How to code up a bespoke probability density in Stan
28:48
How to write your first Stan program
21:35
How to code up a model with discrete parameters in Stan
18:58
An introduction to Gibbs sampling
51:11
1. Probability Models and Axioms
12:57
Have I converged? Convergence checks in Stan.
10:37
An introduction to rejection sampling
32:09
The intuition behind the Hamiltonian Monte Carlo algorithm
12:51