Path-specific effects in the presence of a survival outcome and causally ordered multiple mediators with application to genomic data

Mediation effects that emulate a target randomised trial: Simulation-based evaluation of ill-defined interventions on multiple mediators

(2021) Margarita Moreno-Betancur et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Survival mediation analysis with the death‐truncated mediator: The completeness of the survival mediation parameter

(2021) An‐Shun Tai et al.   STATISTICS IN MEDICINE

Integrated multiple mediation analysis: A robustness‐specificity trade‐off in causal structure

(2021) An‐Shun Tai et al.   STATISTICS IN MEDICINE

Tobacco smoking and somatic mutations in human bronchial epithelium

(2020) Kenichi Yoshida et al.   NATURE

Identification of Key Genes Related to Lung Squamous Cell Carcinoma Using Bioinformatics Analysis

(2020) Miaomiao Gao et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Marginal Time-Dependent Causal Effects in Mediation Analysis With Survival Data

(2019) Francesca Fasanelli et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Understanding interventional effects

(2018) Margarita Moreno-Betancur et al.   EPIDEMIOLOGY

Generalized causal mediation and path analysis: Extensions and practical considerations

(2018) Jeffrey M Albert et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Defining causal meditation with a longitudinal mediator and a survival outcome

(2018) Vanessa Didelez   LIFETIME DATA ANALYSIS

Multiple mediation analysis with survival outcomes: With an application to explore racial disparity in breast cancer survival

(2018) Qingzhao Yu et al.   STATISTICS IN MEDICINE

Mediation analysis with causally ordered mediators using Cox proportional hazards model

(2018) Shu-Hsien Cho et al.   STATISTICS IN MEDICINE

Causal Mediation Analysis of Survival Outcome with Multiple Mediators

(2017) Yen-Tsung Huang et al.   EPIDEMIOLOGY

Interventional Effects for Mediation Analysis with Multiple Mediators

(2017) Stijn Vansteelandt et al.   EPIDEMIOLOGY

Parametric Mediational g-Formula Approach to Mediation Analysis with Time-varying Exposures, Mediators, and Confounders

(2017) Sheng-Hsuan Lin et al.   EPIDEMIOLOGY

Mediation analysis for a survival outcome with time-varying exposures, mediators, and confounders

(2017) Sheng-Hsuan Lin et al.   STATISTICS IN MEDICINE

An Expression Signature as an Aid to the Histologic Classification of Non-Small Cell Lung Cancer

(2016) L. Girard et al.   CLINICAL CANCER RESEARCH

Mediation analysis with time varying exposures and mediators

(2016) Tyler J. VanderWeele et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Causal mediation analysis with multiple causally non-ordered mediators

(2015) Masataka Taguri et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Causal mediation analysis with multiple mediators

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

A Unification of Mediation and Interaction

(2014) Tyler J. VanderWeele   EPIDEMIOLOGY

Effect Decomposition in the Presence of an Exposure-Induced Mediator-Outcome Confounder

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Screening for Lung Cancer

(2013) Frank C. Detterbeck et al.   CHEST

A 12-Gene Set Predicts Survival Benefits from Adjuvant Chemotherapy in Non-Small Cell Lung Cancer Patients

(2013) H. Tang et al.   CLINICAL CANCER RESEARCH

Causal inference of gene regulation with subnetwork assembly from genetical genomics data

(2013) Chien-Hua Peng et al.   NUCLEIC ACIDS RESEARCH

Reconstruction of an Integrated Genome-Scale Co-Expression Network Reveals Key Modules Involved in Lung Adenocarcinoma

(2013) Gholamreza Bidkhori et al.   PLoS One

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

Conceptual issues concerning mediation, interventions and composition

(2013) Tyler J. Vanderweele et al.   Statistics and Its Interface

Semiparametric theory for causal mediation analysis: Efficiency bounds, multiple robustness and sensitivity analysis

(2012) Eric J. Tchetgen Tchetgen et al.   ANNALS OF STATISTICS

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

Concerning the Consistency Assumption in Causal Inference

(2010) Tyler J. VanderWeele   EPIDEMIOLOGY

Gene Expression Signature of Cigarette Smoking and Its Role in Lung Adenocarcinoma Development and Survival

(2008) Maria Teresa Landi et al.   PLoS One