Xiaokang Liu

Integrative Multi-View Reduced-Rank Regression: Bridging Group-Sparse and Low-Rank Models

Kun Chen, Gen Li, Xiaokang Liu, 2018, 1807.10375.

Methodological challenges in spatial and contextual exposome-health studies

F. Laden, Xing He, Yi Zheng, 2022, Critical reviews in environmental science and technology.

Multisite learning of high-dimensional heterogeneous data with applications to opioid use disorder study of 15,000 patients across 5 clinical sites

Jason W. Moore, A. Ogdie, R. Duan, 2022, Scientific Reports.

Multivariate log‐contrast regression with sub‐compositional predictors: Testing the association between preterm infants' gut microbiome and neurobehavioral outcomes

Xiaomei Cong, Xiaokang Liu, Gen Li, 2020, Statistics in medicine.

Integrative multi‐view regression: Bridging group‐sparse and low‐rank models

Xiaokang Liu, Kun Chen, Gen Li, 2019, Biometrics.

Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research

R. Baldassano, Jing Huang, Xiaokang Liu, 2023, J. Am. Medical Informatics Assoc..

A Bayesian Selection Model for Correcting Outcome Reporting Bias With Application to a Meta-analysis on Heart Failure Interventions

Lifeng Lin, Haitao Chu, Ray Bai, 2021, 2110.08849.

SAT: a Surrogate-Assisted Two-wave case boosting sampling method, with application to EHR-based association studies

R. Hubbard, Yong Chen, Jessica Chubak, 2021, J. Am. Medical Informatics Assoc..