{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
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   },
   "outputs": [],
   "source": [
    "options(jupyter.plot_mimetypes = 'image/png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#CHAPTER 13 Goals, Power, and Sample Size\n",
    "##13.1 The Will to Power\n",
    "- 13.1.1 Goals and obstacles\n",
    "- 13.1.2 Power\n",
    "- 13.1.3 Sample size\n",
    "- 13.1.4 Other expressions of goals\n",
    "\n",
    "##13.2 Computing Power and Sample Size\n",
    "- 13.2.1 When the goal is to exclude a null value\n",
    "- 13.2.2 Formal solution and implementation in R\n",
    "- 13.2.3 When the goal is precision\n",
    "- 13.2.4 Monte Carlo approximation of power\n",
    "- 13.2.5 Power from idealized or actual data\n",
    "\n",
    "##13.3 Sequential Testing and the Goal of Precision\n",
    "- 13.3.1 Examples of sequential tests\n",
    "- 13.3.2 Average behavior of sequential tests\n",
    "\n",
    "##13.4 Discussion\n",
    "- 13.4.1 Power and multiple comparisons\n",
    "- 13.4.2 Power: prospective, retrospective, and replication\n",
    "- 13.4.3 Power analysis requires verisimilitude of simulated data\n",
    "- 13.4.4 The importance of planning\n",
    "\n",
    "##13.5 Exercises"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Power(검정력) : 2종 오류를 B라고 하면 1-B\n",
    "### 2종 오류 : 귀무가설이 틀림에도 불구하고 채택해버리는 오류 \n",
    "### 가설검정의 목적은 귀무가설이 틀렸다는 것을 보이고 싶은것이기 때문에 귀무가설이 틀렸다는 것을 잘 예측하는 것을 검정력이라고 부름\n",
    "## ![Painting](http://www.ktword.co.kr/img_data/5094_1.JPG)\n",
    "\n",
    "### 샘플 사이즈가 커지면 검정 통계량 값이 일반적으로 커지기 때문에 더욱 쉽게 귀무가설을 기각할 수 있음\n",
    "\n",
    "### NHST(null hypothesis significance testing)\n",
    "## ![Painting](http://4.bp.blogspot.com/-DzrRZxxGFgI/VVPphwHvJYI/AAAAAAAABYE/wka9i7-U9Ps/s640/TwoTrendsConverge.png)\n",
    "\n",
    "### 이 장에서는 검정력의 정의와 계산방법에 대하여 논의함!!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 13.1. The Will to Power\n",
    "### 13.1.1 Goals and obstacles\n",
    "+ drug? placebo? the rate of recovery for patients who tack a drug is higher than the rate of recovery for patients who take a placebo.\n",
    "    - Goal : null value(zero difference) is not tenable\n",
    "+ Specific effect size (quantitative theory), the curvature(곡률) of light around a massive object\n",
    "    - Goal : specific value is tenable.\n",
    "\n",
    "### **Formalized In terms of the Highest density interval**\n",
    "+ Goal : Reject a null value of a parameter.\n",
    "    - Formal expression : Show that a region of practical equivalence (ROPE) around the null value excludes the posterior 95% HDI\n",
    "+ Goal : Affirm a predicted value of a parameter.\n",
    "    - Formal expression : Show that a ROPE around the predicted value includes the posterior 95% HDI.\n",
    "+ Goal : Achieve precision in the estimate of a parameter.\n",
    "    - Formal expression : Show that the posterior 95% HDI has width less than a specified maximum.\n",
    "\n",
    "+ HDI : natural interpretation for purposes of parameter esitmation and measurement of precision\n",
    "+ Crucial obstacle to the goals of research : random sample\n",
    "\n",
    "## ![Painting](http://image.slidesharecdn.com/ch13-130831070746-phpapp02/95/chapter13-goals-power-and-sample-size-doing-bayesian-data-analysis-a-tutorial-with-r-and-bugs-5-1024.jpg?cb=1377932940)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 13.1.2 Power\n",
    "+ Power : (In traditional) Rejecting the null hyothesis [one conventional sampling plan)\n",
    "     - Reduce measurement noise (other influences, 약 투여시간, 식사의 변화 등)\n",
    "     - Increase the chance of detecting an effect (large a dose, 약을 가능한 투여)\n",
    "     - Increase the sample size \n",
    "\n",
    "+ The flow of information in a power analysis\n",
    "    - 1. From the Hypothetical distribution of parameter values, randomly generate representative values. (데이터 생성기로 무작위 샘플 데이터 생성)\n",
    "    - 2. From the representative parameter values, generate a random sample of data, using the planned sampling method. \n",
    "    - 3. From the simulated of data, compute the posterior estimate, using Bayesian analysis with audience-appropriate priors.\n",
