Bayesian Model Averaging under Predictor Redundancy via Density-Ratio Posterior Compression

Hanqing Li, Xuewen Lu, Yuting Chen

Bayesian model averaging in support-indexed regression induces a posterior distribution over active predictor supports. Under predictor redundancy, posterior mass can spread across…