Laplace Variational Inference for Bayesian Envelope Models

Seunghyeon Kim, Kwangmin Lee, Yeonhee Park

Envelope models provide a sufficient dimension reduction framework for multivariate regression analysis. Bayesian inference for these models has been developed primarily using Mark…