From sample average treatment effect to population average treatment effect on the treated: combining experimental with observational studies to estimate population treatment effects

Centre Selection for Clinical Trials and the Generalisability of Results: A Mixed Methods Study

(2013) Adrian Gheorghe et al.   PLoS One

Experimental designs for identifying causal mechanisms

(2012) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Adjusting treatment effect estimates by post-stratification in randomized experiments

(2012) Luke W. Miratrix et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A matching method for improving covariate balance in cost-effectiveness analyses

(2011) Jasjeet Singh Sekhon et al.   HEALTH ECONOMICS

The Relative Performance of Targeted Maximum Likelihood Estimators

(2011) Kristin E. Porter et al.  

Generalizing Evidence From Randomized Clinical Trials to Target Populations: The ACTG 320 Trial

(2010) S. R. Cole et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

BART: Bayesian additive regression trees

(2010) Hugh A. Chipman et al.   Annals of Applied Statistics

The use of propensity scores to assess the generalizability of results from randomized trials

(2010) Elizabeth A. Stuart et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Post hoc insights from PAC-Man—The U.K. pulmonary artery catheter trial*

(2008) Sheila E. Harvey et al.   CRITICAL CARE MEDICINE

On the Failure of the Bootstrap for Matching Estimators

(2008)   ECONOMETRICA

The Consistency Statement in Causal Inference

(2008) Stephen R. Cole et al.   EPIDEMIOLOGY

Misunderstandings between experimentalists and observationalists about causal inference

(2008) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Bias modelling in evidence synthesis

(2008) Rebecca M. Turner et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Generalizing from clinical trial data: A case study. The risk of suicidality among pediatric antidepressant users

(2008) Joel B. Greenhouse et al.   STATISTICS IN MEDICINE