    "    - 4. From the posterior estimate, tally whether or not the goals were attained.\n",
    "    - 5. Repeat the above steps many times, to approximate the power.\n",
    "    - 데이터 생성기로 무작위 샘플 데이터 생성-> 사전 분포에 기초 베이지안에 의한 사후 확률을 계산 -> 사후 추정에서 목표 달성 여부를 집계. 95% HDI이 귀무가설 값 부근의 ROPE 설정폭보다 좁은지... -> 위를 반복하여 검출력은 목적이 달성된 횟수에 비례"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Painting](bayesian1.jpg)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 13.1.3 Sample Size\n",
    "+ Minimal Sample size : A large sample -> likelihood function get narrower -> posterior distribution narrower \n",
    "+ The best that a large sample can do is exactly reflect the data generating distribution\n",
    "+ Bayesian approach to the goal of precision = Frequentist. But Bayesian HDIs do not suffer from the instability of frequentist confidence intervals when testing or sampling intentions change\n",
    "+ 샘플 크기를 올리면 검출력이 상승하지만 비용이 듬. 검출력을 충족하는 최소 샘플 크기를 알고 늘어나면 우도 함수가 좁아질 수 있기 때문에 사후분포가 좁아짐. 통계라는 것은 한정된 샘플 데이터에서 아직 보지 못한 전체를 보는 것 검출력이 증가할수록 샘플 크기는크게 증가. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 13.1.4 Ohter expressions of goals\n",
    "+ Average length criterion \n",
    "+ Entroy of a distribution (Uniform distribution : Has maximal entropy)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 13.2. Computing Power and Sample size\n",
    "### 13.2.1 When the goal is to exclude a null value\n",
    "+ Our goal : Coin is unfair? (95% HDI excluds a ROPE around theta = 0.5)\n",
    "    - HDI : 믿음의 분포를 요약하는 방법, 가장 신뢰하는 값의 구간 (믿음의 분포 대부분 95%를 차지하는 구간)\n",
    "    - ROPE : Region Of Practical Equivalence 모수치가 영가설이 진술하는 값과 현실적으로 구분하기 힘든 특정 구간 안에 있다. 모수치가 -0.01~0.01 사이의 값이다. \n",
    "+ 동전 페어임을 기대하는 확률이 0.5지만 사실 0.49~0.51이라고 하는 것도 문제가 없다. (ROPE) 95% HDI 특정 폭에 들면 된다. 아무리 정밀하게 만들어진 동전도 50%라고 단언할 수 없고 왜곡된 동전도 10번 던져서 5번 나올 수 있음\n",
    "+ equivalent prior sample method\n",
    "+ Table 13.1 (the minimal sample size needed for the 95% HDI to exclude theta = 0.5 when flipping a single coin) 0.65%의 확률로 왜곡되어 있는 믿을 수 있는 동전. 동전의 표가 나올 확률 분포의 95% HDI가 0.5의 외부에 있는 것을 나타나기 위해 필요한 샘플 크기의 수!!\n",
    "+ data-generating hypothesis (coin has a bias very near theta = 0.65)\n",
    "+ beta distribution (shape parameters : 1300, 700)\n",
    "+ ## ![Painting](http://image.slidesharecdn.com/ch13-130831070746-phpapp02/95/chapter13-goals-power-and-sample-size-doing-bayesian-data-analysis-a-tutorial-with-r-and-bugs-13-1024.jpg?cb=1377932940)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 13.2.2 Formal solution and implementation in R"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "minNforHDIpower = function( genPriorMode , genPriorN ,\n",
    "                            HDImaxwid=NULL , nullVal=NULL , \n",
    "                            ROPE=c(max(0,nullVal-.02),min(1,nullVal+.02)) ,\n",
    "                            desiredPower=0.8 , audPriorMode=0.5 , audPriorN=2 ,\n",
    "                            HDImass=0.95 , initSampSize=20 , verbose=TRUE ) {\n",
    "  # Check for argument consistency:\n",
    "  if ( !xor( is.null(HDImaxwid) , is.null(nullVal) ) ) {\n",
    "    stop(\"One and only one of HDImaxwid and nullVal must be specified.\")\n",
    "  }\n",
    "  # Load HDIofICDF function if not already present:\n",
    "  if ( !exists(\"HDIofICDF\") ) source(\"DBDA2E-utilities.R\")\n",
    "  # Convert prior mode and N to a,b parameters of beta distribution:\n",
    "  genPriorA = genPriorMode * (genPriorN-2) + 1\n",
    "  genPriorB = ( 1.0 - genPriorMode ) * (genPriorN-2) + 1\n",
    "  audPriorA = audPriorMode * (audPriorN-2) + 1\n",
    "  audPriorB = ( 1.0 - audPriorMode ) * (audPriorN-2) + 1\n",
    "  # Initialize loop for incrementing sampleSize:\n",
    "  sampleSize = initSampSize\n",
    "  notPowerfulEnough = TRUE\n",
    "  # Increment sampleSize until desired power is achieved:\n",
    "  while( notPowerfulEnough ) {\n",
    "    zvec = 0:sampleSize # vector of all possible z values for N flips.\n",
    "    # Compute probability of each z value for data-generating prior:\n",
    "    pzvec = exp( lchoose( sampleSize , zvec )\n",
    "                 + lbeta( zvec + genPriorA , sampleSize-zvec + genPriorB )\n",
    "                 - lbeta( genPriorA , genPriorB ) )\n",
