[706] p.detect[707] p.detect[708]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[709] p.detect[710] p.detect[711] p.detect[712] p.detect[713]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[714] p.detect[715] p.detect[716] p.detect[717] p.detect[718]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[719] p.detect[720] p.detect[721] p.detect[722] p.detect[723]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[724] p.detect[725] p.detect[726] p.detect[727] p.detect[728]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[729] p.detect[730] p.detect[731] p.detect[732] p.detect[733]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[734] p.detect[735] p.detect[736] p.detect[737] p.detect[738]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[739] p.detect[740] p.detect[741] p.detect[742] p.detect[743]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[744] p.detect[745] p.detect[746] p.detect[747] p.detect[748]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[749] p.detect[750] p.detect[751] p.detect[752] p.detect[753]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[754] p.detect[755] p.detect[756] p.detect[757] p.detect[758]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[759] p.detect[760] p.detect[761] p.detect[762] p.detect[763]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[764] p.detect[765] p.detect[766] p.detect[767] p.detect[768]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[769] p.detect[770] p.detect[771] p.detect[772] p.detect[773]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[774] p.detect[775] p.detect[776] p.detect[777] p.detect[778]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[779] p.detect[780] p.detect[781] p.detect[782] p.detect[783]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[784] p.detect[785] p.detect[786] p.detect[787] p.detect[788]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[789] p.detect[790] p.detect[791] p.detect[792] p.detect[793]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[794] p.detect[795] p.detect[796] p.detect[797] p.detect[798]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[799] p.detect[800] p.detect[801] p.detect[802] p.detect[803]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[804] p.detect[805] p.detect[806] p.detect[807] p.detect[808]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[809] p.detect[810] p.detect[811] p.detect[812] p.detect[813]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[814] p.detect[815] p.detect[816] p.detect[817] p.detect[818]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[819] p.detect[820] p.detect[821] p.detect[822] p.detect[823]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[824] p.detect[825] p.detect[826] p.detect[827] p.detect[828]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[829] p.detect[830] p.detect[831] p.detect[832] p.detect[833]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3946481
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4403781
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.3987196
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.4185995
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3347431
## p.detect[834] p.detect[835] p.detect[836] p.detect[837] p.detect[838]
## [1,] 0.3946481 0.3946481 0.3946481 0.3946481 0.3093319
## [2,] 0.4403781 0.4403781 0.4403781 0.4403781 0.4000082
## [3,] 0.3987196 0.3987196 0.3987196 0.3987196 0.4274450
## [4,] 0.4185995 0.4185995 0.4185995 0.4185995 0.3792219
## [5,] 0.3347431 0.3347431 0.3347431 0.3347431 0.3999024
## p.detect[839] p.detect[840] p.detect[841] p.detect[842] p.detect[843]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[844] p.detect[845] p.detect[846] p.detect[847] p.detect[848]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[849] p.detect[850] p.detect[851] p.detect[852] p.detect[853]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[854] p.detect[855] p.detect[856] p.detect[857] p.detect[858]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[859] p.detect[860] p.detect[861] p.detect[862] p.detect[863]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[864] p.detect[865] p.detect[866] p.detect[867] p.detect[868]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[869] p.detect[870] p.detect[871] p.detect[872] p.detect[873]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[874] p.detect[875] p.detect[876] p.detect[877] p.detect[878]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[879] p.detect[880] p.detect[881] p.detect[882] p.detect[883]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[884] p.detect[885] p.detect[886] p.detect[887] p.detect[888]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[889] p.detect[890] p.detect[891] p.detect[892] p.detect[893]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[894] p.detect[895] p.detect[896] p.detect[897] p.detect[898]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[899] p.detect[900] p.detect[901] p.detect[902] p.detect[903]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[904] p.detect[905] p.detect[906] p.detect[907] p.detect[908]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[909] p.detect[910] p.detect[911] p.detect[912] p.detect[913]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[914] p.detect[915] p.detect[916] p.detect[917] p.detect[918]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[919] p.detect[920] p.detect[921] p.detect[922] p.detect[923]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[924] p.detect[925] p.detect[926] p.detect[927] p.detect[928]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