3 papers
stat.ME2020
Corrected score methods for estimating Bayesian networks with error-prone nodes
Xianzheng Huang, Hongmei Zhang
Motivated by inferring cellular signaling networks using noisy flow cytometry data, we develop procedures to draw inference for Bayesian networks based on error-prone data. Two met…
stat.ME2019
Semi-parametric Bayesian variable selection for gene-environment interactions
Jie Ren, Fei Zhou, Xiaoxi Li +5
Many complex diseases are known to be affected by the interactions between genetic variants and environmental exposures beyond the main genetic and environmental effects. Study of…
stat.AP2016
Identifying heterogeneous transgenerational DNA methylation sites via clustering in beta regression
Shengtong Han, Hongmei Zhang, Gabrielle A. Lockett +3
This paper explores the transgenerational DNA methylation pattern (DNA methylation transmitted from one generation to the next) via a clustering approach. Beta regression is employ…