    "    # For each z value, compute posterior HDI: \n",
    "    # hdiMat will hold HDI limits for each z:\n",
    "    hdiMat = matrix( 0 , nrow=length(zvec) , ncol=2 )\n",
    "    for ( zIdx in 1:length(zvec) ) {\n",
    "      z = zvec[zIdx]\n",
    "      hdiMat[zIdx,] = HDIofICDF( qbeta , \n",
    "                                 shape1 = z + audPriorA ,\n",
    "                                 shape2 = sampleSize - z + audPriorB ,\n",
    "                                 credMass = HDImass )\n",
    "    }\n",
    "    # Compute HDI widths:\n",
    "    hdiWid = hdiMat[,2] - hdiMat[,1]\n",
    "    # Sum the probabilities of outcomes with satisfactory HDI widths:\n",
    "    if ( !is.null( HDImaxwid ) ) {\n",
    "      powerHDI = sum( pzvec[ hdiWid < HDImaxwid ] )\n",
    "    }\n",
    "    # Sum the probabilities of outcomes with HDI excluding ROPE:\n",
    "    if ( !is.null( nullVal ) ) {\n",
    "      powerHDI = sum( pzvec[ hdiMat[,1] > ROPE[2] | hdiMat[,2] < ROPE[1] ] )\n",
    "    }\n",
    "    if ( verbose ) {\n",
    "      cat( \" For sample size = \", sampleSize , \", power = \" , powerHDI ,\n",
    "           \"\\n\" , sep=\"\" ) ; flush.console()\n",
    "    }\n",
    "    if ( powerHDI > desiredPower ) {  # If desired power is attained,\n",
    "      notPowerfulEnough = FALSE       # set flag to stop,\n",
    "    } else {                          # otherwise\n",
    "      sampleSize = sampleSize + 1     # increment the sample size.\n",
    "    }\n",
    "  } # End while( notPowerfulEnough ).\n",
    "  # Return the sample size that achieved the desired power:\n",
    "  return( sampleSize )\n",
    "} # End of function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#http://sourceforge.net/projects/mcmc-jags/ jags 설치"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#install.packages(c(\"rjags\", \"runjags\"), repos=\"http://cran.rstudio.com/ \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Loading required package: coda\n",
      "Linked to JAGS 3.4.0\n",
      "Loaded modules: basemod,bugs\n"
     ]
    }
   ],
   "source": [
    "library(rjags)\n",
    "library(runjags)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " For sample size = 5, power = 0.2383007\n",
      " For sample size = 6, power = 0.1783183\n",
      " For sample size = 7, power = 0.4460128\n",
      " For sample size = 8, power = 0.36732\n",
      " For sample size = 9, power = 0.30045\n",
      " For sample size = 10, power = 0.2441963\n",
      " For sample size = 11, power = 0.4549477\n",
      " For sample size = 12, power = 0.3905216\n",
      " For sample size = 13, power = 0.3326128\n",
      " For sample size = 14, power = 0.5207247\n",
      " For sample size = 15, power = 0.4608513\n",
      " For sample size = 16, power = 0.6291068\n",
      " For sample size = 17, power = 0.5729475\n",
      " For sample size = 18, power = 0.5179317\n",
      " For sample size = 19, power = 0.6663597\n",
      " For sample size = 20, power = 0.6159196\n",
      " For sample size = 21, power = 0.5655352\n",
      " For sample size = 22, power = 0.6976802\n",
      " For sample size = 23, power = 0.6521637\n",
      " For sample size = 24, power = 0.606033\n",
      " For sample size = 25, power = 0.7245362\n",
      " For sample size = 26, power = 0.6832871\n",
      " For sample size = 27, power = 0.7836981\n",
      " For sample size = 28, power = 0.7479021\n",
      " For sample size = 29, power = 0.7103786\n",
      " For sample size = 30, power = 0.8009259\n"
     ]
    }
   ],
   "source": [
    "sameSize = minNforHDIpower(genPriorMode = 0.75, genPriorN = 2000, HDImaxwid=NULL, nullVal=0.5, \n",
    "                           ROPE=c(0.48,0.52), desiredPower=0.8, audPriorMode=0.5, audPriorN=2, \n",
    "                           HDImass=0.95, initSampSize=5, verbose=TRUE)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 13.2.3 When the goal in precision\n",
    "+ You are interested in assessing the preferences of the general population regrading political cnadidates A and B"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " For sample size = 50, power = 0.2144336\n",
      " For sample size = 51, power = 0.2063202\n",
      " For sample size = 52, power = 0.1985948\n",
      " For sample size = 53, power = 0.234573\n",
      " For sample size = 54, power = 0.2263021\n",
      " For sample size = 55, power = 0.2618712\n",
      " For sample size = 56, power = 0.2531572\n",
      " For sample size = 57, power = 0.2448051\n",
      " For sample size = 58, power = 0.279018\n",
      " For sample size = 59, power = 0.2703056\n",
      " For sample size = 60, power = 0.3038038\n",
      " For sample size = 61, power = 0.2948081\n",
      " For sample size = 62, power = 0.3274775\n",
      " For sample size = 63, power = 0.3182657\n",
      " For sample size = 64, power = 0.3500334\n",
      " For sample size = 65, power = 0.3406634\n",
      " For sample size = 66, power = 0.3714873\n",
      " For sample size = 67, power = 0.4017013\n",
      " For sample size = 68, power = 0.3918694\n",
      " For sample size = 69, power = 0.4210687\n",
      " For sample size = 70, power = 0.4112197\n",
      " For sample size = 71, power = 0.4394204\n",
      " For sample size = 72, power = 0.4668602\n",
      " For sample size = 73, power = 0.45681\n",
      " For sample size = 74, power = 0.4832719\n",
      " For sample size = 75, power = 0.5089359\n",
      " For sample size = 76, power = 0.5337822\n",
      " For sample size = 77, power = 0.5235513\n",
      " For sample size = 78, power = 0.5474934\n",
      " For sample size = 79, power = 0.5706373\n",
      " For sample size = 80, power = 0.5929882\n",
      " For sample size = 81, power = 0.6145578\n",
      " For sample size = 82, power = 0.6353626\n",
      " For sample size = 83, power = 0.6554231\n",
      " For sample size = 84, power = 0.6747629\n",
      " For sample size = 85, power = 0.6934076\n",
      " For sample size = 86, power = 0.7113842\n",
      " For sample size = 87, power = 0.7287209\n",
      " For sample size = 88, power = 0.7716517\n",
      " For sample size = 89, power = 0.787177\n",
      " For sample size = 90, power = 0.8266938\n"
     ]
    }
   ],
   "source": [
    "sameSize = minNforHDIpower(genPriorMode = 0.75, genPriorN = 10, HDImaxwid=0.2, nullVal=NULL, \n",
    "                           ROPE=NULL, desiredPower=0.8, audPriorMode=0.5, audPriorN=2, \n",
    "                           HDImass=0.95, initSampSize=50, verbose=TRUE)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 13.2.4 Monte Carlo approximation of power"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "*********************************************************************\n",
      "Kruschke, J. K. (2015). Doing Bayesian Data Analysis, Second Edition:\n",
      "A Tutorial with R, JAGS, and Stan. Academic Press / Elsevier.\n",
      "*********************************************************************\n",
      "\n"
     ]
    }
   ],
   "source": [
    "source(\"Jags-Ydich-Xnom1subj-MbernBeta.R\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "goalAchievedForSample = function (data ) {\n",
    "    #Generate the MCMC chain:\n",
    "    mcmcCoda = genMCMC(data = data, numSavedSteps=10000, saveName=NULL)\n",
    "    #Check goal achievement, First, Compute the HDI:\n",
    "    thetaHDI = HDIofMCMC(as.matrix(mcmcCoda[,\"theta\"]))\n",
    "    #Define list for recording results:\n",
    "    goalAchieved = list()\n",
    "    #Goal: Exclude ROPE around null value:\n",
    "    thetaROPE = c(0.48, 0.52)\n",
    "    goalAchieved = c(goalAchieved, \"ExcludeROPE\"=(thetaHDI[1] > thetaROPE[2] | thetaHDI[2] < thetaROPE[1]) )\n",
    "    #Goal : HDI less than max width:\n",
    "    thetaHDImaxWid = 0.2\n",
    "    goalAchieved = c(goalAchieved, \"NarrowHDI\"=(thetaHDI[2]-thetaHDI[1] < thetaHDImaxWid))\n",
    "    #More goals can be inserted here if wanted...\n",
    "    #Return list of goal results:\n",
    "    return(goalAchieved)\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n",
      "Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 77\n",
      "\n",
      "Initializing model\n",
      "\n",
      "Burning in the MCMC chain...\n",
      "Sampling final MCMC chain...\n"
     ]
    }
   ],
   "source": [
    "#Specify mode and concentration of hypothetical parameter distribution:\n",
    "omega = 0.70\n",
    "kappa = 2000\n",
    "#Specify sample size for each simulated date set:\n",
