options(jupyter.plot_mimetypes = 'image/png')
Goal : Reject a null value of a parameter.
Goal : Affirm a predicted value of a parameter.
Goal : Achieve precision in the estimate of a parameter.
HDI : natural interpretation for purposes of parameter esitmation and measurement of precision
Crucial obstacle to the goals of research : random sample
Power : (In traditional) Rejecting the null hyothesis [one conventional sampling plan)
The flow of information in a power analysis
minNforHDIpower = function( genPriorMode , genPriorN ,
HDImaxwid=NULL , nullVal=NULL ,
ROPE=c(max(0,nullVal-.02),min(1,nullVal+.02)) ,
desiredPower=0.8 , audPriorMode=0.5 , audPriorN=2 ,
HDImass=0.95 , initSampSize=20 , verbose=TRUE ) {
# Check for argument consistency:
if ( !xor( is.null(HDImaxwid) , is.null(nullVal) ) ) {
stop("One and only one of HDImaxwid and nullVal must be specified.")
}
# Load HDIofICDF function if not already present:
if ( !exists("HDIofICDF") ) source("DBDA2E-utilities.R")
# Convert prior mode and N to a,b parameters of beta distribution:
genPriorA = genPriorMode * (genPriorN-2) + 1
genPriorB = ( 1.0 - genPriorMode ) * (genPriorN-2) + 1
audPriorA = audPriorMode * (audPriorN-2) + 1
audPriorB = ( 1.0 - audPriorMode ) * (audPriorN-2) + 1
# Initialize loop for incrementing sampleSize:
sampleSize = initSampSize
notPowerfulEnough = TRUE
# Increment sampleSize until desired power is achieved:
while( notPowerfulEnough ) {
zvec = 0:sampleSize # vector of all possible z values for N flips.
# Compute probability of each z value for data-generating prior:
pzvec = exp( lchoose( sampleSize , zvec )
+ lbeta( zvec + genPriorA , sampleSize-zvec + genPriorB )
- lbeta( genPriorA , genPriorB ) )
# For each z value, compute posterior HDI:
# hdiMat will hold HDI limits for each z:
hdiMat = matrix( 0 , nrow=length(zvec) , ncol=2 )
for ( zIdx in 1:length(zvec) ) {
z = zvec[zIdx]
hdiMat[zIdx,] = HDIofICDF( qbeta ,
shape1 = z + audPriorA ,
shape2 = sampleSize - z + audPriorB ,
credMass = HDImass )
}
# Compute HDI widths:
hdiWid = hdiMat[,2] - hdiMat[,1]
# Sum the probabilities of outcomes with satisfactory HDI widths:
if ( !is.null( HDImaxwid ) ) {
powerHDI = sum( pzvec[ hdiWid < HDImaxwid ] )
}
# Sum the probabilities of outcomes with HDI excluding ROPE:
if ( !is.null( nullVal ) ) {
powerHDI = sum( pzvec[ hdiMat[,1] > ROPE[2] | hdiMat[,2] < ROPE[1] ] )
}
if ( verbose ) {
cat( " For sample size = ", sampleSize , ", power = " , powerHDI ,
"\n" , sep="" ) ; flush.console()
}
if ( powerHDI > desiredPower ) { # If desired power is attained,
notPowerfulEnough = FALSE # set flag to stop,
} else { # otherwise
sampleSize = sampleSize + 1 # increment the sample size.
}
} # End while( notPowerfulEnough ).
# Return the sample size that achieved the desired power:
return( sampleSize )
} # End of function.
