Estimation of causal effects of binary treatments in unconfounded studies with one continuous covariate

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

(2015) Jasjeet S. Sekhon   Journal of Statistical Software

Covariate balancing propensity score

(2013) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A comparison of 12 algorithms for matching on the propensity score

(2013) Peter C. Austin   STATISTICS IN MEDICINE

Robust estimation of causal effects of binary treatments in unconfounded studies with dichotomous outcomes

(2012) R. Gutman et al.   STATISTICS IN MEDICINE

Model misspecification and robustness in causal inference: comparing matching with doubly robust estimation

(2012) Ingeborg Waernbaum   STATISTICS IN MEDICINE

Bias-Corrected Matching Estimators for Average Treatment Effects

(2010) Alberto Abadie et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

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

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

Type I Error Rates, Coverage of Confidence Intervals, and Variance Estimation in Propensity-Score Matched Analyses

(2009) Peter C Austin  

The Relative Ability of Different Propensity Score Methods to Balance Measured Covariates Between Treated and Untreated Subjects in Observational Studies

(2009) Peter C. Austin   MEDICAL DECISION MAKING

Testing treatment effects in unconfounded studies under model misspecification: Logistic regression, discretization, and their combination

(2009) M. Z. Cangul et al.   STATISTICS IN MEDICINE

Bayesian propensity score analysis for observational data

(2008) Lawrence C. McCandless et al.   STATISTICS IN MEDICINE