Topic: Markov Chain Monte Carlo

Computing Metropolis-Hastings Transitions on Finite Spaces

Blocking Correlated Variables in Gibbs Sampling

Autocorrelation and Effective Sample Size

An End-to-End MCMC Diagnostic Workshop

Acceptance Diagnostics and Proposal Tuning

A Worked Gibbs Sampler for a Bivariate Gaussian