#http://sourceforge.net/projects/mcmc-jags/ jags 설치
#install.packages(c("rjags", "runjags"), repos="http://cran.rstudio.com/ ")
library(rjags)
library(runjags)
Loading required package: coda Linked to JAGS 3.4.0 Loaded modules: basemod,bugs
sameSize = minNforHDIpower(genPriorMode = 0.75, genPriorN = 2000, HDImaxwid=NULL, nullVal=0.5,
ROPE=c(0.48,0.52), desiredPower=0.8, audPriorMode=0.5, audPriorN=2,
HDImass=0.95, initSampSize=5, verbose=TRUE)
For sample size = 5, power = 0.2383007 For sample size = 6, power = 0.1783183 For sample size = 7, power = 0.4460128 For sample size = 8, power = 0.36732 For sample size = 9, power = 0.30045 For sample size = 10, power = 0.2441963 For sample size = 11, power = 0.4549477 For sample size = 12, power = 0.3905216 For sample size = 13, power = 0.3326128 For sample size = 14, power = 0.5207247 For sample size = 15, power = 0.4608513 For sample size = 16, power = 0.6291068 For sample size = 17, power = 0.5729475 For sample size = 18, power = 0.5179317 For sample size = 19, power = 0.6663597 For sample size = 20, power = 0.6159196 For sample size = 21, power = 0.5655352 For sample size = 22, power = 0.6976802 For sample size = 23, power = 0.6521637 For sample size = 24, power = 0.606033 For sample size = 25, power = 0.7245362 For sample size = 26, power = 0.6832871 For sample size = 27, power = 0.7836981 For sample size = 28, power = 0.7479021 For sample size = 29, power = 0.7103786 For sample size = 30, power = 0.8009259
sameSize = minNforHDIpower(genPriorMode = 0.75, genPriorN = 10, HDImaxwid=0.2, nullVal=NULL,
ROPE=NULL, desiredPower=0.8, audPriorMode=0.5, audPriorN=2,
HDImass=0.95, initSampSize=50, verbose=TRUE)
For sample size = 50, power = 0.2144336 For sample size = 51, power = 0.2063202 For sample size = 52, power = 0.1985948 For sample size = 53, power = 0.234573 For sample size = 54, power = 0.2263021 For sample size = 55, power = 0.2618712 For sample size = 56, power = 0.2531572 For sample size = 57, power = 0.2448051 For sample size = 58, power = 0.279018 For sample size = 59, power = 0.2703056 For sample size = 60, power = 0.3038038 For sample size = 61, power = 0.2948081 For sample size = 62, power = 0.3274775 For sample size = 63, power = 0.3182657 For sample size = 64, power = 0.3500334 For sample size = 65, power = 0.3406634 For sample size = 66, power = 0.3714873 For sample size = 67, power = 0.4017013 For sample size = 68, power = 0.3918694 For sample size = 69, power = 0.4210687 For sample size = 70, power = 0.4112197 For sample size = 71, power = 0.4394204 For sample size = 72, power = 0.4668602 For sample size = 73, power = 0.45681 For sample size = 74, power = 0.4832719 For sample size = 75, power = 0.5089359 For sample size = 76, power = 0.5337822 For sample size = 77, power = 0.5235513 For sample size = 78, power = 0.5474934 For sample size = 79, power = 0.5706373 For sample size = 80, power = 0.5929882 For sample size = 81, power = 0.6145578 For sample size = 82, power = 0.6353626 For sample size = 83, power = 0.6554231 For sample size = 84, power = 0.6747629 For sample size = 85, power = 0.6934076 For sample size = 86, power = 0.7113842 For sample size = 87, power = 0.7287209 For sample size = 88, power = 0.7716517 For sample size = 89, power = 0.787177 For sample size = 90, power = 0.8266938
source("Jags-Ydich-Xnom1subj-MbernBeta.R")
********************************************************************* Kruschke, J. K. (2015). Doing Bayesian Data Analysis, Second Edition: A Tutorial with R, JAGS, and Stan. Academic Press / Elsevier. *********************************************************************
goalAchievedForSample = function (data ) {
#Generate the MCMC chain:
mcmcCoda = genMCMC(data = data, numSavedSteps=10000, saveName=NULL)
#Check goal achievement, First, Compute the HDI:
thetaHDI = HDIofMCMC(as.matrix(mcmcCoda[,"theta"]))
#Define list for recording results:
goalAchieved = list()
#Goal: Exclude ROPE around null value:
thetaROPE = c(0.48, 0.52)
goalAchieved = c(goalAchieved, "ExcludeROPE"=(thetaHDI[1] > thetaROPE[2] | thetaHDI[2] < thetaROPE[1]) )
#Goal : HDI less than max width:
thetaHDImaxWid = 0.2
goalAchieved = c(goalAchieved, "NarrowHDI"=(thetaHDI[2]-thetaHDI[1] < thetaHDImaxWid))
#More goals can be inserted here if wanted...
