A Variational Spike-and-Slab Approach for Group Variable SelectionBayesian Analysis (Bayes. Anal.), 2023 |
Sparse high-dimensional linear regression with a partitioned empirical
Bayes ECM algorithmComputational Statistics & Data Analysis (CSDA), 2022 |
Bayesian Multi-task Variable Selection with an Application to
Differential DAG AnalysisJournal of Computational And Graphical Statistics (JCGS), 2022 |
Spike and slab Bayesian sparse principal component analysisStatistics and computing (Stat Comput), 2021 |
Latent Network Estimation and Variable Selection for Compositional Data
via Variational EMJournal of Computational And Graphical Statistics (JCGS), 2020 |