Investigating the efficiency of marginalising over discrete parameters in Bayesian computations

Wen Zhang, Jeffrey Pullin, Lyle Gurrin +1

Bayesian analysis methods often use some form of iterative simulation such as Monte Carlo computation. Models that involve discrete variables can sometime pose a challenge, either…