The Balance Super Learner: A robust adaptation of the Super Learner to improve estimation of the average treatment effect in the treated based on propensity score matching

Antibiotic related acute kidney injury in patients treated for open fractures

(2016) William C. Pannell et al.   INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Improving Propensity Score Estimators' Robustness to Model Misspecification Using Super Learner

(2014) Romain Pirracchio et al.   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

Propensity scores in intensive care and anaesthesiology literature: a systematic review

(2010) Etienne Gayat et al.   INTENSIVE CARE MEDICINE

Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression

(2010) Daniel Westreich et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

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

A weakly informative default prior distribution for logistic and other regression models

(2009) Andrew Gelman et al.   Annals of Applied Statistics

Adolescent Cannabis Problems and Young Adult Depression: Male-Female Stratified Propensity Score Analyses

(2008) V. S. Harder et al.   AMERICAN 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

Impact of mis‐specification of the treatment model on estimates from a marginal structural model

(2008) Geneviève Lefebvre et al.   STATISTICS IN MEDICINE