Performance of propensity score matching to estimate causal effects in small samples

Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries

(2016) Romain Pirracchio et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Regularized Regression Versus the High-Dimensional Propensity Score for Confounding Adjustment in Secondary Database Analyses

(2015) Jessica M. Franklin et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A new weighted balance measure helped to select the variables to be included in a propensity score model

(2015) Emmanuel Caruana et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Selecting an Appropriate Caliper Can Be Essential for Achieving Good Balance With Propensity Score Matching

(2013) Mark Lunt   AMERICAN JOURNAL OF EPIDEMIOLOGY

Prognostic score–based balance measures can be a useful diagnostic for propensity score methods in comparative effectiveness research

(2013) Elizabeth A. Stuart et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

A comparison of 12 algorithms for matching on the propensity score

(2013) Peter C. Austin   STATISTICS IN MEDICINE

Metrics for covariate balance in cohort studies of causal effects

(2013) Jessica M. Franklin et al.   STATISTICS IN MEDICINE

Measuring balance and model selection in propensity score methods

(2011) Svetlana V. Belitser et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

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 concept of the marginally matched subject in propensity-score matched analyses

(2009) Peter C. Austin et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY