Basic Markov chain Monte Carlo Method
PDMP and MCMC
Geometric Ergodicities of Langevin and Barker Algorithms
Introduction to Sequential Monte Carlo
Multiple Testing Problem
Response-Adaptive Randomisation (code1) (code2)
Spectral Theory
Probability Theory