Himel Mallick

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Variable Selection

Negative Binomial

Top Venues

PLoS Comput. Biol.

Publications

Niccolo Anceschi, Federico Ferrari, David B. Dunson, Himel Mallick
Bayesian Joint Additive Factor Models for Multiview Learning. CoRR (2024)
Rahim Alhamzawi, Himel Mallick
Bayesian reciprocal LASSO quantile regression. Commun. Stat. Simul. Comput. 51 (11) (2022)
Siyuan Ma, Boyu Ren, Himel Mallick, Yo Sup Moon, Emma Schwager, Sagun Maharjan, Timothy L. Tickle, Yiren Lu, Rachel N. Carmody, Eric A. Franzosa, Lucas Janson, Curtis Huttenhower
A statistical model for describing and simulating microbial community profiles. PLoS Comput. Biol. 17 (9) (2021)
Ali Rahnavard, Suvo Chatterjee, Bahar Sayoldin, Keith A. Crandall, Fasil Tekola-Ayele, Himel Mallick
Omics community detection using multi-resolution clustering. Bioinform. 37 (20) (2021)
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, Jeremy E. Wilkinson, Ayshwarya Subramanian, Yiren Lu, Levi Waldron, Joseph N. Paulson, Eric A. Franzosa, Héctor Corrada Bravo, Curtis Huttenhower
Multivariable association discovery in population-scale meta-omics studies. PLoS Comput. Biol. 17 (11) (2021)
Xinyan Zhang, Himel Mallick, Zaixiang Tang, Lei Zhang, Xiangqin Cui, Andrew K. Benson, Nengjun Yi
Negative binomial mixed models for analyzing microbiome count data. BMC Bioinform. 18 (1) (2017)
Emma Schwager, Himel Mallick, Steffen Ventz, Curtis Huttenhower
A Bayesian method for detecting pairwise associations in compositional data. PLoS Comput. Biol. 13 (11) (2017)
Himel Mallick, Nengjun Yi
Bayesian group bridge for bi-level variable selection. Comput. Stat. Data Anal. 110 (2017)