Measuring balance and model selection in propensity score methods

High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

(2009) Sebastian Schneeweiss et al.   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

Systematic differences in treatment effect estimates between propensity score methods and logistic regression

(2008) Edwin P Martens et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

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

(2008) Peter C. Austin   JOURNAL OF CLINICAL EPIDEMIOLOGY

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