    "sampleN = 74\n",
    "# Run a bunch of simulated experiments:\n",
    "nSimulatedDateSets = 1000 #An arbitrary large number.\n",
    "for (simIdx in 1:nSimulatedDateSets){\n",
    "    #Generate random value from hypothesized parameter distribution\n",
    "    genTheta = rbeta(1, omega*(kappa-2)+1, (1-omega)*(kappa-2)+1 )\n",
    "    #Generate random data based on parameter value:\n",
    "    sampleZ = rbinom(1, size=sampleN, prob=genTheta)\n",
    "    #Convert to vector of 0's and 1's for delivery to JAGS function:\n",
    "    simulatedData = c(rep(1,sampleZ), rep(0,sampleN-sampleZ))\n",
    "    #Do Bayesian analysis on simulated data:\n",
    "    goalAchieved = goalAchievedForSample(simulatedData)\n",
    "    #Tally the results:\n",
    "    if (!exists(\"goalTally\")) { # if goalTally does not exist, create it\n",
    "        goalTally = matrix(nrow=0, ncol=length(goalAchieved))\n",
    "    }\n",
    "    goalTally = rbind(goalTally, goalAchieved)\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] \"ExcludeROPE: Est.Power=0.906; Low Bound=0.887; High Bound=0.923\"\n",
      "[1] \"NarrowHDI: Est.Power=0.389; Low Bound=0.359; High Bound=0.419\"\n"
     ]
    }
   ],
   "source": [
    "#For each goal...\n",
    "for (goalIdx in 1:NCOL(goalTally)){\n",
    "    #Extract the goal name for subsequent display:\n",
    "    goalName = colnames(goalTally)[goalIdx]\n",
    "    #Compute number of successes:\n",
    "    goalHits = sum(unlist(goalTally[,goalIdx]))\n",
    "    #Compute number of attempts:\n",
    "    goalAttempts = NROW(goalTally)\n",
    "    #Compute proportion of successes:\n",
    "    goalEst = goalHits/goalAttempts\n",
    "    #Compute HDI around proportion:\n",
    "    goalEstHDI = HDIofICDF(qbeta, shape=1+goalHits, shape2=1+goalAttempts-goalHits)\n",
    "    #Display the result:\n",
    "    show(paste0(goalName, \": Est.Power=\", round(goalEst, 3), \"; Low Bound=\", round(goalEstHDI[1],3), \"; High Bound=\", round(goalEstHDI[2],3)))\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 13.2.5 Power from idealized or actual data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "*********************************************************************\n",
      "Kruschke, J. K. (2015). Doing Bayesian Data Analysis, Second Edition:\n",
      "A Tutorial with R, JAGS, and Stan. Academic Press / Elsevier.\n",
      "*********************************************************************\n",
      "\n",
      "Calling 3 simulations using the parallel method...\n",
      "Following the progress of chain 1 (the program will wait for all chains\n",
      "to finish before continuing):\n",
      "Welcome to JAGS 3.4.0 on Wed Jul 22 14:24:54 2015\n",
      "JAGS is free software and comes with ABSOLUTELY NO WARRANTY\n",
      "Loading module: basemod: ok\n",
      "Loading module: bugs: ok\n",
      ". . Reading data file data.txt\n",
      ". Compiling model graph\n",
      "   Resolving undeclared variables\n",
      "   Allocating nodes\n",
      "   Graph Size: 314\n",
      ". Reading parameter file inits1.txt\n",
      ". Initializing model\n",
      ". Adapting 500\n",
      "-------------------------------------------------| 500\n",
      "++++++++++++++++++++++++++++++++++++++++++++++++++ 100%\n",
      "Adaptation successful\n",
      ". Updating 500\n",
      "-------------------------------------------------| 500\n",
      "************************************************** 100%\n",
      ". . . . Updating 13340\n",
      "-------------------------------------------------| 13300\n",
      "************************************************** 100%\n",
      "* 100%\n",
      ". . . . Updating 0\n",
      ". Deleting model\n",
      ". \n",
      "All chains have finished\n",
      "Simulation complete.  Reading coda files...\n",
      "Coda files loaded successfully\n",
      "Finished running the simulation\n"
     ]
    }
   ],
   "source": [
    "#source(\"Jags-Ydich-XnomSsubj-MbinomBetaOmegaKappa-Power.R\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "idealGroupMean = 0.65\n",
    "idealGroupSD = 0.07\n",
    "idealNsubj = 100\n",
    "idealNtrlPerSubj = 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#Generate random theta values for idealized subjects:\n",
