High-dimensional mediation analysis in survival models.
Mediation analysis with high-dimensional DNA methylation markers is important in identifying epigenetic pathways between environmental exposures and health outcomes. There have been some methodology developments of mediation analysis with high-dimensional mediators. However, high-dimensional mediati...
Main Authors: | Chengwen Luo, Botao Fa, Yuting Yan, Yang Wang, Yiwang Zhou, Yue Zhang, Zhangsheng Yu |
---|---|
Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS)
2020-04-01
|
Series: | PLoS Computational Biology |
Online Access: | https://doi.org/10.1371/journal.pcbi.1007768 |
Similar Items
-
High-Dimensional Mediation Analysis With Confounders in Survival Models
by: Zhangsheng Yu, et al.
Published: (2021-06-01) -
Pathway-based biomarker identification with crosstalk analysis for robust prognosis prediction in hepatocellular carcinomaResearch in context
by: Botao Fa, et al.
Published: (2019-06-01) -
An Efficient and Easy-to-Use Network-Based Integrative Method of Multi-Omics Data for Cancer Genes Discovery
by: Ting Wei, et al.
Published: (2021-01-01) -
GapClust is a light-weight approach distinguishing rare cells from voluminous single cell expression profiles
by: Botao Fa, et al.
Published: (2021-07-01) -
Semiparametric Bayesian Kernel Survival Model for Highly Correlated High-Dimensional Data.
by: Zhang, Lin
Published: (2019)