Lei Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 6

Top Topics

Variable Selection

Repeated Measures

Empirical Analysis

Dimensionality Reduction

Top Venues

PLoS Comput. Biol.

Publications

Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinform. 40 (2) (2024)
Chamila Perera, Haixiang Zhang, Yinan Zheng, Lifang Hou, Annie Qu, Cheng Zheng, Ke Xie, Lei Liu
HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data. BMC Bioinform. 23 (1) (2022)
Haixiang Zhang, Yinan Zheng, Lifang Hou, Cheng Zheng, Lei Liu
Mediation analysis for survival data with high-dimensional mediators. Bioinform. 37 (21) (2021)
Haitao Chai, Hongmei Jiang, Lu Lin, Lei Liu
A marginalized two-part Beta regression model for microbiome compositional data. PLoS Comput. Biol. 14 (7) (2018)
Grace Yoon, Yinan Zheng, Zhou Zhang, Haixiang Zhang, Tao Gao, Brian Joyce, Wei Zhang, Weihua Guan, Andrea A. Baccarelli, Wenxin Jiang, Joel Schwartz, Pantel Vokonas, Lifang Hou, Lei Liu
Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome. BMC Bioinform. 18 (1) (2017)
Haixiang Zhang, Yinan Zheng, Zhou Zhang, Tao Gao, Brian Joyce, Grace Yoon, Wei Zhang, Joel Schwartz, Allan C. Just, Elena Colicino, Pantel Vokonas, Lihui Zhao, Jinchi Lv, Andrea A. Baccarelli, Lifang Hou, Lei Liu
Estimating and testing high-dimensional mediation effects in epigenetic studies. Bioinform. 32 (20) (2016)
Yinan Zheng, Zhe Fei, Wei Zhang, Justin B. Starren, Lei Liu, Andrea A. Baccarelli, Yi Li, Lifang Hou
PGS: a tool for association study of high-dimensional microRNA expression data with repeated measures. Bioinform. 30 (19) (2014)
Lei Liu, Mark R. Conaway, William A. Knaus, James D. Bergin
A random effects four-part model, with application to correlated medical costs. Comput. Stat. Data Anal. 52 (9) (2008)