Paul R. Rosenbaum

61.1k total citations · 9 hit papers
95 papers, 43.4k citations indexed

About

Paul R. Rosenbaum is a scholar working on Statistics and Probability, Economics and Econometrics and Management Science and Operations Research. According to data from OpenAlex, Paul R. Rosenbaum has authored 95 papers receiving a total of 43.4k indexed citations (citations by other indexed papers that have themselves been cited), including 51 papers in Statistics and Probability, 19 papers in Economics and Econometrics and 6 papers in Management Science and Operations Research. Recurrent topics in Paul R. Rosenbaum's work include Advanced Causal Inference Techniques (38 papers), Statistical Methods and Inference (31 papers) and Statistical Methods and Bayesian Inference (24 papers). Paul R. Rosenbaum is often cited by papers focused on Advanced Causal Inference Techniques (38 papers), Statistical Methods and Inference (31 papers) and Statistical Methods and Bayesian Inference (24 papers). Paul R. Rosenbaum collaborates with scholars based in United States, Canada and Sweden. Paul R. Rosenbaum's co-authors include Donald B. Rubin, Amelia M. Haviland, Daniel S. Nagin, Guido W. Imbens, Bo Lü, Jeffrey H. Silber, Orit Even‐Shoshan, Kathleen J. Propert, Elaine Zanutto and Robert Hornik and has published in prestigious journals such as JAMA, Journal of Clinical Oncology and SHILAP Revista de lepidopterología.

In The Last Decade

Paul R. Rosenbaum

93 papers receiving 40.7k citations

Hit Papers

The central role of the propensity score in observational... 1983 2026 1997 2011 1983 1985 1985 1984 1984 5.0k 10.0k 15.0k 20.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. The central role of the propensity score in observational studies for causal effects
    1983 21.7k citations Paul R. Rosenbaum, Donald B. Rubin Biometrika profile →
  2. Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
    1985 3.8k citations Paul R. Rosenbaum, Donald B. Rubin The American Statistician profile →
  3. Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
    1985 3.3k citations Paul R. Rosenbaum, Donald B. Rubin The American Statistician profile →
  4. Reducing Bias in Observational Studies Using Subclassification on the Propensity Score
    1984 2.5k citations Paul R. Rosenbaum, Donald B. Rubin Journal of the American Statistical Association profile →
  5. Reducing Bias in Observational Studies Using Subclassification on the Propensity Score
    1984 2.5k citations Paul R. Rosenbaum, Donald B. Rubin Journal of the American Statistical Association profile →
  6. The Central Role of the Propensity Score in Observational Studies for Causal Effects
    1983 2.0k citations Paul R. Rosenbaum, Donald B. Rubin Biometrika profile →
  7. Design of Observational Studies
    2009 763 citations Paul R. Rosenbaum profile →
  8. Model-Based Direct Adjustment
    1987 702 citations Paul R. Rosenbaum Journal of the American Statistical Association profile →
  9. The Consquences of Adjustment for a Concomitant Variable That Has Been Affected by the Treatment
    1984 578 citations Paul R. Rosenbaum profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Paul R. Rosenbaum United States 39 12.7k 10.7k 5.7k 4.3k 4.1k 95 43.4k
Gary King United States 73 7.3k 0.6× 2.8k 0.3× 12.7k 2.2× 2.9k 0.7× 1.7k 0.4× 258 39.5k
Elizabeth A. Stuart United States 67 5.1k 0.4× 5.1k 0.5× 2.9k 0.5× 3.9k 0.9× 542 0.1× 419 30.3k
Guido W. Imbens United States 60 14.5k 1.1× 10.9k 1.0× 6.1k 1.1× 3.3k 0.8× 3.4k 0.8× 164 36.1k
Lee J. Cronbach United States 47 3.0k 0.2× 2.5k 0.2× 9.3k 1.6× 5.4k 1.3× 1.3k 0.3× 118 63.0k
Kosuke Imai United States 46 3.4k 0.3× 3.8k 0.4× 4.9k 0.9× 1.6k 0.4× 589 0.1× 146 20.4k
Kenneth A. Bollen United States 69 4.0k 0.3× 4.1k 0.4× 18.5k 3.2× 6.4k 1.5× 1.6k 0.4× 182 74.5k
Reuben M. Baron United States 26 6.9k 0.5× 1.5k 0.1× 32.1k 5.6× 11.5k 2.7× 5.7k 1.4× 67 121.8k
Patrick Royston United Kingdom 84 4.4k 0.3× 6.0k 0.6× 2.9k 0.5× 3.9k 0.9× 191 0.0× 269 51.5k
David P. MacKinnon United States 74 2.1k 0.2× 2.9k 0.3× 11.3k 2.0× 6.8k 1.6× 990 0.2× 269 53.7k
Joseph L. Schafer United States 29 2.0k 0.2× 6.6k 0.6× 4.2k 0.7× 3.3k 0.8× 255 0.1× 48 29.5k

Countries citing papers authored by Paul R. Rosenbaum

Since Specialization
Citations

This map shows the geographic impact of Paul R. Rosenbaum's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Paul R. Rosenbaum with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Paul R. Rosenbaum more than expected).