    "betaAB = betaABfromMeanSD(idealGroupMean, idealGroupSD)\n",
    "theta = rbeta(idealNsubj, betaAB$a, betaAB$b)\n",
    "#Transform the theta values to exactly match idealized mean, SD:\n",
    "theta = ((theta-mean(theta))/sd(theta))*idealGroupSD + idealGroupMean\n",
    "theta[theta >= 0.999 ] = 0.999\n",
    "theta[theta <= 0.001 ] = 0.001\n",
    "#Generate Idealized data very close to theta's:\n",
    "z = round(theta*idealNtrlPerSubj)\n",
    "#Convert to data format needed by JAGS function:\n",
    "#Set up an empth matrix for holding the data:\n",
    "dataMat = matrix(0, ncol=2, nrow=0, dimnames=list(NULL, c(\"y\", \"s\")))\n",
    "#For each simulated subject,\n",
    "for (sIdx in 1:idealNsubj){\n",
    "    #Create vector 0f 0's and 1's matching the z values generated above:\n",
    "    yVec = c(rep(1,z[sIdx]), rep(0,idealNtrlPerSubj-z[sIdx]))\n",
    "    #Bind the subject data to the bottom of the matrix:\n",
    "    dataMat = rbind(dataMat, cbind(yVec, rep(sIdx, idealNtrlPerSubj)))\n",
    "}\n",
    "# Make it a data frame:\n",
    "idealDatFrm = data.frame(dataMat)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre class=language-r><code>function (data, numSavedSteps = 50000, saveName = NULL) \n",
       "{\n",
       "    require(rjags)\n",
       "    if (class(data) == \"data.frame\") {\n",
       "        y = myData$y\n",
       "    }\n",
       "    else {\n",
       "        y = data\n",
       "    }\n",
       "    if (any(y != 0 &amp; y != 1)) {\n",
       "        stop(\"All y values must be 0 or 1.\")\n",
       "    }\n",
       "    Ntotal = length(y)\n",
       "    dataList = list(y = y, Ntotal = Ntotal)\n",
       "    modelString = \"\\n  model {\\n    for ( i in 1:Ntotal ) {\\n      y[i] ~ dbern( theta )\\n    }\\n    theta ~ dbeta( 1 , 1 )\\n  }\\n  \"\n",
       "    writeLines(modelString, con = \"TEMPmodel.txt\")\n",
       "    initsList = function() {\n",
       "        resampledY = sample(y, replace = TRUE)\n",
       "        thetaInit = sum(resampledY)/length(resampledY)\n",
       "        thetaInit = 0.001 + 0.998 * thetaInit\n",
       "        return(list(theta = thetaInit))\n",
       "    }\n",
       "    parameters = c(\"theta\")\n",
       "    adaptSteps = 500\n",
       "    burnInSteps = 500\n",
       "    nChains = 4\n",
       "    thinSteps = 1\n",
       "    nIter = ceiling((numSavedSteps * thinSteps)/nChains)\n",
       "    jagsModel = jags.model(\"TEMPmodel.txt\", data = dataList, \n",
       "        inits = initsList, n.chains = nChains, n.adapt = adaptSteps)\n",
       "    cat(\"Burning in the MCMC chain...\\n\")\n",
       "    update(jagsModel, n.iter = burnInSteps)\n",
       "    cat(\"Sampling final MCMC chain...\\n\")\n",
       "    codaSamples = coda.samples(jagsModel, variable.names = parameters, \n",
       "        n.iter = nIter, thin = thinSteps)\n",
       "    if (!is.null(saveName)) {\n",
       "        save(codaSamples, file = paste(saveName, \"Mcmc.Rdata\", \n",
       "            sep = \"\"))\n",
       "    }\n",
       "    return(codaSamples)\n",
       "}</code></pre>"
      ],
      "text/latex": [
       "\\begin{minted}{r}\n",
       "function (data, numSavedSteps = 50000, saveName = NULL) \n",
       "\\{\n",
       "    require(rjags)\n",
       "    if (class(data) == \"data.frame\") \\{\n",
       "        y = myData\\$y\n",
       "    \\}\n",
       "    else \\{\n",
       "        y = data\n",
       "    \\}\n",
       "    if (any(y != 0 \\& y != 1)) \\{\n",
       "        stop(\"All y values must be 0 or 1.\")\n",
       "    \\}\n",
       "    Ntotal = length(y)\n",
       "    dataList = list(y = y, Ntotal = Ntotal)\n",
       "    modelString = \"\\textbackslash{}n  model \\{\\textbackslash{}n    for ( i in 1:Ntotal ) \\{\\textbackslash{}n      y{[}i{]} \\textasciitilde{} dbern( theta )\\textbackslash{}n    \\}\\textbackslash{}n    theta \\textasciitilde{} dbeta( 1 , 1 )\\textbackslash{}n  \\}\\textbackslash{}n  \"\n",
       "    writeLines(modelString, con = \"TEMPmodel.txt\")\n",
       "    initsList = function() \\{\n",
       "        resampledY = sample(y, replace = TRUE)\n",
