Fast Mixing of Data Augmentation Algorithms: Bayesian Probit, Logit, and Lasso Regression
arXiv:2412.07999v3 Announce Type: replace-cross
Abstract: We propose using a modified conductance-based method to study the mixing time of an important class of two-block Gibbs samplers, the data augmentation (DA) algorithm. %, which is of prominent i…