World's Best Scientists 2026 revealed!

D-Index & Metrics

Mathematics

D-Index
71
Citations
75078
World Ranking
251
National Ranking
138

Research.com Recognitions

  • 1992 - Fellow of the American Statistical Association (ASA)

Overview

Paul R. Rosenbaum is affiliated with the University of Pennsylvania in the United States. Their research spans several fields including Mathematics, Medicine, and Economics, Econometrics and Finance. The primary subfields of study are Statistics and Probability, Economics and Econometrics, Management Science and Operations Research, Cardiology and Cardiovascular Medicine, and General Health Professions.

The scientist's research topics include:

  • Advanced Causal Inference Techniques
  • Statistical Methods and Inference
  • Statistical Methods and Bayesian Inference
  • Statistical Methods in Clinical Trials
  • Health Systems, Economic Evaluations, Quality of Life
  • Optimal Experimental Design Methods
  • Healthcare Policy and Management

Recent papers authored or coauthored by Paul R. Rosenbaum cover a variety of themes and publication venues:

  • Evaluating the Costs and Outcomes of Hospital Nursing Resources: a Matched Cohort Study of Patients with Common Medical Conditions, 2020, Journal of General Internal Medicine
  • Valuing hospital investments in nursing: multistate matched-cohort study of surgical patients, 2020, BMJ Quality & Safety
  • Involvement of multinational corporations in social innovation: Exploring an emerging phenomenon, 2022, Journal of Business Research
  • Matching Methods for Observational Studies Derived from Large Administrative Databases, 2020, Statistical Science
  • Alzheimer's Dementia After Exposure to Anesthesia and Surgery in the Elderly, 2020, Annals of Surgery

Frequent coauthors collaborating with Paul R. Rosenbaum include:

  • Jeffrey H. Silber
  • Joseph G. Reiter
  • Dylan S. Small
  • Siddharth Jain
  • Lee A. Fleisher

The scientist has published extensively in a number of venues, with the most frequent including:

  • Journal of General Internal Medicine
  • Journal of the American Statistical Association
  • Statistical Science
  • Biometrics
  • The Annals of Applied Statistics

In addition to journal articles, Paul R. Rosenbaum has contributed to academic books. One forthcoming publication is with Springer International Publishing, titled An Introduction to the Theory of Observational Studies, expected in 2025.

Paul R. Rosenbaum was recognized as a Fellow of the American Statistical Association (ASA) in 1992.

Best Publications

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

    Paul R. Rosenbaum;Donald B. Rubin

  • Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score

    Paul R. Rosenbaum;Donald B. Rubin

  • Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

    Paul R. Rosenbaum;Donald B. Rubin

  • Design of Observational Studies

    Paul R. Rosenbaum

  • Assessing Sensitivity to an Unobserved Binary Covariate in an Observational Study with Binary Outcome

    P. R. Rosenbaum;D. B. Rubin

  • Invited Commentary: Propensity Scores

    Marshall M. Joffe;Paul R. Rosenbaum

  • Model-Based Direct Adjustment

    Paul R. Rosenbaum

  • Optimal Matching for Observational Studies

    Paul R. Rosenbaum

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

    Xing Sam Gu;Paul R. Rosenbaum

  • The Bias Due to Incomplete Matching

    Paul R. Rosenbaum;Donald B. Rubin

  • Covariance Adjustment in Randomized Experiments and Observational Studies

    Paul R. Rosenbaum

  • Interference Between Units in Randomized Experiments

    Paul R Rosenbaum

  • Conditional Association and Unidimensionality in Monotone Latent Variable Models

    Paul W. Holland;Paul R. Rosenbaum

  • Rare outcomes, common treatments: analytic strategies using propensity scores.

    Leonard E Braitman;Paul R Rosenbaum

  • A Characterization of Optimal Designs for Observational Studies

    Paul R. Rosenbaum

  • Mortality among hospitalized Medicare beneficiaries in the first 2 years following ACGME resident duty hour reform.

    Kevin G. Volpp;Amy K. Rosen;Amy K. Rosen;Paul R. Rosenbaum;Patrick S. Romano

  • Sensitivity analysis for certain permutation inferences in matched observational studies

    Paul R. Rosenbaum

  • From Association to Causation in Observational Studies: The Role of Tests of Strongly Ignorable Treatment Assignment

    Paul R. Rosenbaum

  • Combining Propensity Score Matching and Group-Based Trajectory Analysis in an Observational Study.

    Amelia Haviland;Daniel S. Nagin;Paul R. Rosenbaum

  • An exact distribution-free test comparing two multivariate distributions based on adjacency

    Paul R. Rosenbaum

  • Statistical Methods for Meta-Analysis.

    Paul R. Rosenbaum;Larry Hedges;Ingram Olkin

  • THE BIAS DUE TO INCOMPLETE HATCHING

    Paul R. Rosenbaum;Donald B. Rubin

Frequent Co-Authors

Dylan S. Small
Dylan S. Small University of Pennsylvania
Donald B. Rubin
Donald B. Rubin Temple University
Lee A. Fleisher
Lee A. Fleisher University of Pennsylvania
Kevin G. Volpp
Kevin G. Volpp University of Pennsylvania
Patrick S. Romano
Patrick S. Romano University of California, Davis
Joseph L. Gastwirth
Joseph L. Gastwirth George Washington University
Amy K. Rosen
Amy K. Rosen VA Boston Healthcare System
Katrina Armstrong
Katrina Armstrong Harvard University
Daniel Polsky
Daniel Polsky Johns Hopkins University
Linda H. Aiken
Linda H. Aiken University of Pennsylvania

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