README.md

Bayesian Tutorials

Please cite/link when sharing. Thanks - Arman

This repo hosts code behind the series of blog posts on stablemarkets.wordpress.com that walk through MCMC implementations for various classes of Bayesian models.

In order of publication:

1. Bayesian Simple Linear Regression with Gibbs
2. Blocked Gibbs for Bayesian Multivariate Linear Regression
3. Metropolis Hastings-in-Gibbs Sampler for Bayesian Logistic Regression
4. Using Rcpp to speed up Metropolis-Hastings
5. Bayesian Inference with Backfitting MCMC
6. Efficient MCMC with Caching