#Return list of goal results:
return(goalAchieved)
}
#Specify mode and concentration of hypothetical parameter distribution:
omega = 0.70
kappa = 2000
#Specify sample size for each simulated date set:
sampleN = 74
# Run a bunch of simulated experiments:
nSimulatedDateSets = 1000 #An arbitrary large number.
for (simIdx in 1:nSimulatedDateSets){
#Generate random value from hypothesized parameter distribution
genTheta = rbeta(1, omega*(kappa-2)+1, (1-omega)*(kappa-2)+1 )
#Generate random data based on parameter value:
sampleZ = rbinom(1, size=sampleN, prob=genTheta)
#Convert to vector of 0's and 1's for delivery to JAGS function:
simulatedData = c(rep(1,sampleZ), rep(0,sampleN-sampleZ))
#Do Bayesian analysis on simulated data:
goalAchieved = goalAchievedForSample(simulatedData)
#Tally the results:
if (!exists("goalTally")) { # if goalTally does not exist, create it
goalTally = matrix(nrow=0, ncol=length(goalAchieved))
}
goalTally = rbind(goalTally, goalAchieved)
}
Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain... Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 77 Initializing model Burning in the MCMC chain... Sampling final MCMC chain...
#For each goal...
for (goalIdx in 1:NCOL(goalTally)){
#Extract the goal name for subsequent display:
goalName = colnames(goalTally)[goalIdx]
#Compute number of successes:
goalHits = sum(unlist(goalTally[,goalIdx]))
#Compute number of attempts:
goalAttempts = NROW(goalTally)
#Compute proportion of successes:
goalEst = goalHits/goalAttempts
#Compute HDI around proportion:
goalEstHDI = HDIofICDF(qbeta, shape=1+goalHits, shape2=1+goalAttempts-goalHits)
#Display the result:
show(paste0(goalName, ": Est.Power=", round(goalEst, 3), "; Low Bound=", round(goalEstHDI[1],3), "; High Bound=", round(goalEstHDI[2],3)))
}
[1] "ExcludeROPE: Est.Power=0.906; Low Bound=0.887; High Bound=0.923" [1] "NarrowHDI: Est.Power=0.389; Low Bound=0.359; High Bound=0.419"
#source("Jags-Ydich-XnomSsubj-MbinomBetaOmegaKappa-Power.R")
********************************************************************* Kruschke, J. K. (2015). Doing Bayesian Data Analysis, Second Edition: A Tutorial with R, JAGS, and Stan. Academic Press / Elsevier. ********************************************************************* Calling 3 simulations using the parallel method... Following the progress of chain 1 (the program will wait for all chains to finish before continuing): Welcome to JAGS 3.4.0 on Wed Jul 22 14:24:54 2015 JAGS is free software and comes with ABSOLUTELY NO WARRANTY Loading module: basemod: ok Loading module: bugs: ok . . Reading data file data.txt . Compiling model graph Resolving undeclared variables Allocating nodes Graph Size: 314 . Reading parameter file inits1.txt . Initializing model . Adapting 500 -------------------------------------------------| 500 ++++++++++++++++++++++++++++++++++++++++++++++++++ 100% Adaptation successful . Updating 500 -------------------------------------------------| 500 ************************************************** 100% . . . . Updating 13340 -------------------------------------------------| 13300 ************************************************** 100% * 100% . . . . Updating 0 . Deleting model . All chains have finished Simulation complete. Reading coda files... Coda files loaded successfully Finished running the simulation
idealGroupMean = 0.65
idealGroupSD = 0.07
idealNsubj = 100
idealNtrlPerSubj = 100
#Generate random theta values for idealized subjects:
betaAB = betaABfromMeanSD(idealGroupMean, idealGroupSD)
theta = rbeta(idealNsubj, betaAB$a, betaAB$b)
#Transform the theta values to exactly match idealized mean, SD:
theta = ((theta-mean(theta))/sd(theta))*idealGroupSD + idealGroupMean
theta[theta >= 0.999 ] = 0.999
theta[theta <= 0.001 ] = 0.001
#Generate Idealized data very close to theta's:
z = round(theta*idealNtrlPerSubj)
#Convert to data format needed by JAGS function:
#Set up an empth matrix for holding the data:
dataMat = matrix(0, ncol=2, nrow=0, dimnames=list(NULL, c("y", "s")))
#For each simulated subject,
for (sIdx in 1:idealNsubj){
#Create vector 0f 0's and 1's matching the z values generated above:
yVec = c(rep(1,z[sIdx]), rep(0,idealNtrlPerSubj-z[sIdx]))
#Bind the subject data to the bottom of the matrix:
dataMat = rbind(dataMat, cbind(yVec, rep(sIdx, idealNtrlPerSubj)))
}
# Make it a data frame:
idealDatFrm = data.frame(dataMat)
genMCMC
function (data, numSavedSteps = 50000, saveName = NULL)
{
require(rjags)
if (class(data) == "data.frame") {
y = myData$y
}
else {
y = data
}
if (any(y != 0 & y != 1)) {
stop("All y values must be 0 or 1.")
