Markov Chain Monte Carlo using Tree-Based Priors on Model Structure

Nicos Angelopoulos, James Cussens

We present a general framework for defining priors on model structure and sampling from the posterior using the Metropolis-Hastings algorithm. The key idea is that structure priors…