BAS 1.7.3 introduces a new Independent Adaptive MCMC algorithm for bas.lm that can be used a proposal distribution for sampling models with replacement and estimation of posterior model probabilities via Importance sampling and Horvitz-Thomposon estimators and their Bayesian Finite Population estimators. See details in bas.lm with `method="AMCMC".
