Extending inferences from a randomized trial to a new target population

Extending inferences from a randomized trial to a target population

(2019) Issa J. Dahabreh et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Double/debiased machine learning for treatment and structural parameters

(2018) Victor Chernozhukov et al.   Econometrics Journal

Generalizing evidence from randomized trials using inverse probability of sampling weights

(2018) Ashley L. Buchanan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Generalizing causal inferences from individuals in randomized trials to all trial-eligible individuals

(2018) Issa J. Dahabreh et al.   BIOMETRICS

Sensitivity analyses for effect modifiers not observed in the target population when generalizing treatment effects from a randomized controlled trial: Assumptions, models, effect scales, data scenarios, and implementation details

(2018) Trang Quynh Nguyen et al.   PLoS One

Robust estimation of encouragement design intervention effects transported across sites

(2016) Kara E. Rudolph et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Integrating Randomized Comparative Effectiveness Research with Patient Care

(2016) Louis D. Fiore et al.   NEW ENGLAND JOURNAL OF MEDICINE

New methods for treatment effect calibration, with applications to non-inferiority trials

(2015) Zhiwei Zhang et al.   BIOMETRICS

Bias-Reduced Doubly Robust Estimation

(2015) Karel Vermeulen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

External Validity: From Do-Calculus to Transportability Across Populations

(2015) Judea Pearl et al.   STATISTICAL SCIENCE

Generalizing from unrepresentative experiments: a stratified propensity score approach

(2013) Colm O'Muircheartaigh et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Estimating treatment effect via simple cross design synthesis

(2011) Eloise E. Kaizar   STATISTICS IN MEDICINE

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

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

Diagnosing and responding to violations in the positivity assumption

(2010) Maya L Petersen 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

Constructing Inverse Probability Weights for Marginal Structural Models

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

The Performance of Two Data-Generation Processes for Data with Specified Marginal Treatment Odds Ratios

(2008) Peter C. Austin et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION