subject to change. It was last updated at 19:34:05 Thu 31 Oct 2024.

The PDF file for the subject outline may be here

Advice about getting laptops ready for this subject's first computer laboratory may be here

Advice about getting laptops ready for this subject's second and later computer laboratories may be here

The PDF file for Assignment 1 may be here

The PDF file for Assignment 2 is not here and can be

obtained by e-mailing (matt.wand@uts.edu.au) the lecturer.

The PDF file for Assignment 3 may be here

The PDF file for Assignment 4 may be here

A PDF file about print-outs for Assignment 4 (and later assignments) may be here

The text file (R script) binomBeta.R, needed for Assignment 4, may be here

The text file (R script) binomBetaChk.R, needed for Assignment 4, may be here

The text file (R script) mitsubBayesJAGS.R, needed for Assignment 4, may be here

The text file (R function) summMCMC.r, needed for Assignment 4, may be here

The text file (R functions) writeModel.r, possibly needed for Assignment 4, may be here

The text file (R script) NormRandSampMCMC.R, needed for Assignment 4, may be here

The PDF file for Assignment 5 may be here

The text file (R script) ratsModel1.R, needed for Assignment 5, may be here

The PDF file for Assignment 6 may be here

The text file (R script) randIntAndSlpViaStan.R, needed for Assignment 6, may be here

The text file (R script) orthodontModel1.R, needed for Assignment 6, may be here

The text file (data set) GuatImmun.txt, needed for Assignment 6, may be here

The text file (R script) GuatImmunViaStan.R, needed for Assignment 6, may be here

The PDF file for Assignment 7 may be here

The text file (data set) femSBMD.txt, needed for Assignment 7, may be here

The text file (R script) femSBMDview.R, needed for Assignment 7, may be here

The text file (R script) femSBMDviaStanBruteForce.R, needed for Assignment 7, may be here

The text file (R script) femSBMDviaStanSlick.R, needed for Assignment 7, may be here

The text file (R function) Ztps.r, needed for Assignment 7, may be here

The text file (R function) summMCMC.r, needed for Assignment 7, may be here

The text file (R script) rglSetup.R, needed for Assignment 7, may be here

The text file (R function) pointsInPoly.r, needed for Assignment 7, may be here

The text file (data set) wolfcamp.txt, needed for Assignment 7, may be here

The text file (auxiliary values) wolfcampKnots.txt, needed for Assignment 7, may be here

The text file (auxiliary values) wolfcampBdry.txt, needed for Assignment 7, may be here

The text file (R script) wolfcampViaStan.R, needed for Assignment 7, may be here

The text file (data set) ozoneMidwest.txt, needed for Assignment 7, may be here

The text file (auxiliary values) ozoneMidwestBdry.txt, needed for Assignment 7, may be here

The text file (auxiliary values) ozoneMidwestKnots.txt, needed for Assignment 7, may be here

The PDF file for Assignment 8 may be here

The text file (data set) cheese.txt, needed for Assignment 8, may be here

The text file (R script) cheeseLOOana.R, needed for Assignment 8, may be here

The text file (R script) ratsModel1LOOana.R, needed for Assignment 8, may be here

The text file (R script) ratsModel2LOOana.R, needed for Assignment 8, may be here

The text file (R script) ratsModel3LOOana.R, needed for Assignment 8, may be here

The text file (R script) wolfcampPlaneFit.R, needed for Assignment 8, may be here

The text file (R script) wolfcampBivPenSplLOOana.R, needed for Assignment 8, may be here

The PDF file for the subject opening may be here

The PDF file for the slides titled Some Basics of Distribution Theory may be here

The PDF file for the slides projected in the first hour of Class 2 may be here

The PDF file for the slides projected in the second hour of Class 2 may be here

The PDF file for the handout for a version of Assignment 1 with streamlined notation may be here

