A Generalized Bootstrap Procedure of the Standard Error and Confidence Interval Estimation for Inverse Probability of Treatment Weighting

Propensity Score Weighting And Trimming Strategies To Reduce Variance And Bias Of Treatment Effect Estimates: A Simulation Study

(2021) Til Stürmer et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

The finite sample performance of inference methods for propensity score matching and weighting estimators

(2018) Hugo Bodory et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Variance estimation when using inverse probability of treatment weighting (IPTW) with survival analysis

(2016) Peter C. Austin   STATISTICS IN MEDICINE

Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

(2015) Peter C. Austin et al.   STATISTICS IN MEDICINE

The use of bootstrapping when using propensity-score matching without replacement: a simulation study

(2014) Peter C. Austin et al.   STATISTICS IN MEDICINE

Estimation and inference for distribution functions and quantile functions in treatment effect models

(2013) Stephen G. Donald et al.   JOURNAL OF ECONOMETRICS

Covariate balancing propensity score

(2013) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Variance reduction in randomised trials by inverse probability weighting using the propensity score

(2013) Elizabeth J. Williamson et al.   STATISTICS IN MEDICINE

An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

Weight Trimming and Propensity Score Weighting

(2011) Brian K. Lee et al.   PLoS One

Use of Stabilized Inverse Propensity Scores as Weights to Directly Estimate Relative Risk and Its Confidence Intervals

(2009) Stanley Xu et al.   VALUE IN HEALTH

For objective causal inference, design trumps analysis

(2008) Donald B. Rubin   Annals of Applied Statistics