[929] p.detect[930] p.detect[931] p.detect[932] p.detect[933]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[934] p.detect[935] p.detect[936] p.detect[937] p.detect[938]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[939] p.detect[940] p.detect[941] p.detect[942] p.detect[943]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[944] p.detect[945] p.detect[946] p.detect[947] p.detect[948]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[949] p.detect[950] p.detect[951] p.detect[952] p.detect[953]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[954] p.detect[955] p.detect[956] p.detect[957] p.detect[958]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[959] p.detect[960] p.detect[961] p.detect[962] p.detect[963]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[964] p.detect[965] p.detect[966] p.detect[967] p.detect[968]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[969] p.detect[970] p.detect[971] p.detect[972] p.detect[973]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[974] p.detect[975] p.detect[976] p.detect[977] p.detect[978]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[979] p.detect[980] p.detect[981] p.detect[982] p.detect[983]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[984] p.detect[985] p.detect[986] p.detect[987] p.detect[988]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[989] p.detect[990] p.detect[991] p.detect[992] p.detect[993]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[994] p.detect[995] p.detect[996] p.detect[997] p.detect[998]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[999] p.detect[1000] p.detect[1001] p.detect[1002]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1003] p.detect[1004] p.detect[1005] p.detect[1006]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1007] p.detect[1008] p.detect[1009] p.detect[1010]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1011] p.detect[1012] p.detect[1013] p.detect[1014]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1015] p.detect[1016] p.detect[1017] p.detect[1018]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1019] p.detect[1020] p.detect[1021] p.detect[1022]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1023] p.detect[1024] p.detect[1025] p.detect[1026]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1027] p.detect[1028] p.detect[1029] p.detect[1030]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1031] p.detect[1032] p.detect[1033] p.detect[1034]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1035] p.detect[1036] p.detect[1037] p.detect[1038]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1039] p.detect[1040] p.detect[1041] p.detect[1042]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1043] p.detect[1044] p.detect[1045] p.detect[1046]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1047] p.detect[1048] p.detect[1049] p.detect[1050]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1051] p.detect[1052] p.detect[1053] p.detect[1054]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1055] p.detect[1056] p.detect[1057] p.detect[1058]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1059] p.detect[1060] p.detect[1061] p.detect[1062]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1063] p.detect[1064] p.detect[1065] p.detect[1066]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1067] p.detect[1068] p.detect[1069] p.detect[1070]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1071] p.detect[1072] p.detect[1073] p.detect[1074]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1075] p.detect[1076] p.detect[1077] p.detect[1078]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1079] p.detect[1080] p.detect[1081] p.detect[1082]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1083] p.detect[1084] p.detect[1085] p.detect[1086]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1087] p.detect[1088] p.detect[1089] p.detect[1090]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1091] p.detect[1092] p.detect[1093] p.detect[1094]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1095] p.detect[1096] p.detect[1097] p.detect[1098]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1099] p.detect[1100] p.detect[1101] p.detect[1102]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1103] p.detect[1104] p.detect[1105] p.detect[1106]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1107] p.detect[1108] p.detect[1109] p.detect[1110]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1111] p.detect[1112] p.detect[1113] p.detect[1114]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1115] p.detect[1116] p.detect[1117] p.detect[1118]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1119] p.detect[1120] p.detect[1121] p.detect[1122]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1123] p.detect[1124] p.detect[1125] p.detect[1126]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1127] p.detect[1128] p.detect[1129] p.detect[1130]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1131] p.detect[1132] p.detect[1133] p.detect[1134]
## [1,] 0.3093319 0.3093319 0.3093319 0.3093319
## [2,] 0.4000082 0.4000082 0.4000082 0.4000082
## [3,] 0.4274450 0.4274450 0.4274450 0.4274450
## [4,] 0.3792219 0.3792219 0.3792219 0.3792219
## [5,] 0.3999024 0.3999024 0.3999024 0.3999024
## p.detect[1135] p.detect[1136] p.detect[1137] p.detect[1138]
## [1,] 0.3093319 0.5894163 0.5894163 0.5894163
## [2,] 0.4000082 0.5412102 0.5412102 0.5412102
## [3,] 0.4274450 0.5667277 0.5667277 0.5667277
## [4,] 0.3792219 0.4826553 0.4826553 0.4826553
## [5,] 0.3999024 0.4284073 0.4284073 0.4284073
## p.detect[1139] p.detect[1140] p.detect[1141] p.detect[1142]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1143] p.detect[1144] p.detect[1145] p.detect[1146]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1147] p.detect[1148] p.detect[1149] p.detect[1150]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1151] p.detect[1152] p.detect[1153] p.detect[1154]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1155] p.detect[1156] p.detect[1157] p.detect[1158]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1159] p.detect[1160] p.detect[1161] p.detect[1162]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1163] p.detect[1164] p.detect[1165] p.detect[1166]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1167] p.detect[1168] p.detect[1169] p.detect[1170]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1171] p.detect[1172] p.detect[1173] p.detect[1174]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1175] p.detect[1176] p.detect[1177] p.detect[1178]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1179] p.detect[1180] p.detect[1181] p.detect[1182]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1183] p.detect[1184] p.detect[1185] p.detect[1186]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1187] p.detect[1188] p.detect[1189] p.detect[1190]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1191] p.detect[1192] p.detect[1193] p.detect[1194]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1195] p.detect[1196] p.detect[1197] p.detect[1198]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1199] p.detect[1200] p.detect[1201] p.detect[1202]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1203] p.detect[1204] p.detect[1205] p.detect[1206]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1207] p.detect[1208] p.detect[1209] p.detect[1210]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1211] p.detect[1212] p.detect[1213] p.detect[1214]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1215] p.detect[1216] p.detect[1217] p.detect[1218]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1219] p.detect[1220] p.detect[1221] p.detect[1222]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1223] p.detect[1224] p.detect[1225] p.detect[1226]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1227] p.detect[1228] p.detect[1229] p.detect[1230]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1231] p.detect[1232] p.detect[1233] p.detect[1234]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1235] p.detect[1236] p.detect[1237] p.detect[1238]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1239] p.detect[1240] p.detect[1241] p.detect[1242]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1243] p.detect[1244] p.detect[1245] p.detect[1246]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1247] p.detect[1248] p.detect[1249] p.detect[1250]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1251] p.detect[1252] p.detect[1253] p.detect[1254]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1255] p.detect[1256] p.detect[1257] p.detect[1258]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1259] p.detect[1260] p.detect[1261] p.detect[1262]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1263] p.detect[1264] p.detect[1265] p.detect[1266]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1267] p.detect[1268] p.detect[1269] p.detect[1270]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1271] p.detect[1272] p.detect[1273] p.detect[1274]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1275] p.detect[1276] p.detect[1277] p.detect[1278]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1279] p.detect[1280] p.detect[1281] p.detect[1282]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1283] p.detect[1284] p.detect[1285] p.detect[1286]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1287] p.detect[1288] p.detect[1289] p.detect[1290]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1291] p.detect[1292] p.detect[1293] p.detect[1294]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1295] p.detect[1296] p.detect[1297] p.detect[1298]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1299] p.detect[1300] p.detect[1301] p.detect[1302]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1303] p.detect[1304] p.detect[1305] p.detect[1306]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1307] p.detect[1308] p.detect[1309] p.detect[1310]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1311] p.detect[1312] p.detect[1313] p.detect[1314]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1315] p.detect[1316] p.detect[1317] p.detect[1318]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1319] p.detect[1320] p.detect[1321] p.detect[1322]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1323] p.detect[1324] p.detect[1325] p.detect[1326]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1327] p.detect[1328] p.detect[1329] p.detect[1330]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1331] p.detect[1332] p.detect[1333] p.detect[1334]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1335] p.detect[1336] p.detect[1337] p.detect[1338]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1339] p.detect[1340] p.detect[1341] p.detect[1342]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1343] p.detect[1344] p.detect[1345] p.detect[1346]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1347] p.detect[1348] p.detect[1349] p.detect[1350]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1351] p.detect[1352] p.detect[1353] p.detect[1354]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