On model selection and model misspecification in causal inference

A cross-validation deletion–substitution–addition model selection algorithm: Application to marginal structural models

(2010) Thaddeus J. Haight et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Estimating Direct Effects in Cohort and Case–Control Studies

(2010) Stijn Vansteelandt   EPIDEMIOLOGY

Using Regression Models to Analyze Randomized Trials: Asymptotically Valid Hypothesis Tests Despite Incorrectly Specified Models

(2009) Michael Rosenblum et al.   BIOMETRICS

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

(2009) W. Cao et al.   BIOMETRIKA

Overadjustment Bias and Unnecessary Adjustment in Epidemiologic Studies

(2009) Enrique F. Schisterman et al.   EPIDEMIOLOGY

Multiply Robust Inference for Statistical Interactions

(2009) Stijn Vansteelandt et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Remarks on the method of propensity score

(2009) Judea Pearl   STATISTICS IN MEDICINE

Propensity scores and M-structures

(2009) Arvid Sjölander   STATISTICS IN MEDICINE

Discussions

(2008) Stijn Vansteelandt   BIOMETRICS

Adjustment uncertainty in effect estimation

(2008) C. M. Crainiceanu et al.   BIOMETRIKA

Marginal Structural Models for the Estimation of Direct and Indirect Effects

(2008) Tyler J. VanderWeele   EPIDEMIOLOGY