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Estimating and testing high-dimensional mediation effects in epigenetic studies
Author(s) -
Haixiang Zhang,
Yinan Zheng,
Zhou Zhang,
Tao Gao,
Brian T. Joyce,
Grace Yoon,
Wei Zhang,
Joel Schwartz,
Allan C. Just,
Elena Colicino,
Pantel Vokonas,
Lihui Zhao,
Jinchi Lv,
Andrea Baccarelli,
Lifang Hou,
Lei Liu
Publication year - 2016
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btw351
Subject(s) - epigenetics , mediation , computer science , computational biology , econometrics , biology , psychology , genetics , statistics , mathematics , gene , sociology , social science
High-dimensional DNA methylation markers may mediate pathways linking environmental exposures with health outcomes. However, there is a lack of analytical methods to identify significant mediators for high-dimensional mediation analysis.

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