1355] p.detect[1356] p.detect[1357] p.detect[1358]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1359] p.detect[1360] p.detect[1361] p.detect[1362]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1363] p.detect[1364] p.detect[1365] p.detect[1366]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1367] p.detect[1368] p.detect[1369] p.detect[1370]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1371] p.detect[1372] p.detect[1373] p.detect[1374]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1375] p.detect[1376] p.detect[1377] p.detect[1378]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1379] p.detect[1380] p.detect[1381] p.detect[1382]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1383] p.detect[1384] p.detect[1385] p.detect[1386]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1387] p.detect[1388] p.detect[1389] p.detect[1390]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1391] p.detect[1392] p.detect[1393] p.detect[1394]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1395] p.detect[1396] p.detect[1397] p.detect[1398]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1399] p.detect[1400] p.detect[1401] p.detect[1402]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1403] p.detect[1404] p.detect[1405] p.detect[1406]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1407] p.detect[1408] p.detect[1409] p.detect[1410]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1411] p.detect[1412] p.detect[1413] p.detect[1414]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1415] p.detect[1416] p.detect[1417] p.detect[1418]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1419] p.detect[1420] p.detect[1421] p.detect[1422]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1423] p.detect[1424] p.detect[1425] p.detect[1426]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1427] p.detect[1428] p.detect[1429] p.detect[1430]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1431] p.detect[1432] p.detect[1433] p.detect[1434]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1435] p.detect[1436] p.detect[1437] p.detect[1438]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1439] p.detect[1440] p.detect[1441] p.detect[1442]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1443] p.detect[1444] p.detect[1445] p.detect[1446]
## [1,] 0.5894163 0.5894163 0.5894163 0.5894163
## [2,] 0.5412102 0.5412102 0.5412102 0.5412102
## [3,] 0.5667277 0.5667277 0.5667277 0.5667277
## [4,] 0.4826553 0.4826553 0.4826553 0.4826553
## [5,] 0.4284073 0.4284073 0.4284073 0.4284073
## p.detect[1447] p.detect[1448] psi[1,1] psi[2,1] psi[3,1] psi[4,1]
## [1,] 0.5894163 0.5894163 0.5498198 0.5498198 0.5498198 0.5498198
## [2,] 0.5412102 0.5412102 0.6442846 0.6442846 0.6442846 0.6442846
## [3,] 0.5667277 0.5667277 0.6089469 0.6089469 0.6089469 0.6089469
## [4,] 0.4826553 0.4826553 0.5911544 0.5911544 0.5911544 0.5911544
## [5,] 0.4284073 0.4284073 0.7722255 0.7722255 0.7722255 0.7722255
## psi[5,1] psi[6,1] psi[7,1] psi[8,1] psi[9,1] psi[10,1] psi[11,1]
## [1,] 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198
## [2,] 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846
## [3,] 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469
## [4,] 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544
## [5,] 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255
## psi[12,1] psi[13,1] psi[14,1] psi[15,1] psi[16,1] psi[17,1] psi[18,1]
## [1,] 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198
## [2,] 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846
## [3,] 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469
## [4,] 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544
## [5,] 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255
## psi[19,1] psi[20,1] psi[21,1] psi[22,1] psi[23,1] psi[24,1] psi[25,1]
## [1,] 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198
## [2,] 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846
## [3,] 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469
## [4,] 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544
## [5,] 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255
## psi[26,1] psi[27,1] psi[28,1] psi[29,1] psi[30,1] psi[31,1] psi[32,1]
## [1,] 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198
## [2,] 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846
## [3,] 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469
## [4,] 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544
## [5,] 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255
## psi[33,1] psi[34,1] psi[35,1] psi[36,1] psi[37,1] psi[38,1] psi[39,1]
## [1,] 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198
## [2,] 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846
## [3,] 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469
## [4,] 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544
## [5,] 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255
## psi[40,1] psi[41,1] psi[42,1] psi[43,1] psi[44,1] psi[45,1] psi[46,1]
## [1,] 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198
## [2,] 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846
## [3,] 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469
## [4,] 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544
## [5,] 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255
## psi[47,1] psi[48,1] psi[49,1] psi[50,1] psi[51,1] psi[52,1] psi[53,1]
## [1,] 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198 0.5498198
## [2,] 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846 0.6442846
## [3,] 