2 papers
stat.ME2026
Bayesian sparse principal coordinates analysis with delta-tolerant linear approximation for microbiome data
Hsin-Hsiung Huang, Ruitao Liu, Liangliang Zhang +1
Principal coordinates analysis (PCoA) is a standard exploratory tool for microbiome beta-diversity studies, but its axes are defined by pairwise dissimilarities and therefore do no…
math.ST2024
Two-Step Mixed-Type Multivariate Bayesian Sparse Variable Selection with Shrinkage Priors
Shao-Hsuan Wang, Ray Bai, Hsin-Hsiung Huang
We introduce a Bayesian framework for mixed-type multivariate regression using continuous shrinkage priors. Our framework enables joint analysis of mixed continuous and discrete ou…