Paul R. Rosenbaum

1. The central role of the propensity score in observational studies for causal effects
   1983/01/01 by PAUL R. ROSENBAUM, Paul R. Rosenbaum, DONALD B. RUBIN +1 · 623 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
2. Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
   1985/02/01 by Paul R. Rosenbaum, Donald B. Rubin · 75 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
3. The Consquences of Adjustment for a Concomitant Variable That Has Been Affected by the Treatment
   1984/01/01 by Paul R. Rosenbaum · 30 citations
   Psychology · Pharmacology, Toxicology and Pharmaceutics · Mathematics · #Behavioral and Psychological Studies #Pharmacy and Medical Practices #Statistical Methods in Clinical Trials
4. Comparison of Multivariate Matching Methods: Structures, Distances, and Algorithms
   1993/12/01 by Xing Sam Gu, Xing Gu, Paul R. Rosenbaum · 13 citations
   Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
5. Heterogeneity and Causality
   2005/04/07 by Paul R Rosenbaum, Paul R. Rosenbaum · 7 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
6. Optimal Matching of an Optimally Chosen Subset in Observational Studies
   2011/03/23 by Paul R. Rosenbaum · 3 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
7. Robust, Accurate Confidence Intervals with a Weak Instrument: Quarter of Birth and Education
   2004/12/15 by Guido W. Imbens, Paul R. Rosenbaum · 3 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
8. Cross-screening in observational studies that test many hypotheses
   2017/03/06 by Qingyuan Zhao, Dylan S. Small, Zhao, Qingyuan +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials