[em500]

Almost all modern Bayesian models rely heavily on simulation. This is mostly because it's a very effective way to do numerical integration, and almost all non-trivial Bayesian models involve integrals without closed form solutions.

[wthomp]

This is true but the poster above doesn’t mean Monte Carlo integration. Rather, testing those methods on simulations from generative models.