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Lifang Hou
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 6
Top Topics
Comparative Analysis
Variable Selection
Association Studies
Dimensionality Reduction
Top Venues
Bioinform.
BMC Bioinform.
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Publications
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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)
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)
Jun Chen
,
Allan C. Just
,
Joel Schwartz
,
Lifang Hou
,
Nadereh Jafari
,
Zhifu Sun
,
Jean-Pierre A. Kocher
,
Andrea A. Baccarelli
,
Xihong Lin
CpGFilter: model-based CpG probe filtering with replicates for epigenome-wide association studies.
Bioinform.
32 (3) (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)
Tamar Sofer
,
Elizabeth D. Schifano
,
Jane A. Hoppin
,
Lifang Hou
,
Andrea A. Baccarelli
A-clustering: a novel method for the detection of co-regulated methylation regions, and regions associated with exposure.
Bioinform.
29 (22) (2013)
Pan Du
,
Xiao Zhang
,
Chiang-Ching Huang
,
Nadereh Jafari
,
Warren A. Kibbe
,
Lifang Hou
,
Simon M. Lin
Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis.
BMC Bioinform.
11 (2010)