The PDF file for the slides given in Class 3 may be here

The PDF file for the slides projected in the first hour of Class 4 may be here

The PDF file for the first part of the full conditionals exercise in Class 4 may be here

The PDF file for the second part of the full conditionals exercise in Class 4 may be here

The PDF file for the third (MCMC) part of the full conditionals exercise in Class 4 may be here

The PDF file for the slides projected in the second hour of Class 4 may be here

The PDF file for the handwritten notes based on the left-handedness class data set example may be here

The PDF file for the slides projected in the first hour of Class 5 may be here

The JAGS (via rjags) R script for the Mitsubishi data regression analysis may be here

The Stan (via rstan) R script for the Mitsubishi data regression analysis may be here

The JAGS (via rjags) R script for the travel time/distance regression analysis with

distance subject to missingness may be here

The text file with travel time/distance data collected from members of the class may be here

The PDF file for the DAG for the second half of Class 5 example may be here

The PDF file for the slides on autocorrelation functions may be here

The PDF file for the main Class 6 slides may be here

The PDF file for coral data paper may be here

A PDF file containing some handwritten notes on autocorrelation function

variability bands may be here

The PDF file for the dicussion on data pre-processing for Bayesian analyses may be here

The PDF file for the overview of grouped data analysis may be here

The PDF file for the whiteboard interlude in the overview of grouped data analysis may be here

The PDF file for the additional aspects of Bayesian analyses of grouped data may be here

The text file for the data set on pig weights may be here

The (comma separated) text file for the data set on school mathematics scores may be here

The text file for the R script for fitting a random intercepts model via Stan may be here

The text file for the R script for fitting a random intercepts and slopes model via Stan may be here

The text file for the R script for fitting a a Bernoulli response random intercepts and slopes

model for the Bangladesh contraception used data via Stan may be here

The PDF file containing Chapter 2 of the Harezlak, Ruppert and Wand (2018) book may be here

The PDF file on penalized splines may be here

The PDF file on optional extra quantitative finance examples may be here

The R script for the GARCH example may be here

The R script for the stochastic volatility example may be here

The web-sites containing rstan examples for quantitative finance models may be here and here

The PDF file for generalized additive models may be here

The PDF file for the slides given in Class 10 may be here

The PDF file for the leave-one-out information criterion research article may be here

The text file (R script) mitsubLOOana.R, presented in Class 10, may be here

The PDF file containing information about the final examination may be here

The PDF file for the slides given in the first half of Class 11

on missing data and measurement error models may be here

The R/Stan script for fitting a Bayesian missing data model to data on diabetes

in Pima Indians may be here

The R/Stan script for fitting a Bayesian measurement error model

to data on coronary heart disease may be here

The PDF file for the slides given in the second half of Class 11

on more advanced Bayesian methods may be here

The R script file mitsub.R may be here

The R script file BobTheDAG.R may be here

The R script file BobTheDAGwithData.R may be here

The R script file JessicaTheDAGwithData.R may be here

The R script file NathanielTheDAGwithData.R may be here

The R function file summMCMC.r may be here

The R script file ctsNathanielTheDAGwithData.R may be here

The R function file writeModel.r may be here

The R function file Fibonacci.r may be here

The R script file HockeyComp.R may be here

The R script file NewtonRaphson.R may be here

The R script file penSplinesDetails.R may be here

The data set file ozoneCalif.txt may be here

The R script file ozoneCalifViaStan.R may be here

The data set file BostonMortgages.txt may be here

The R script file BostonMortgagesViaStan.R may be here

The R script file penSplGEV.R may be here

The R script file SLRmeasErr.R may be here

The R script file npRegMis.R may be here

The R script file meanAndVarNonparRegn.R may be here

The data set file lidar.txt may be here

The R script file loadRatsData.R may be here

The data set file SydneyRealEstateSubData.txt may be here

A PDF file containing a practice final examination may be here

A PDF file containing the practice final examination solutions may be here