Posterior Summarization for Variable Selection in Bayesian Tree Ensembles

Shengbin Ye, Meng Li

Variable selection remains a fundamental challenge in statistics, especially in nonparametric settings where model complexity can obscure interpretability. Bayesian tree ensembles,…