Bayesian Statistics by Peng Zeng

Useful links

• BDA3: Bayesian Data Analysis, 3rd Edition
• stan: software for Bayesian data analysis

Examples

• [R] code template

• [R] [stan] [demo] univariate normal model - semiconjugate prior
• [R] [stan] [demo] multivariate normal model - semiconjugate prior
• [R] [stan] [demo] grouped univariate normal model - noninformative prior
• [stan1] [stan2] [demo] t-distribution model with known DF - noninformative prior

• [R] [stan] [demo] oneway ANOVA (random effect, homogeneous variance)