High-dimensional mediation analysis in survival models

Compositional mediation analysis for microbiome studies

(2019) Michael B. Sohn et al.   Annals of Applied Statistics

Exploratory Mediation Analysis with Many Potential Mediators

(2019) Erik-Jan van Kesteren et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Sparse principal component based high-dimensional mediation analysis

(2019) Yi Zhao et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Causal Mediation Analysis of Survival Outcome with Multiple Mediators

(2017) Yen-Tsung Huang et al.   EPIDEMIOLOGY

Tobacco exposure-related alterations in DNA methylation and gene expression in human monocytes: the Multi-Ethnic Study of Atherosclerosis (MESA)

(2017) Lindsay M. Reynolds et al.   Epigenetics

Expression of CDCA3 Is a Prognostic Biomarker and Potential Therapeutic Target in Non–Small Cell Lung Cancer

(2017) Mark N. Adams et al.   Journal of Thoracic Oncology

Estimating and testing high-dimensional mediation effects in epigenetic studies

(2016) Haixiang Zhang et al.   BIOINFORMATICS

Hypothesis test of mediation effect in causal mediation model with high-dimensional continuous mediators

(2015) Yen-Tsung Huang et al.   BIOMETRICS

Personalized screening intervals for biomarkers using joint models for longitudinal and survival data

(2015) Dimitris Rizopoulos et al.   BIOSTATISTICS

The non-coding RNAs of the H19-IGF2 imprinted loci: A focus on biological roles and therapeutic potential in Lung Cancer

(2015) Imad J Matouk et al.   Journal of Translational Medicine

Prenatal parental tobacco smoking, gene specific DNA methylation, and newborns size: the Generation R study

(2015) Marieke I. Bouwland-Both et al.   Clinical Epigenetics

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

Causal mediation analysis with multiple mediators

(2014) R. M. Daniel et al.   BIOMETRICS

CpG Sites Associated with Cigarette Smoking: Analysis of Epigenome-Wide Data from the Sister Study

(2014) Sophia Harlid et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Cancer-Risk Module Identification and Module-Based Disease Risk Evaluation: A Case Study on Lung Cancer

(2014) Xu Jia et al.   PLoS One

Mediation analysis when a continuous mediator is measured with error and the outcome follows a generalized linear model

(2014) Linda Valeri et al.   STATISTICS IN MEDICINE

Tobacco Smoking Leads to Extensive Genome-Wide Changes in DNA Methylation

(2013) Sonja Zeilinger et al.   PLoS One

Tobacco-Smoking-Related Differential DNA Methylation: 27K Discovery and Replication

(2011) Lutz P. Breitling et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection

(2011) Patrick Breheny et al.   Annals of Applied Statistics

Generalized Causal Mediation Analysis

(2011) Jeffrey M. Albert et al.   BIOMETRICS

Causal Mediation Analysis With Survival Data

(2011) Tyler J. VanderWeele   EPIDEMIOLOGY

Direct and Indirect Effects in a Survival Context

(2011) Theis Lange et al.   EPIDEMIOLOGY

High density DNA methylation array with single CpG site resolution

(2011) Marina Bibikova et al.   GENOMICS

On Causal Mediation Analysis with a Survival Outcome

(2011) Eric J Tchetgen Tchetgen  

A joint model for the dependence between clustered times to tumour progression and deaths: A meta-analysis of chemotherapy in head and neck cancer

(2011) Virginie Rondeau et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Estimating and Testing Mediation Effects with Censored Data

(2011) Lijuan Wang et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Odds Ratios for Mediation Analysis for a Dichotomous Outcome

(2010) T. J. VanderWeele et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Marginal Structural Models for the Estimation of Direct and Indirect Effects

(2008) Tyler J. VanderWeele   EPIDEMIOLOGY

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Lung Cancer

(2008) Roy S. Herbst et al.   NEW ENGLAND JOURNAL OF MEDICINE