Fields of papers citing papers by Paul R. Rosenbaum

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Paul R. Rosenbaum. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Paul R. Rosenbaum. The network helps show where Paul R. Rosenbaum may publish in the future.

Co-authorship network of co-authors of Paul R. Rosenbaum

This figure shows the co-authorship network connecting the top 25 collaborators of Paul R. Rosenbaum. A scholar is included among the top collaborators of Paul R. Rosenbaum based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Paul R. Rosenbaum. Paul R. Rosenbaum is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Small, Dylan S., et al.. (2021). Optimal Matching for Observational Studies That Integrate Quantitative and Qualitative Research. SHILAP Revista de lepidopterología. 8(1). 42–52. 1 indexed citations
2.
Casado, Mathieu, Paul R. Rosenbaum, Nicolas Champollion, et al.. (2020). The benefits to climate science of including early-career scientists as reviewers. SHILAP Revista de lepidopterología. 3(1). 89–97. 4 indexed citations
3.
Silber, Jeffrey H., Paul R. Rosenbaum, Wei Wang, et al.. (2016). Practice Patterns in Medicaid and Non-Medicaid Asthma Admissions. PEDIATRICS. 138(2). 3 indexed citations
4.
Rosenbaum, Paul R.. (2015). Cochran’s Causal Crossword. 1(1). 205–211. 3 indexed citations
5.
Volpp, Kevin G., Amy K. Rosen, Paul R. Rosenbaum, et al.. (2009). Did Duty Hour Reform Lead to Better Outcomes Among the Highest Risk Patients?. Journal of General Internal Medicine. 24(10). 1149–1155. 62 indexed citations
6.
Imbens, Guido W. & Paul R. Rosenbaum. (2005). Randomization Inference with an Instrumental Variable. 168(1). 3 indexed citations
7.
Silber, Jeffrey H., Paul R. Rosenbaum, Wei Chen, et al.. (2005). Changes in Prognosis After the First Postoperative Complication. Medical Care. 43(2). 122–131. 84 indexed citations
8.
Rosenbaum, Paul R., Sam Shortt, & David M. Walker. (2004). Alternative Funding for Academic Medicine: Experience at a Canadian Health Sciences Center. Academic Medicine. 79(3). 197–204. 2 indexed citations
9.
Rosenbaum, Paul R.. (2003). Exact Confidence Intervals for Nonconstant Effects by Inverting the Signed Rank Test. The American Statistician. 57(2). 132–138. 21 indexed citations
10.
Rosenbaum, Paul R.. (1994). Dispersion Effects from Fractional Factorials in Taguchi's Method of Quality Design. Journal of the Royal Statistical Society Series B (Statistical Methodology). 56(4). 641–652. 13 indexed citations
11.
Rosenbaum, Paul R., et al.. (1993). Comparison of Multivariate Matching Methods: Structures, Distances, and Algorithms. Journal of Computational and Graphical Statistics. 2(4). 405–420. 485 indexed citations
12.
Rosenbaum, Paul R.. (1989). Optimal Matching for Observational Studies. Journal of the American Statistical Association. 84(408). 1024–1032. 465 indexed citations
13.
Rosenbaum, Paul R.. (1988). Items Bundles. Psychometrika. 53(3). 349–359. 81 indexed citations
14.
Rosenbaum, Paul R.. (1987). Model-Based Direct Adjustment. Journal of the American Statistical Association. 82(398). 387–394. 702 indexed citations breakdown →
15.
Rosenbaum, Paul R.. (1987). Probability inequalities for latent scales. British Journal of Mathematical and Statistical Psychology. 40(2). 157–168. 22 indexed citations
16.
Rosenbaum, Paul R.. (1986). Dropping out of High School in the United States: An Observational Study. Journal of Educational Statistics. 11(3). 207–224. 90 indexed citations
17.
Rosenbaum, Paul R. & Donald B. Rubin. (1984). Sensitivity of Bayes Inference with Data-Dependent Stopping Rules. The American Statistician. 38(2). 106–106. 6 indexed citations
18.
Wainer, Howard, et al.. (1984). ON STATE EDUCATION STATISTICS. ETS Research Report Series. 1984(1). 4 indexed citations
19.
Rosenbaum, Paul R. & Donald B. Rubin. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika. 70(1). 41–55. 21671 indexed citations breakdown →
20.
Rosenbaum, Paul R.. (1981). The Two-Scale Plot: An Exploratory Display of Data with Heterogeneous Variances. The American Statistician. 35(4). 265–266. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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