Optimal full matching for survival outcomes: a method that merits more widespread use

MatchIt: Nonparametric Preprocessing for Parametric Causal Inference

(2015) Daniel E. Ho et al.   Journal of Statistical Software

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

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

Factors Associated With Racial Differences in Myocardial Infarction Outcomes

(2013) John A. Spertus   ANNALS OF INTERNAL MEDICINE

Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases

(2013) Jessica M. Franklin et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A comparison of 12 algorithms for matching on the propensity score

(2013) Peter C. Austin   STATISTICS IN MEDICINE

The use of propensity score methods with survival or time-to-event outcomes: reporting measures of effect similar to those used in randomized experiments

(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

Two propensity score-based strategies for a three-decade observational study: investigating psychotropic medications and suicide risk

(2012) Andrew C. Leon et al.   STATISTICS IN MEDICINE

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

(2012) Peter C. Austin   STATISTICS IN MEDICINE

Antiepileptic Drugs for Bipolar Disorder and the Risk of Suicidal Behavior: A 30-Year Observational Study

(2011) Andrew C. Leon et al.   AMERICAN JOURNAL OF PSYCHIATRY

Mortality Following Nursing Home–Acquired Lower Respiratory Infection: LRI Severity, Antibiotic Treatment, and Water Intake

(2011) Kristina L. Szafara et al.   Journal of the American Medical Directors Association

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

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

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

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

(2010) Peter C. Austin   AMERICAN JOURNAL OF EPIDEMIOLOGY

A Data-Generation Process for Data with Specified Risk Differences or Numbers Needed to Treat

(2010) Peter C. Austin   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

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

Matching Methods for Causal Inference: A Review and a Look Forward

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

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

Effectiveness of Public Report Cards for Improving the Quality of Cardiac Care

(2009) Jack V. Tu et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A substantial and confusing variation exists in handling of baseline covariates in randomized controlled trials: a review of trials published in leading medical journals

(2009) Peter C. Austin et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

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

(2009) Peter C. Austin   STATISTICS IN MEDICINE

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

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

(2008) Peter C. Austin   JOURNAL OF CLINICAL EPIDEMIOLOGY

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

(2007) Peter C. Austin   STATISTICS IN MEDICINE