STA545 Bayesian Statistics, Fall 2009

This page provides links to class materials, resources for Bayesian statistics, and related software.

Class materials

• Class project guidlelines
• Errata and computer programs for Peter M. Lee's Bayesian Statistics
• Errata and R scripts for Jim Albert's Bayesian Computation With R
• Lecture 1
• Lecture 2
• Lecture 3
• Lecture 4
• Data file used in lecture 4
• Lecture 5
• Lecture 6
• Lecture 7
• Lecture 8
• Data file used in lecture 8
• Lecture 9
• Lecture 10
• Lecture 11
• Lecture 12
• Syllabus

Resources for Bayesian statistics

• Bayesian Analysis
• ISBA   International Society for Bayesian Analysis
• MathSciNet   Index and abstracts of mathematical publications
• PlanetMath   Math encyclopedia, papers, books, and expositions

Software useful to Bayesian statisticians

• BUGS   Bayesian inference Using Gibbs Sampling
• Emacs   Editor Macros
• JAGS   Just Another Gibbs Sampler
• R   Free environment for statistical computing and graphics
• SAGE   Open-source mathematical software
• TUG   TeX Users Group