Jump to Content

Applications of a disintegration transformation

Chung-chieh Shan

Abstract

We describe examples of applying a disintegration transformation on probabilistic programs to obtain posterior distributions, calculate symbolic representations of densities, and generate Markov Chain Monte Carlo (MCMC) samplers.