Towards Automatic Model Comparison: An Adaptive Sequential Monte Carlo Approach

Yan Zhou, Adam M Johansen, John A D Aston

Model comparison for the purposes of selection, averaging and validation is a problem found throughout statistics. Within the Bayesian paradigm, these problems all require the calc…