Rosenbaum, Paul R.

The central role of the propensity score in observational studies for causal effects

ROSENBAUM, P. R., & RUBIN, D. B. (1983) · Biometrika

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 31,241

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Rosenbaum, P. R., & Rubin, D. B. (1984) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 3,082

Design of Observational Studies

Rosenbaum, P. R. (2010) · Springer Series in Statistics

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 1,150

The Consquences of Adjustment for a Concomitant Variable That Has Been Affected by the Treatment

Rosenbaum, P. R. (1984) · Journal of the Royal Statistical Society. Series A (General)

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 849

Comparison of Multivariate Matching Methods: Structures, Distances, and Algorithms

Gu, X. S., & Rosenbaum, P. R. (1993) · Journal of Computational and Graphical Statistics

Advanced Causal Inference TechniquesOptimal Experimental Design Methods

Cited by 702

Observational Studies

Rosenbaum, P. R. (2002) · Springer Series in Statistics

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 484

Interference Between Units in Randomized Experiments

Rosenbaum, P. R. (2007) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 371

Mortality Among Hospitalized Medicare Beneficiaries in the First 2 Years Following ACGME Resident Duty Hour Reform

Volpp, K. G., Rosen, A. K., Rosenbaum, P. R., Romano, P. S., Even-Shoshan, O., Wang, Y., Bellini, L., Behringer, T., & Silber, J. H. (2007) · JAMA

Hospital Admissions and OutcomesHealthcare Policy and Management

Cited by 325

Mortality Among Patients in VA Hospitals in the First 2 Years Following ACGME Resident Duty Hour Reform

Volpp, K. G., Rosen, A. K., Rosenbaum, P. R., Romano, P. S., Even-Shoshan, O., Canamucio, A., Bellini, L., Behringer, T., & Silber, J. H. (2007) · JAMA

Hospital Admissions and OutcomesPatient Safety and Medication Errors

Cited by 228

Observation and Experiment: An Introduction to Causal Inference

Rosenbaum, P. (2017) · Harvard University Press eBooks

Advanced Causal Inference TechniquesPhilosophy of Biology and Scientific Explanation

Cited by 170