Estimating and testing high-dimensional mediation effects in epigenetic studies
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Title
Estimating and testing high-dimensional mediation effects in epigenetic studies
Authors
Keywords
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Journal
BIOINFORMATICS
Volume 32, Issue 20, Pages 3150-3154
Publisher
Oxford University Press (OUP)
Online
2016-06-30
DOI
10.1093/bioinformatics/btw351
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Related references
Note: Only part of the references are listed.- Tobacco smoking-associated genome-wide DNA methylation changes in the EPIC study
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- DNA methylation changes of whole blood cells in response to active smoking exposure in adults: a systematic review of DNA methylation studies
- (2015) Xu Gao et al. Clinical Epigenetics
- Covariate measurement error correction methods in mediation analysis with failure time data
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- Air pollution and gene-specific methylation in the Normative Aging Study
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- Mediation analysis when a continuous mediator is measured with error and the outcome follows a generalized linear model
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- Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis
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- (2013) Sonja Zeilinger et al. PLoS One
- DNA methylation arrays as surrogate measures of cell mixture distribution
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- Distribution-Free Mediation Analysis for Nonlinear Models with Confounding
- (2012) Jeffrey M. Albert EPIDEMIOLOGY
- Methods for Mediation Analysis with Missing Data
- (2012) Zhiyong Zhang et al. PSYCHOMETRIKA
- Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection
- (2011) Patrick Breheny et al. Annals of Applied Statistics
- Estimating and Testing Mediation Effects with Censored Data
- (2011) Lijuan Wang et al. STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL
- Nearly unbiased variable selection under minimax concave penalty
- (2010) Cun-Hui Zhang ANNALS OF STATISTICS
- Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis
- (2010) Pan Du et al. BMC BIOINFORMATICS
- A review of causal estimation of effects in mediation analyses
- (2010) Thomas R Ten Have et al. STATISTICAL METHODS IN MEDICAL RESEARCH
- Sure independence screening for ultrahigh dimensional feature space
- (2008) Jianqing Fan et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
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