STAT8310 - Bayesian Data Analysis
References
Preface
1
Quick Overview
2
Belief function and Probability Review
3
Bayesian Inference for single parameter models
4
Monte Carlo Methods
5
Gibbs Sampler
6
Introduction to MCMC diagnostics
7
The Multivariate Gaussian Model
8
Summary
Project
Bayesian Methods Beyond the Course
Appendix
9
Appendix: Introduction to R
10
Appendix: Introduction to JAGS and BUGS language
References
References
Hoff, Peter D. 2009.
A First Course in Bayesian Statistical Methods
. Springer.
https://sites.math.rutgers.edu/~zeilberg/EM20/Hoff.pdf
.
10
Appendix: Introduction to JAGS and BUGS language