Recorded lectures: MCMC

An introduction to Markov Chain Monte Carlo for sampling. 

1. Introduction
   
2. Detailed balance
   
3. Metropolis Hastings MCMC
   
4. Gibbs sampling
   
5. Convergence Diagnostics
   
6. Hamiltonian Monte Carlo