Adaptive sequential Monte Carlo for structured cross validation in Bayesian hierarchical models

Geonhee Han, Andrew Gelman

Importance sampling (IS) is commonly used for cross validation (CV) in Bayesian models, because it only involves reweighting existing posterior draws without needing to re-estimate…