Design Effect Ratios for Bayesian Survey Models: A Diagnostic Framework for Identifying Survey-Sensitive Parameters

JoonHo Lee, Matthew R. Williams, Terrance D. Savitsky

Bayesian hierarchical models are increasingly fitted to complex survey data through weighted pseudo-posteriors, with a post-processing step that rescales the posterior to match a d…