Negative binomial mixed models for analyzing microbiome count data. - Xinyan Zhang; Himel Mallick; Zaixiang Tang; Lei Zhang; Xiangqin Cui; Andrew K. Benson; Nengjun Yi (BMC Bioinform., 2017)

Bayesian group bridge for bi-level variable selection. - Himel Mallick; Nengjun Yi (Comput. Stat. Data Anal., 2017)

A Bayesian method for detecting pairwise associations in compositional data. - Emma H. Schwager; Himel Mallick; Steffen Ventz; Curtis Huttenhower (PLoS Comput. Biol., 2017)

Omics community detection using multi-resolution clustering. - Ali Rahnavard; Suvo Chatterjee; Bahar Sayoldin; Keith A. Crandall; Fasil Tekola-Ayele; Himel Mallick (Bioinform., 2021)

A statistical model for describing and simulating microbial community profiles. - Siyuan Ma; Boyu Ren; Himel Mallick; Yo Sup Moon; Emma H. Schwager; Sagun Maharjan; Timothy L. Tickle; Yiren Lu 003; Rachel N. Carmody; Eric A. Franzosa; Lucas Janson; Curtis Huttenhower (PLoS Comput. Biol., 2021)

Multivariable association discovery in population-scale meta-omics studies. - Himel Mallick; Ali Rahnavard; Lauren J. McIver; Siyuan Ma; Yancong Zhang; Long H. Nguyen; Timothy L. Tickle; George Weingart; Boyu Ren; Emma H. Schwager; Suvo Chatterjee; Kelsey N. Thompson; et al. (PLoS Comput. Biol., 2021)

Bayesian reciprocal LASSO quantile regression. - Rahim Alhamzawi; Himel Mallick (Commun. Stat. Simul. Comput., 2022)

Bayesian Joint Additive Factor Models for Multiview Learning. - Niccolo Anceschi; Federico Ferrari; David B. Dunson; Himel Mallick (CoRR, 2024)

Unified reciprocal LASSO estimation via least squares approximation. - Erina Paul; Himel Mallick (Commun. Stat. Simul. Comput., 2024)

Accelerated Bayesian Reciprocal LASSO. - Erina Paul; Jingyu He; Himel Mallick (Commun. Stat. Simul. Comput., 2025)