Propensity score matching and complex surveys

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

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

Generalizing Observational Study Results: Applying Propensity Score Methods to Complex Surveys

(2013) Eva H. DuGoff et al.   HEALTH SERVICES RESEARCH

A comparison of 12 algorithms for matching on the propensity score

(2013) Peter C. Austin   STATISTICS IN MEDICINE

Propensity score applied to survival data analysis through proportional hazards models: a Monte Carlo study

(2012) Etienne Gayat et al.   PHARMACEUTICAL STATISTICS

The performance of different propensity score methods for estimating marginal hazard ratios

(2012) Peter C. Austin   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

Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies

(2010) Peter C. Austin   PHARMACEUTICAL STATISTICS

The performance of different propensity-score methods for estimating differences in proportions (risk differences or absolute risk reductions) in observational studies

(2010) Peter C. Austin   STATISTICS IN MEDICINE

Some Methods of Propensity-Score Matching had Superior Performance to Others: Results of an Empirical Investigation and Monte Carlo simulations

(2009) Peter C. Austin   BIOMETRICAL JOURNAL

Type I Error Rates, Coverage of Confidence Intervals, and Variance Estimation in Propensity-Score Matched Analyses

(2009) Peter C Austin  

Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples

(2009) Peter C. Austin   STATISTICS IN MEDICINE

Misunderstandings between experimentalists and observationalists about causal inference

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

A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003

(2007) Peter C. Austin   STATISTICS IN MEDICINE