}
Ntotal = length(y)
dataList = list(y = y, Ntotal = Ntotal)
modelString = "\n model {\n for ( i in 1:Ntotal ) {\n y[i] ~ dbern( theta )\n }\n theta ~ dbeta( 1 , 1 )\n }\n "
writeLines(modelString, con = "TEMPmodel.txt")
initsList = function() {
resampledY = sample(y, replace = TRUE)
thetaInit = sum(resampledY)/length(resampledY)
thetaInit = 0.001 + 0.998 * thetaInit
return(list(theta = thetaInit))
}
parameters = c("theta")
adaptSteps = 500
burnInSteps = 500
nChains = 4
thinSteps = 1
nIter = ceiling((numSavedSteps * thinSteps)/nChains)
jagsModel = jags.model("TEMPmodel.txt", data = dataList,
inits = initsList, n.chains = nChains, n.adapt = adaptSteps)
cat("Burning in the MCMC chain...\n")
update(jagsModel, n.iter = burnInSteps)
cat("Sampling final MCMC chain...\n")
codaSamples = coda.samples(jagsModel, variable.names = parameters,
n.iter = nIter, thin = thinSteps)
if (!is.null(saveName)) {
save(codaSamples, file = paste(saveName, "Mcmc.Rdata",
sep = ""))
}
return(codaSamples)
}
geneMCMC <- function (data, numSavedSteps = 50000, saveName = NULL)
{
require(rjags)
if (class(data) == "data.frame") {
y = myData$y
}
else {
y = data
}
if (any(y != 0 & y != 1)) {
stop("All y values must be 0 or 1.")
}
Ntotal = length(y)
dataList = list(y = y, Ntotal = Ntotal)
modelString = "\n model {\n for ( i in 1:Ntotal ) {\n y[i] ~ dbern( theta )\n }\n theta ~ dbeta( 1 , 1 )\n }\n "
writeLines(modelString, con = "TEMPmodel.txt")
initsList = function() {
resampledY = sample(y, replace = TRUE)
thetaInit = sum(resampledY)/length(resampledY)
thetaInit = 0.001 + 0.998 * thetaInit
return(list(theta = thetaInit))
}
parameters = c("theta")
adaptSteps = 500
burnInSteps = 500
nChains = 4
thinSteps = 20
nIter = ceiling((numSavedSteps * thinSteps)/nChains)
jagsModel = jags.model("TEMPmodel.txt", data = dataList,
inits = initsList, n.chains = nChains, n.adapt = adaptSteps)
cat("Burning in the MCMC chain...\n")
update(jagsModel, n.iter = burnInSteps)
cat("Sampling final MCMC chain...\n")
codaSamples = coda.samples(jagsModel, variable.names = parameters,
n.iter = nIter, thin = thinSteps)
if (!is.null(saveName)) {
save(codaSamples, file = paste(saveName, "Mcmc.Rdata",
sep = ""))
}
return(codaSamples)
}
#Run Bayesian analysis on idealized data:
mcmcCoda = genMCMC(data=idealDatFrm, saveName=NULL, numSavedSteps=2000)
#Convert coda object to matrix for convenience:
mcmcMat = as.matrix(mcmcCoda)
Error in genMCMC(data = idealDatFrm, saveName = NULL, numSavedSteps = 2000): 객체 'myData'를 찾을 수 없습니다
Error in as.matrix(mcmcCoda): 객체 'mcmcCoda'를 찾을 수 없습니다