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469 0.6089469
## [4,] 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544 0.5911544
## [5,] 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255 0.7722255
## psi[54,1] psi[55,1] psi[1,2] psi[2,2] psi[3,2] psi[4,2] psi[5,2]
## [1,] 0.5498198 0.5498198 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858
## [2,] 0.6442846 0.6442846 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527
## [3,] 0.6089469 0.6089469 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877
## [4,] 0.5911544 0.5911544 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588
## [5,] 0.7722255 0.7722255 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772
## psi[6,2] psi[7,2] psi[8,2] psi[9,2] psi[10,2] psi[11,2] psi[12,2]
## [1,] 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858
## [2,] 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527
## [3,] 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877
## [4,] 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588
## [5,] 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772
## psi[13,2] psi[14,2] psi[15,2] psi[16,2] psi[17,2] psi[18,2] psi[19,2]
## [1,] 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858
## [2,] 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527
## [3,] 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877
## [4,] 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588
## [5,] 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772
## psi[20,2] psi[21,2] psi[22,2] psi[23,2] psi[24,2] psi[25,2] psi[26,2]
## [1,] 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858
## [2,] 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527
## [3,] 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877
## [4,] 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588
## [5,] 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772
## psi[27,2] psi[28,2] psi[29,2] psi[30,2] psi[31,2] psi[32,2] psi[33,2]
## [1,] 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858
## [2,] 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527
## [3,] 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877
## [4,] 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588
## [5,] 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772
## psi[34,2] psi[35,2] psi[36,2] psi[37,2] psi[38,2] psi[39,2] psi[40,2]
## [1,] 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858
## [2,] 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527
## [3,] 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877
## [4,] 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588
## [5,] 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772
## psi[41,2] psi[42,2] psi[43,2] psi[44,2] psi[45,2] psi[46,2] psi[47,2]
## [1,] 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858
## [2,] 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527
## [3,] 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877
## [4,] 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588
## [5,] 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772
## psi[48,2] psi[49,2] psi[50,2] psi[51,2] psi[52,2] psi[53,2] psi[54,2]
## [1,] 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858 0.5391858
## [2,] 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527 0.6175527
## [3,] 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877 0.5838877
## [4,] 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588 0.6199588
## [5,] 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772 0.7506772
## psi[55,2] psi[1,3] psi[2,3] psi[3,3] psi[4,3] psi[5,3] psi[6,3]
## [1,] 0.5391858 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652
## [2,] 0.6175527 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160
## [3,] 0.5838877 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749
## [4,] 0.6199588 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572
## [5,] 0.7506772 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837
## psi[7,3] psi[8,3] psi[9,3] psi[10,3] psi[11,3] psi[12,3] psi[13,3]
## [1,] 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652
## [2,] 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160
## [3,] 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749
## [4,] 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572
## [5,] 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837
## psi[14,3] psi[15,3] psi[16,3] psi[17,3] psi[18,3] psi[19,3] psi[20,3]
## [1,] 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652
## [2,] 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160
## [3,] 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749
## [4,] 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572
## [5,] 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837
## psi[21,3] psi[22,3] psi[23,3] psi[24,3] psi[25,3] psi[26,3] psi[27,3]
## [1,] 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652
## [2,] 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160
## [3,] 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749
## [4,] 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572
## [5,] 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837
## psi[28,3] psi[29,3] psi[30,3] psi[31,3] psi[32,3] psi[33,3] psi[34,3]
## [1,] 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652
## [2,] 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160
## [3,] 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749
## [4,] 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572
## [5,] 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837