       "        thetaInit = sum(resampledY)/length(resampledY)\n",
       "        thetaInit = 0.001 + 0.998 * thetaInit\n",
       "        return(list(theta = thetaInit))\n",
       "    \\}\n",
       "    parameters = c(\"theta\")\n",
       "    adaptSteps = 500\n",
       "    burnInSteps = 500\n",
       "    nChains = 4\n",
       "    thinSteps = 1\n",
       "    nIter = ceiling((numSavedSteps * thinSteps)/nChains)\n",
       "    jagsModel = jags.model(\"TEMPmodel.txt\", data = dataList, \n",
       "        inits = initsList, n.chains = nChains, n.adapt = adaptSteps)\n",
       "    cat(\"Burning in the MCMC chain...\\textbackslash{}n\")\n",
       "    update(jagsModel, n.iter = burnInSteps)\n",
       "    cat(\"Sampling final MCMC chain...\\textbackslash{}n\")\n",
       "    codaSamples = coda.samples(jagsModel, variable.names = parameters, \n",
       "        n.iter = nIter, thin = thinSteps)\n",
       "    if (!is.null(saveName)) \\{\n",
       "        save(codaSamples, file = paste(saveName, \"Mcmc.Rdata\", \n",
       "            sep = \"\"))\n",
       "    \\}\n",
       "    return(codaSamples)\n",
       "\\}\n",
       "\\end{minted}"
      ],
      "text/markdown": [
       "```r\n",
       "function (data, numSavedSteps = 50000, saveName = NULL) \n",
       "{\n",
       "    require(rjags)\n",
       "    if (class(data) == \"data.frame\") {\n",
       "        y = myData$y\n",
       "    }\n",
       "    else {\n",
       "        y = data\n",
       "    }\n",
       "    if (any(y != 0 & y != 1)) {\n",
       "        stop(\"All y values must be 0 or 1.\")\n",
       "    }\n",
       "    Ntotal = length(y)\n",
       "    dataList = list(y = y, Ntotal = Ntotal)\n",
       "    modelString = \"\\n  model {\\n    for ( i in 1:Ntotal ) {\\n      y[i] ~ dbern( theta )\\n    }\\n    theta ~ dbeta( 1 , 1 )\\n  }\\n  \"\n",
       "    writeLines(modelString, con = \"TEMPmodel.txt\")\n",
       "    initsList = function() {\n",
       "        resampledY = sample(y, replace = TRUE)\n",
       "        thetaInit = sum(resampledY)/length(resampledY)\n",
       "        thetaInit = 0.001 + 0.998 * thetaInit\n",
       "        return(list(theta = thetaInit))\n",
       "    }\n",
       "    parameters = c(\"theta\")\n",
       "    adaptSteps = 500\n",
       "    burnInSteps = 500\n",
       "    nChains = 4\n",
       "    thinSteps = 1\n",
       "    nIter = ceiling((numSavedSteps * thinSteps)/nChains)\n",
       "    jagsModel = jags.model(\"TEMPmodel.txt\", data = dataList, \n",
       "        inits = initsList, n.chains = nChains, n.adapt = adaptSteps)\n",
       "    cat(\"Burning in the MCMC chain...\\n\")\n",
       "    update(jagsModel, n.iter = burnInSteps)\n",
       "    cat(\"Sampling final MCMC chain...\\n\")\n",
       "    codaSamples = coda.samples(jagsModel, variable.names = parameters, \n",
       "        n.iter = nIter, thin = thinSteps)\n",
       "    if (!is.null(saveName)) {\n",
       "        save(codaSamples, file = paste(saveName, \"Mcmc.Rdata\", \n",
       "            sep = \"\"))\n",
       "    }\n",
       "    return(codaSamples)\n",
       "}\n",
       "```"
      ],
      "text/plain": [
       "function (data, numSavedSteps = 50000, saveName = NULL) \n",
       "{\n",
       "    require(rjags)\n",
       "    if (class(data) == \"data.frame\") {\n",
       "        y = myData$y\n",
       "    }\n",
       "    else {\n",
       "        y = data\n",
       "    }\n",
       "    if (any(y != 0 & y != 1)) {\n",
       "        stop(\"All y values must be 0 or 1.\")\n",
       "    }\n",
       "    Ntotal = length(y)\n",
       "    dataList = list(y = y, Ntotal = Ntotal)\n",
       "    modelString = \"\\n  model {\\n    for ( i in 1:Ntotal ) {\\n      y[i] ~ dbern( theta )\\n    }\\n    theta ~ dbeta( 1 , 1 )\\n  }\\n  \"\n",
       "    writeLines(modelString, con = \"TEMPmodel.txt\")\n",
       "    initsList = function() {\n",
       "        resampledY = sample(y, replace = TRUE)\n",
       "        thetaInit = sum(resampledY)/length(resampledY)\n",
       "        thetaInit = 0.001 + 0.998 * thetaInit\n",
       "        return(list(theta = thetaInit))\n",
       "    }\n",
       "    parameters = c(\"theta\")\n",
