Identification and Sensitivity Analysis for Average Causal Mediation Effects with Time-Varying Treatments and Mediators: Investigating the Underlying Mechanisms of Kindergarten Retention Policy

Mediation analysis with time varying exposures and mediators

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

Identifying Causal Estimands for Time-Varying Treatments Measured with Time-Varying (Age or Grade-Based) Instruments

(2016) Peter M. Steiner et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Time-Varying Treatments in Observational Studies: Marginal Structural Models of the Effects of Early Grade Retention on Math Achievement

(2016) Machteld Vandecandelaere et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Robust Estimation of Inverse Probability Weights for Marginal Structural Models

(2015) Kosuke Imai et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Mediation Analysis With Intermediate Confounding: Structural Equation Modeling Viewed Through the Causal Inference Lens

(2014) Bianca L. De Stavola et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Causal mediation analysis with multiple mediators

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

Theory and Analysis of Total, Direct, and Indirect Causal Effects

(2014) Axel Mayer et al.   MULTIVARIATE BEHAVIORAL RESEARCH