Notable Papers

Top 5 selected publications. Full list is here. Citation counts are from Google Scholar, as of October 4, 2026.

2021

Multivariable Association Discovery in Population-scale Meta-omics Studies
Mallick et al. PLoS Computational Biology 17(11):e1009442.
Software: MaAsLin2 · Citations: 3,069

2019

Predictive Metabolomic Profiling of Microbial Communities Using Amplicon or Metagenomic Sequences
Mallick et al. Nature Communications 10(1):3136–3146.
Software: MelonnPan · Citations: 334

2014

A New Bayesian LASSO
Mallick and Yi. Statistics and Its Interface 7(4):571–581.
Software: BayesRecipe · Citations: 90

2022

Differential Expression of Single-cell RNA-seq Data using Tweedie Models
Mallick et al. Statistics in Medicine 41(18):3492–3510.
Software: Tweedieverse · Citations: 48

2024

An Integrated Bayesian Framework for Multi-omics Prediction and Classification
Mallick et al. Statistics in Medicine 43(5):983–1002.
Software: IntegratedLearner · Citations: 41