Propensity score matching with clustered data. An application to the estimation of the impact of caesarean section on the Apgar score

Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

(2015) Peter C. Austin et al.   STATISTICS IN MEDICINE

Multivariate and Propensity Score Matching Software with Automated Balance Optimization: TheMatchingPackage forR

(2015) Jasjeet S. Sekhon   Journal of Statistical Software

Propensity score methods for estimating relative risks in cluster randomized trials with low-incidence binary outcomes and selection bias

(2014) Clémence Leyrat et al.   STATISTICS IN MEDICINE

Within-center matching performed better when using propensity score matching to analyze multicenter survival data: empirical and Monte Carlo studies

(2013) Etienne Gayat et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

The performance of estimators based on the propensity score

(2013) Martin Huber et al.   JOURNAL OF ECONOMETRICS

Health Outcomes for Vaginal Compared With Cesarean Delivery of Appropriately Grown Preterm Neonates

(2013) Erika F. Werner et al.   OBSTETRICS AND GYNECOLOGY

Hospital Differences in Cesarean Deliveries in Massachusetts (US) 2004–2006: The Case against Case-Mix Artifact

(2013) Isabel A. Cáceres et al.   PLoS One

Propensity scores used for analysis of cluster randomized trials with selection bias: a simulation study

(2013) C. Leyrat et al.   STATISTICS IN MEDICINE

Propensity score weighting with multilevel data

(2013) Fan Li et al.   STATISTICS IN MEDICINE

The Use of Propensity Scores for Nonrandomized Designs With Clustered Data

(2011) Felix J. Thoemmes et al.   MULTIVARIATE BEHAVIORAL RESEARCH

The specification of the propensity score in multilevel observational studies

(2010) Bruno Arpino et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

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

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

Some Methods of Propensity-Score Matching had Superior Performance to Others: Results of an Empirical Investigation and Monte Carlo simulations

(2009) Peter C. Austin   BIOMETRICAL JOURNAL

Dealing with limited overlap in estimation of average treatment effects

(2009) R. K. Crump et al.   BIOMETRIKA

On the Failure of the Bootstrap for Matching Estimators

(2008)   ECONOMETRICA

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

(2007) Peter C. Austin   STATISTICS IN MEDICINE