A principal stratification approach for evaluating natural direct and indirect effects in the presence of treatment-induced intermediate confounding

Identification of Natural Direct Effects When a Confounder of the Mediator Is Directly Affected by Exposure

(2014) Eric J. Tchetgen Tchetgen et al.   EPIDEMIOLOGY

Alternative Monotonicity Assumptions for Improving Bounds on Natural Direct Effects

(2013) Yasutaka Chiba et al.  

Conceptual issues concerning mediation, interventions and composition

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

Natural Direct and Indirect Effects on the Exposed: Effect Decomposition under Weaker Assumptions

(2012) Stijn Vansteelandt et al.   BIOMETRICS

Marginal structural models for estimating principal stratum direct effects under the monotonicity assumption

(2011) Yasutaka Chiba   BIOMETRICAL JOURNAL

Identification of operating mediation and mechanism in the sufficient-component cause framework

(2011) Etsuji Suzuki et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Principal Stratification -- a Goal or a Tool?

(2011) Judea Pearl  

Principal Stratification -- Uses and Limitations

(2011) Tyler J VanderWeele  

Odds Ratios for Mediation Analysis for a Dichotomous Outcome

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

Alternative Assumptions for the Identification of Direct and Indirect Effects

(2010) Danella M. Hafeman et al.   EPIDEMIOLOGY

A review of causal estimation of effects in mediation analyses

(2010) Thomas R Ten Have et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

(2010) Kosuke Imai et al.   STATISTICAL SCIENCE

Opening the Black Box: a motivation for the assessment of mediation

(2009) Danella M Hafeman et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Analytic bounds on causal risk differences in directed acyclic graphs involving three observed binary variables

(2009) Sol Kaufman et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Mediation analysis with principal stratification

(2009) Robert Gallop et al.   STATISTICS IN MEDICINE

Sensitivity Analysis for Principal Stratum Direct Effects, with an Application to a Study of Physical Activity and Coronary Heart Disease

(2008) Arvid Sjölander et al.   BIOMETRICS

Related Causal Frameworks for Surrogate Outcomes

(2008) Marshall M. Joffe et al.   BIOMETRICS

Marginal Structural Models for the Estimation of Direct and Indirect Effects

(2008) Tyler J. VanderWeele   EPIDEMIOLOGY

Bounds on natural direct effects in the presence of confounded intermediate variables

(2008) Arvid Sjölander   STATISTICS IN MEDICINE