## psi[35,3] psi[36,3] psi[37,3] psi[38,3] psi[39,3] psi[40,3] psi[41,3]
## [1,] 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652
## [2,] 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160
## [3,] 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749
## [4,] 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572
## [5,] 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837
## psi[42,3] psi[43,3] psi[44,3] psi[45,3] psi[46,3] psi[47,3] psi[48,3]
## [1,] 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652
## [2,] 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160
## [3,] 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749
## [4,] 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572
## [5,] 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837
## psi[49,3] psi[50,3] psi[51,3] psi[52,3] psi[53,3] psi[54,3] psi[55,3]
## [1,] 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652 0.5310652
## [2,] 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160 0.5992160
## [3,] 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749 0.5667749
## [4,] 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572 0.6394572
## [5,] 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837 0.7345837
## psi[1,4] psi[2,4] psi[3,4] psi[4,4] psi[5,4] psi[6,4] psi[7,4]
## [1,] 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640
## [2,] 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379
## [3,] 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886
## [4,] 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561
## [5,] 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642
## psi[8,4] psi[9,4] psi[10,4] psi[11,4] psi[12,4] psi[13,4] psi[14,4]
## [1,] 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640
## [2,] 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379
## [3,] 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886
## [4,] 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561
## [5,] 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642
## psi[15,4] psi[16,4] psi[17,4] psi[18,4] psi[19,4] psi[20,4] psi[21,4]
## [1,] 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640
## [2,] 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379
## [3,] 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886
## [4,] 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561
## [5,] 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642
## psi[22,4] psi[23,4] psi[24,4] psi[25,4] psi[26,4] psi[27,4] psi[28,4]
## [1,] 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640
## [2,] 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379
## [3,] 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886
## [4,] 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561
## [5,] 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642
## psi[29,4] psi[30,4] psi[31,4] psi[32,4] psi[33,4] psi[34,4] psi[35,4]
## [1,] 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640
## [2,] 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379
## [3,] 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886
## [4,] 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561
## [5,] 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642
## psi[36,4] psi[37,4] psi[38,4] psi[39,4] psi[40,4] psi[41,4] psi[42,4]
## [1,] 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640
## [2,] 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379
## [3,] 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886
## [4,] 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561
## [5,] 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642
## psi[43,4] psi[44,4] psi[45,4] psi[46,4] psi[47,4] psi[48,4] psi[49,4]
## [1,] 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640
## [2,] 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379
## [3,] 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886
## [4,] 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561
## [5,] 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642
## psi[50,4] psi[51,4] psi[52,4] psi[53,4] psi[54,4] psi[55,4] psi[1,5]
## [1,] 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5248640 0.5201286
## [2,] 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5866379 0.5780099
## [3,] 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5550886 0.5471081
## [4,] 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6526561 0.6615908
## [5,] 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7225642 0.7135873
## psi[2,5] psi[3,5] psi[4,5] psi[5,5] psi[6,5] psi[7,5] psi[8,5]
## [1,] 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286
## [2,] 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099
## [3,] 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081
## [4,] 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908
## [5,] 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873
## psi[9,5] psi[10,5] psi[11,5] psi[12,5] psi[13,5] psi[14,5] psi[15,5]
## [1,] 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286
## [2,] 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099
## [3,] 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081
## [4,] 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908
## [5,] 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873
## psi[16,5] psi[17,5] psi[18,5] psi[19,5] psi[20,5] psi[21,5] psi[22,5]
## [1,] 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286
## [2,] 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099
## [3,] 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081
## [4,] 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908
## [5,] 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873
## psi[23,5] psi[24,5] psi[25,5] psi[26,5] psi[27,5] psi[28,5] psi[29,5]
## [1,] 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286
## [2,] 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099
## [3,] 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081
## [4,] 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908
## [5,] 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873
## psi[30,5] psi[31,5] psi[32,5] psi[33,5] psi[34,5] psi[35,5] psi[36,5]
## [1,] 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286
## [2,] 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099
## [3,] 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081
## [4,] 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908
## [5,] 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873
## psi[37,5] psi[38,5] psi[39,5] psi[40,5] psi[41,5] psi[42,5] psi[43,5]
## [1,] 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286
## [2,] 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099
## [3,] 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081
## [4,] 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908
## [5,] 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873
## psi[44,5] psi[45,5] psi[46,5] psi[47,5] psi[48,5] psi[49,5] psi[50,5]
## [1,] 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286
## [2,] 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099
## [3,] 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081
## [4,] 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908
## [5,] 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873
## psi[51,5] psi[52,5] psi[53,5] psi[54,5] psi[55,5] z[1,1] z[2,1]
## [1,] 0.5201286 0.5201286 0.5201286 0.5201286 0.5201286 1 0
## [2,] 0.5780099 0.5780099 0.5780099 0.5780099 0.5780099 1 0
## [3,] 0.5471081 0.5471081 0.5471081 0.5471081 0.5471081 1 0
## [4,] 0.6615908 0.6615908 0.6615908 0.6615908 0.6615908 1 0
## [5,] 0.7135873 0.7135873 0.7135873 0.7135873 0.7135873 1 0
## z[3,1] z[4,1] z[5,1] z[6,1] z[7,1] z[8,1] z[9,1] z[10,1] z[11,1]
## [1,] 1 1 0 1 0 0 0 1 1
## [2,] 1 1 0 1 0 0 0 1 1
## [3,] 1 1 0 1 0 0 0 1 1
## [4,] 1 1 0 1 0 0 0 1 1
## [5,] 1 1 0 1 0 0 0 1 1
## z[12,1] z[13,1] z[14,1] z[15,1] z[16,1] z[17,1] z[18,1] z[19,1]
## [1,] 1 1 1 1 1 1 0 1
## [2,] 1 1 1 1 1 1 0 1
## [3,] 1 1 1 1 1 1 0 1
## [4,] 1 1 1 1 1 1 0 1
## [5,] 1 1 1 1 1 1 0 1
## z[20,1] z[21,1] z[22,1] z[23,1] z[24,1] z[25,1] z[26,1] z[27,1]
## [1,] 1 1 1 1 0 0 1 1
## [2,] 1 1 1 1 0 0 1 1
## [3,] 1 1 1 1 0 0 1 1
## [4,] 1 1 1 1 0 0 1 1
## [5,] 1 1 1 1 0 0 1 1
## z[28,1] z[29,1] z[30,1] z[31,1] z[32,1] z[33,1] z[34,1] z[35,1]
## [1,] 0 1 1 1 0 1 1 1
## [2,] 0 1 1 1 0 1 1 1
## [3,] 0 1 1 1 0 1 1 1
## [4,] 0 1 1 1 0 1 1 1
## [5,] 0 1 1 1 0 1 1 1
## z[36,1] z[37,1] z[38,1] z[39,1] z[40,1] z[41,1] z[42,1] z[43,1]
## [1,] 0 1 0 1 1 1 0 1
## [2,] 0 1 0 1 1 1 0 1
## [3,] 0 1 0 1 1 1 0 1
## [4,] 0 1 0 1 1 1 0 1
## [5,] 0 1 0 1 1 1 0 1
## z[44,1] z[45,1] z[46,1] z[47,1] z[48,1] z[49,1] z[50,1] z[51,1]
## [1,] 0 1 0 1 0 1 0 0
## [2,] 0 1 0 1 0 1 0 0
## [3,] 0 1 0 1 0 0 0 0
## [4,] 0 1 0 1 0 0 0 0
## [5,] 0 1 0 1 0 1 0 0
## z[52,1] z[53,1] z[54,1] z[55,1] z[1,2] z[2,2] z[3,2] z[4,2] z[5,2]
## [1,] 0 0 0 1 1 0 1 1 0
## [2,] 1 0 0 1 1 0 1 1 0
## [3,] 1 0 0 1 1 0 1 1 0
## [4,] 1 0 0 1 1 0 1 1 0
## [5,] 1 0 0 1 1 0 1 1 0
## z[6,2] z[7,2] z[8,2] z[9,2] z[10,2] z[11,2] z[12,2] z[13,2] z[14,2]
## [1,] 1 0 1 0 0 1 1 1 1
## [2,] 1 0 1 0 0 1 1 1 1
## [3,] 1 0 1 0 0 1 1 1 1
## [4,] 1 0 1 0 0 1 1 1 1
## [5,] 1 0 1 0 0 1 1 1 1
## z[15,2] z[16,2] z[17,2] z[18,2] z[19,2] z[20,2] z[21,2] z[22,2]
## [1,] 1 1 1 0 0 1 1 1
## [2,] 1 1 1 0 0 1 1 1
## [3,] 1 1 1 0 0 1 1 1
## [4,] 1 1 1 0 0 1 1 1
## [5,] 1 1 1 0 0 1 1 1
## z[23,2] z[24,2] z[25,2] z[26,2] z[27,2] z[28,2] z[29,2] z[30,2]
## [1,] 1 0 0 1 1 0 1 1
## [2,] 1 0 0 1 1 0 1 1
## [3,] 1 0 0 1 1 0 1 1
## [4,] 1 0 0 1 1 0 1 1
## [5,] 1 0 0 1 1 0 1 1
## z[31,2] z[32,2] z[33,2] z[34,2] z[35,2] z[36,2] z[37,2] z[38,2]
## [1,] 0 0 1 1 1 0 1 0
## [2,] 0 0 1 1 1 0 1 0
## [3,] 0 0 1 1 1 0 1 0
## [4,] 0 0 1 1 1 0 1 0
## [5,] 0 0 1 1 1 0 1 0
## z[39,2] z[40,2] z[41,2] z[42,2] z[43,2] z[44,2] z[45,2] z[46,2]
## [1,] 1 1 1 0 1 1 1 0
## [2,] 1 1 1 0 1 1 1 0
## [3,] 1 1 1 0 1 1 1 0
## [4,] 1 0 1 0 1 1 1 0
## [5,] 1 1 1 0 1 1 1 0
## z[47,2] z[48,2] z[49,2] z[50,2] z[51,2] z[52,2] z[53,2] z[54,2]
## [1,] 1 0 0 0 0 1 0 0
## [2,] 1 0 1 0 0 1 0 0
## [3,] 1 0 0 0 0 1 0 0
## [4,] 1 0 0 0 0 1 0 0
## [5,] 1 0 1 0 0 1 0 0
## z[55,2] z[1,3] z[2,3] z[3,3] z[4,3] z[5,3] z[6,3] z[7,3] z[8,3]
## [1,] 1 1 0 1 1 0 1 0 1
## [2,] 1 1 0 1 1 0 1 0 1
## [3,] 1 1 1 1 1 0 1 0 1
## [4,] 1 1 0 1 1 0 1 0 1
## [5,] 1 1 1 1 1 0 1 0 1
## z[9,3] z[10,3] z[11,3] z[12,3] z[13,3] z[14,3] z[15,3] z[16,3]
## [1,] 0 0 1 1 1 1 1 1
## [2,] 0 1 1 1 1 1 1 0
## [3,] 0 0 1 1 1 1 1 0
## [4,] 0 1 1 1 1 1 1 0
## [5,] 0 0 1 1 1 1 1 0
## z[17,3] z[18,3] z[19,3] z[20,3] z[21,3] z[22,3] z[23,3] z[24,3]
## [1,] 0 0 0 1 1 1 1 0
## [2,] 1 0 0 1 1 1 1 0
## [3,] 0 0 0 1 1 1 1 0
## [4,] 0 0 0 1 1 1 1 0
## [5,] 1 0 0 1 1 1 1 0
## z[25,3] z[26,3] z[27,3] z[28,3] z[29,3] z[30,3] z[31,3] z[32,3]
## [1,] 0 1 1 0 0 1 0 0
## [2,] 0 1 1 0 1 1 0 0
## [3,] 0 1 1 0 0 1 0 0
## [4,] 0 1 1 0 0 1 0 0
## [5,] 0 1 1 0 1 1 0 0
## z[33,3] z[34,3] z[35,3] z[36,3] z[37,3] z[38,3] z[39,3] z[40,3]
## [1,] 1 1 1 1 1 0 1 1
## [2,] 1 1 1 1 1 0 1 1
## [3,] 1 1 1 1 1 0 1 1
## [4,] 1 1 1 1 1 0 1 1
## [5,] 1 1 1 1 1 0 1 1
## z[41,3] z[42,3] z[43,3] z[44,3] z[45,3] z[46,3] z[47,3] z[48,3]
## [1,] 0 1 1 1 0 0 1 0
## [2,] 0 1 1 1 0 0 1 0
## [3,] 0 0 1 1 0 0 1 0
## [4,] 0 0 1 