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

Teenage Alcohol Use and Educational Attainment

(2015) Jeremy Staff et al.   Journal of Studies on Alcohol and Drugs

A Tutorial and Case Study in Propensity Score Analysis: An Application to Estimating the Effect of In-Hospital Smoking Cessation Counseling on Mortality

(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

Using the Standardized Difference to Compare the Prevalence of a Binary Variable Between Two Groups in Observational Research

(2009) Peter C. Austin   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Using propensity scores to adjust for selection bias when assessing the effectiveness of Alcoholics Anonymous in observational studies

(2009) Yu Ye et al.   DRUG AND ALCOHOL DEPENDENCE

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

(2009) Peter C Austin  

The Relative Ability of Different Propensity Score Methods to Balance Measured Covariates Between Treated and Untreated Subjects in Observational Studies

(2009) Peter C. Austin   MEDICAL DECISION MAKING

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

(2009) Peter C. Austin   STATISTICS IN MEDICINE

Primer on Statistical Interpretation or Methods Report Card on Propensity-Score Matching in the Cardiology Literature From 2004 to 2006

(2008) Peter C. Austin  

The performance of different propensity-score methods for estimating relative risks

(2008) Peter C. Austin   JOURNAL OF CLINICAL 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

Evaluating uses of data mining techniques in propensity score estimation: a simulation study

(2008) Soko Setoguchi et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Assessing balance in measured baseline covariates when using many-to-one matching on the propensity-score

(2008) Peter C. Austin   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Goodness-of-fit diagnostics for the propensity score model when estimating treatment effects using covariate adjustment with the propensity score

(2008) Peter C. Austin   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

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

(2007) Peter C. Austin   STATISTICS IN MEDICINE