       "    adaptSteps = 500\n",
       "    burnInSteps = 500\n",
       "    nChains = 4\n",
       "    thinSteps = 1\n",
       "    nIter = ceiling((numSavedSteps * thinSteps)/nChains)\n",
       "    jagsModel = jags.model(\"TEMPmodel.txt\", data = dataList, \n",
       "        inits = initsList, n.chains = nChains, n.adapt = adaptSteps)\n",
       "    cat(\"Burning in the MCMC chain...\\n\")\n",
       "    update(jagsModel, n.iter = burnInSteps)\n",
       "    cat(\"Sampling final MCMC chain...\\n\")\n",
       "    codaSamples = coda.samples(jagsModel, variable.names = parameters, \n",
       "        n.iter = nIter, thin = thinSteps)\n",
       "    if (!is.null(saveName)) {\n",
       "        save(codaSamples, file = paste(saveName, \"Mcmc.Rdata\", \n",
       "            sep = \"\"))\n",
       "    }\n",
       "    return(codaSamples)\n",
       "}"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "genMCMC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "geneMCMC <- function (data, numSavedSteps = 50000, saveName = NULL) \n",
    "{\n",
    "    require(rjags)\n",
    "    if (class(data) == \"data.frame\") {\n",
    "        y = myData$y\n",
    "    }\n",
    "    else {\n",
    "        y = data\n",
    "    }\n",
    "    if (any(y != 0 & y != 1)) {\n",
    "        stop(\"All y values must be 0 or 1.\")\n",
    "    }\n",
    "    Ntotal = length(y)\n",
    "    dataList = list(y = y, Ntotal = Ntotal)\n",
    "    modelString = \"\\n  model {\\n    for ( i in 1:Ntotal ) {\\n      y[i] ~ dbern( theta )\\n    }\\n    theta ~ dbeta( 1 , 1 )\\n  }\\n  \"\n",
    "    writeLines(modelString, con = \"TEMPmodel.txt\")\n",
    "    initsList = function() {\n",
    "        resampledY = sample(y, replace = TRUE)\n",
    "        thetaInit = sum(resampledY)/length(resampledY)\n",
    "        thetaInit = 0.001 + 0.998 * thetaInit\n",
    "        return(list(theta = thetaInit))\n",
    "    }\n",
    "    parameters = c(\"theta\")\n",
    "    adaptSteps = 500\n",
    "    burnInSteps = 500\n",
    "    nChains = 4\n",
    "    thinSteps = 20\n",
    "    nIter = ceiling((numSavedSteps * thinSteps)/nChains)\n",
    "    jagsModel = jags.model(\"TEMPmodel.txt\", data = dataList, \n",
    "        inits = initsList, n.chains = nChains, n.adapt = adaptSteps)\n",
    "    cat(\"Burning in the MCMC chain...\\n\")\n",
    "    update(jagsModel, n.iter = burnInSteps)\n",
    "    cat(\"Sampling final MCMC chain...\\n\")\n",
    "    codaSamples = coda.samples(jagsModel, variable.names = parameters, \n",
    "        n.iter = nIter, thin = thinSteps)\n",
    "    if (!is.null(saveName)) {\n",
    "        save(codaSamples, file = paste(saveName, \"Mcmc.Rdata\", \n",
    "            sep = \"\"))\n",
    "    }\n",
    "    return(codaSamples)\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "ename": "ERROR",
     "evalue": "Error in genMCMC(data = idealDatFrm, saveName = NULL, numSavedSteps = 2000): 객체 'myData'를 찾을 수 없습니다\n",
     "output_type": "error",
     "traceback": [
      "Error in genMCMC(data = idealDatFrm, saveName = NULL, numSavedSteps = 2000): 객체 'myData'를 찾을 수 없습니다\n"
     ]
    },
    {
     "ename": "ERROR",
     "evalue": "Error in as.matrix(mcmcCoda): 객체 'mcmcCoda'를 찾을 수 없습니다\n",
     "output_type": "error",
     "traceback": [
      "Error in as.matrix(mcmcCoda): 객체 'mcmcCoda'를 찾을 수 없습니다\n"
     ]
    }
   ],
   "source": [
    "#Run Bayesian analysis on idealized data:\n",
    "mcmcCoda = genMCMC(data=idealDatFrm, saveName=NULL, numSavedSteps=2000)\n",
    "#Convert coda object to matrix for convenience:\n",
    "mcmcMat = as.matrix(mcmcCoda)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "### 13.4.2 Power:propective, retrospective, and replication\n",
    "####Retrospective and Replication Prospective (a apiori) power analysis : 선행 연구 (그러나 동일하지 않다)를 바탕으로 데이터 분포 가설을 얻는다. \n",
    "####Retrospective power analysis : 실제로 동일한 조건으로 취득한 데이터를 바탕으로 매개 변수를 설정한다. 이미 사후 분포를 가지고있는 셈이다. fil-con 실험은 여기에 해당한다. \n",
    "####Replication power : 반복 실험을했을 때 얼마나 확률로 목적을 달성 할 수 있는지 알고 싶습니다.\n",
    "####Retrospective power analysis와 마찬가지로 실제로 같은 데이터를 바탕으로 사후 분포로부터 데이터를 얻는다. 그러나 사전 분포뿐만 아니라 원래의 데이터를 얻는다.\n"
   ]
  }
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