1 0 0 1 0
## [5,] 1 0 1 1 0 0 1 0
## z[49,3] z[50,3] z[51,3] z[52,3] z[53,3] z[54,3] z[55,3] z[1,4] z[2,4]
## [1,] 1 0 0 1 0 0 1 1 1
## [2,] 1 0 0 1 0 0 1 1 1
## [3,] 1 0 0 1 0 0 1 1 1
## [4,] 1 0 0 1 0 0 1 1 1
## [5,] 1 0 0 1 0 1 1 1 1
## z[3,4] z[4,4] z[5,4] z[6,4] z[7,4] z[8,4] z[9,4] z[10,4] z[11,4]
## [1,] 0 1 0 1 0 1 0 1 1
## [2,] 0 1 0 1 0 1 0 1 1
## [3,] 0 1 0 1 0 1 0 1 1
## [4,] 0 1 0 1 0 1 0 1 1
## [5,] 0 1 0 1 0 1 0 1 1
## z[12,4] z[13,4] z[14,4] z[15,4] z[16,4] z[17,4] z[18,4] z[19,4]
## [1,] 1 1 1 1 1 0 0 0
## [2,] 1 1 1 1 0 0 0 0
## [3,] 1 1 1 1 0 0 0 0
## [4,] 1 1 1 1 0 0 0 0
## [5,] 1 1 1 1 0 0 0 0
## z[20,4] z[21,4] z[22,4] z[23,4] z[24,4] z[25,4] z[26,4] z[27,4]
## [1,] 1 0 1 1 0 0 1 0
## [2,] 1 0 1 1 0 0 0 0
## [3,] 1 0 1 1 0 0 0 0
## [4,] 1 0 1 1 0 0 1 0
## [5,] 1 0 1 1 0 0 1 0
## z[28,4] z[29,4] z[30,4] z[31,4] z[32,4] z[33,4] z[34,4] z[35,4]
## [1,] 1 0 1 0 0 0 1 1
## [2,] 1 0 1 0 0 0 1 1
## [3,] 1 0 1 0 0 0 1 1
## [4,] 1 0 1 0 0 0 1 1
## [5,] 1 0 1 0 0 0 1 1
## z[36,4] z[37,4] z[38,4] z[39,4] z[40,4] z[41,4] z[42,4] z[43,4]
## [1,] 1 1 0 1 1 1 1 0
## [2,] 1 1 0 1 1 1 1 0
## [3,] 1 1 0 1 1 1 1 1
## [4,] 1 1 0 1 1 1 1 0
## [5,] 1 1 0 1 1 1 1 0
## z[44,4] z[45,4] z[46,4] z[47,4] z[48,4] z[49,4] z[50,4] z[51,4]
## [1,] 1 0 1 1 1 0 0 0
## [2,] 0 0 1 1 1 0 0 0
## [3,] 0 0 1 1 1 0 0 0
## [4,] 1 0 1 1 1 0 0 0
## [5,] 0 0 1 1 1 0 0 0
## z[52,4] z[53,4] z[54,4] z[55,4] z[1,5] z[2,5] z[3,5] z[4,5] z[5,5]
## [1,] 1 1 1 1 1 1 0 1 1
## [2,] 1 1 1 1 1 1 0 1 1
## [3,] 1 1 1 1 1 1 0 1 1
## [4,] 1 1 1 1 1 1 0 1 1
## [5,] 1 1 1 1 1 1 0 1 1
## z[6,5] z[7,5] z[8,5] z[9,5] z[10,5] z[11,5] z[12,5] z[13,5] z[14,5]
## [1,] 1 0 0 0 1 1 1 1 1
## [2,] 1 0 0 0 1 1 1 1 1
## [3,] 1 0 0 0 1 1 1 1 1
## [4,] 1 0 0 0 1 1 1 1 1
## [5,] 1 0 0 0 1 1 1 1 1
## z[15,5] z[16,5] z[17,5] z[18,5] z[19,5] z[20,5] z[21,5] z[22,5]
## [1,] 1 1 0 0 0 1 0 1
## [2,] 1 1 0 0 0 1 0 1
## [3,] 1 1 0 0 0 1 0 1
## [4,] 1 1 0 0 0 1 0 1
## [5,] 1 1 0 0 0 1 0 1
## z[23,5] z[24,5] z[25,5] z[26,5] z[27,5] z[28,5] z[29,5] z[30,5]
## [1,] 1 0 0 1 0 1 0 1
## [2,] 1 0 0 1 0 1 0 1
## [3,] 1 0 0 1 0 1 0 1
## [4,] 1 0 0 1 0 1 0 1
## [5,] 1 0 0 1 0 1 0 1
## z[31,5] z[32,5] z[33,5] z[34,5] z[35,5] z[36,5] z[37,5] z[38,5]
## [1,] 0 0 0 1 1 0 1 0
## [2,] 0 0 0 1 1 0 1 0
## [3,] 0 0 0 1 1 0 1 0
## [4,] 0 0 0 1 1 0 1 0
## [5,] 0 0 0 1 1 0 1 0
## z[39,5] z[40,5] z[41,5] z[42,5] z[43,5] z[44,5] z[45,5] z[46,5]
## [1,] 1 1 1 0 0 1 0 1
## [2,] 1 1 1 0 0 1 0 1
## [3,] 1 1 1 0 0 1 0 1
## [4,] 1 1 1 0 0 1 0 1
## [5,] 1 1 1 0 0 1 0 1
## z[47,5] z[48,5] z[49,5] z[50,5] z[51,5] z[52,5] z[53,5] z[54,5]
## [1,] 1 1 0 0 0 1 1 1
## [2,] 1 1 0 0 0 1 1 1
## [3,] 1 1 0 0 0 1 1 1
## [4,] 1 1 0 0 0 1 1 1
## [5,] 1 1 0 0 0 1 1 1
## z[55,5]
## [1,] 0
## [2,] 0
## [3,] 0
## [4,] 1
## [5,] 0
results$BUGSoutput$sims.matrix[1:5,"psi[1,1]"]
## [1] 0.5498198 0.6442846 0.6089469 0.5911544 0.7722255
# make a posterior density plot
plotdata <- data.frame(parm=results$BUGSoutput$sims.matrix[,"psi[1,1]"], stringsAsFactors=FALSE)
head(plotdata)
## parm
## 1 0.5498198
## 2 0.6442846
## 3 0.6089469
## 4 0.5911544
## 5 0.7722255
## 6 0.5641988
postplot.parm <- ggplot2::ggplot( data=plotdata, aes(x=parm, y=..density..))+
geom_histogram(alpha=0.3)+
geom_density()+
ggtitle("Posterior density plot for psi")
postplot.parm
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
ggsave(plot=postplot.parm, file='psi-posterior-p-t-psi-dot.png', h=4, w=6, units="in", dpi=300)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
# make a trace plot (notice we use the sims.array here)
plotdata <- data.frame(psi=results$BUGSoutput$sims.array[,,"psi[1,1]"], stringsAsFactors=FALSE)
plotdata$iteration <- 1:nrow(plotdata)
head(plotdata)
## psi.1 psi.2 psi.3 iteration
## 1 0.5691929 0.6893238 0.7066636 1
## 2 0.6739184 0.5561023 0.6809180 2
## 3 0.6250099 0.5763200 0.6031588 3
## 4 0.7220460 0.5862917 0.6525914 4
## 5 0.5770331 0.6660912 0.5761606 5
## 6 0.7012698 0.6476425 0.7273210 6
# convert from wide to long format
plotdata2 <- reshape2:::melt.data.frame(data=plotdata,
id.vars="iteration",
measure.vars=paste("psi",1:results$BUGSoutput$n.chains,sep="."),
variable.name="chain",
value.name='psi')
head(plotdata2)
## iteration chain psi
## 1 1 psi.1 0.5691929
## 2 2 psi.1 0.6739184
## 3 3 psi.1 0.6250099
## 4 4 psi.1 0.7220460
## 5 5 psi.1 0.5770331
## 6 6 psi.1 0.7012698
traceplot.parm <- ggplot2::ggplot(data=plotdata2, aes(x=iteration, y=psi, color=chain))+
ggtitle("Trace plot for psi")+
geom_line(alpha=.2)
traceplot.parm
ggsave(plot=traceplot.parm, file='psi-trace-p-t-psi-dot.png', h=4, w=6, units="in", dpi=300)
# autocorrelation plot
# First compute the autocorrelation plot
acf.parm <-acf( results$BUGSoutput$sims.matrix[,"psi[1,1]"], plot=FALSE)
acf.parm
##
## Autocorrelations of series 'results$BUGSoutput$sims.matrix[, "psi[1,1]"]', by lag
##
## 0 1 2 3 4 5 6 7 8 9
## 1.000 -0.016 -0.014 -0.015 0.004 -0.027 -0.006 0.017 0.018 -0.022
## 10 11 12 13 14 15 16 17 18 19
## 0.024 -0.013 0.002 -0.006 0.003 -0.009 0.014 0.003 -0.002 -0.006
## 20 21 22 23 24 25 26 27 28 29
## 0.002 -0.001 -0.008 -0.018 -0.001 -0.011 -0.017 0.002 -0.006 0.005
## 30 31 32 33 34 35 36
## -0.010 -0.011 0.034 -0.004 -0.019 -0.014 0.023
acfplot.parm <- ggplot(data=with(acf.parm, data.frame(lag, acf)), aes(x = lag, y = acf)) +
ggtitle("Autocorrelation plot for psi")+
geom_hline(aes(yintercept = 0)) +
geom_segment(aes(xend = lag, yend = 0))
acfplot.parm
ggsave(plot=acfplot.parm, file="psi-acf-p-t-psi-dot.png",h=4, w=6, units="in", dpi=300)
# Model assessment (Bayesian Posterior Predictive Checks) not yet implemented here.