Methods for dealing with time-dependent confounding

Structural Nested Cumulative Failure Time Models to Estimate the Effects of Interventions

(2012) Sally Picciotto et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Invited Commentary: G-Computation-Lost in Translation?

(2011) S. Vansteelandt et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Implementation of G-Computation on a Simulated Data Set: Demonstration of a Causal Inference Technique

(2011) Jonathan M. Snowden et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Estimation of controlled direct effects on a dichotomous outcome using logistic structural direct effect models

(2010) S. Vansteelandt   BIOMETRIKA

Bounded, efficient and doubly robust estimation with inverse weighting

(2010) Z. Tan   BIOMETRIKA

Concerning the Consistency Assumption in Causal Inference

(2010) Tyler J. VanderWeele   EPIDEMIOLOGY

When to Start Treatment? A Systematic Approach to the Comparison of Dynamic Regimes Using Observational Data

(2010) Lauren E. Cain et al.  

A review of causal estimation of effects in mediation analyses

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

On model selection and model misspecification in causal inference

(2010) Stijn Vansteelandt et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data

(2009) W. Cao et al.   BIOMETRIKA

Intervening on risk factors for coronary heart disease: an application of the parametric g-formula

(2009) Sarah L Taubman et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Constructing Inverse Probability Weights for Marginal Structural Models

(2008) S. R. Cole et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Population intervention models in causal inference

(2008) A. E. Hubbard et al.   BIOMETRIKA

Comment: Improved Local Efficiency and Double Robustness

(2008) Zhiqiang Tan  

Estimation of controlled direct effects

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

Estimation and extrapolation of optimal treatment and testing strategies

(2008) James Robins et al.   STATISTICS IN MEDICINE