Bayesian Statistics Handouts

• Introduction to Bayes Theorem (pdf)


• Excel program for the application of Bayes Theorem


• Binomial Model (pdf)


• Normal Model (pdf)


• Comparison of Groups and Normal Regression Model (pdf)


• Numerical Bayesian Method (pdf)


• MCMC (Gibbs Sampler) (pdf)


• Application of MCMC (pdf)


• BUGS by BRugs (pdf)



• List of Popular Distributions (large) (small)