A critical appraisal of propensity‐score matching in the medical literature between 1996 and 2003
PC Austin - Statistics in medicine, 2008 - Wiley Online Library
Propensity‐score methods are increasingly being used to reduce the impact of treatment‐
selection bias in the estimation of treatment effects using observational data. Commonly …
selection bias in the estimation of treatment effects using observational data. Commonly …
[HTML][HTML] Propensity-score matching in the cardiovascular surgery literature from 2004 to 2006: a systematic review and suggestions for improvement
PC Austin - The Journal of thoracic and cardiovascular surgery, 2007 - Elsevier
OBJECTIVE: I conducted a systematic review of the use of propensity score matching in the
cardiovascular surgery literature. I examined the adequacy of reporting and whether …
cardiovascular surgery literature. I examined the adequacy of reporting and whether …
Variance estimation when using inverse probability of treatment weighting (IPTW) with survival analysis
PC Austin - Statistics in medicine, 2016 - Wiley Online Library
Propensity score methods are used to reduce the effects of observed confounding when
using observational data to estimate the effects of treatments or exposures. A popular …
using observational data to estimate the effects of treatments or exposures. A popular …
The use of propensity score methods with survival or time‐to‐event outcomes: reporting measures of effect similar to those used in randomized experiments
PC Austin - Statistics in medicine, 2014 - Wiley Online Library
Propensity score methods are increasingly being used to estimate causal treatment effects
in observational studies. In medical and epidemiological studies, outcomes are frequently …
in observational studies. In medical and epidemiological studies, outcomes are frequently …
An introduction to propensity score methods for reducing the effects of confounding in observational studies
PC Austin - Multivariate behavioral research, 2011 - Taylor & Francis
The propensity score is the probability of treatment assignment conditional on observed
baseline characteristics. The propensity score allows one to design and analyze an …
baseline characteristics. The propensity score allows one to design and analyze an …
Optimal caliper widths for propensity‐score matching when estimating differences in means and differences in proportions in observational studies
PC Austin - Pharmaceutical statistics, 2011 - Wiley Online Library
In a study comparing the effects of two treatments, the propensity score is the probability of
assignment to one treatment conditional on a subject's measured baseline covariates …
assignment to one treatment conditional on a subject's measured baseline covariates …
The performance of different propensity score methods for estimating marginal hazard ratios
PC Austin - Statistics in medicine, 2013 - Wiley Online Library
Propensity score methods are increasingly being used to reduce or minimize the effects of
confounding when estimating the effects of treatments, exposures, or interventions when …
confounding when estimating the effects of treatments, exposures, or interventions when …
Statistical criteria for selecting the optimal number of untreated subjects matched to each treated subject when using many-to-one matching on the propensity score
PC Austin - American journal of epidemiology, 2010 - academic.oup.com
Propensity-score matching is increasingly being used to estimate the effects of treatments
using observational data. In many-to-one (M: 1) matching on the propensity score, M …
using observational data. In many-to-one (M: 1) matching on the propensity score, M …
The performance of inverse probability of treatment weighting and full matching on the propensity score in the presence of model misspecification when estimating the …
There is increasing interest in estimating the causal effects of treatments using observational
data. Propensity-score matching methods are frequently used to adjust for differences in …
data. Propensity-score matching methods are frequently used to adjust for differences in …
Applying propensity score methods in clinical research in neurology
Propensity score–based analysis is increasingly being used in observational studies to
estimate the effects of treatments, interventions, and exposures. We introduce the concept of …
estimate the effects of treatments, interventions, and exposures. We introduce the concept of …