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

Joint analysis of SNP and gene expression data in genetic association studies of complex diseases

(2014) Yen-Tsung Huang et al.   Annals of Applied Statistics

More powerful genetic association testing via a new statistical framework for integrative genomics

(2014) Sihai D. Zhao et al.   BIOMETRICS

Causal mediation analysis with multiple mediators

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

Integrative Analysis of Micro-RNA, Gene Expression, and Survival of Glioblastoma Multiforme

(2014) Yen-Tsung Huang et al.   GENETIC EPIDEMIOLOGY

Integrative modeling of multi-platform genomic data under the framework of mediation analysis

(2014) Yen-Tsung Huang   STATISTICS IN MEDICINE

Regularized rank-based estimation of high-dimensional nonparanormal graphical models

(2013) Lingzhou Xue et al.   ANNALS OF STATISTICS

Estimation of causal mediation effects for a dichotomous outcome in multiple-mediator models using the mediation formula

(2013) Wei Wang et al.   STATISTICS IN MEDICINE

Identifying genetic marker sets associated with phenotypes via an efficient adaptive score test

(2012) T. Cai et al.   BIOSTATISTICS

Rare-Variant Association Testing for Sequencing Data with the Sequence Kernel Association Test

(2011) Michael C. Wu et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Generalized Causal Mediation Analysis

(2011) Jeffrey M. Albert et al.   BIOMETRICS

Odds Ratios for Mediation Analysis for a Dichotomous Outcome

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

Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

(2010) Kosuke Imai et al.   STATISTICAL SCIENCE