World's Best Scientists 2026 revealed!
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Donald B. Rubin
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Mathematics
USA
2026

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Mathematics 137 2 2 2 2 508 406293

Donald B. Rubin publications per year

The chart shows the history of publications by Donald B. Rubin between 1967 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Donald B. Rubin published across 59 years, from 1967 to 2025, averaging 10.1 papers a year. Output peaked at 45 publications in 2015. 7 of the 593 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 1967 to 2025. Vertical axis: number of publications, 0 to 45. Peak 45 publications in 2015. 1967: 1 publication 1968: 0 publications 1969: 0 publications 1970: 1 publication 1971: 1 publication 1972: 3 publications 1973: 6 publications 1974: 10 publications 1975: 5 publications 1976: 9 publications 1977: 7 publications 1978: 11 publications 1979: 7 publications 1980: 10 publications 1981: 5 publications 1982: 14 publications 1983: 15 publications 1984: 12 publications 1985: 9 publications 1986: 9 publications 1987: 9 publications 1988: 5 publications 1989: 9 publications 1990: 3 publications 1991: 23 publications 1992: 12 publications 1993: 7 publications 1994: 9 publications 1995: 21 publications 1996: 16 publications 1997: 7 publications 1998: 9 publications 1999: 18 publications 2000: 10 publications 2001: 13 publications 2002: 15 publications 2003: 10 publications 2004: 14 publications 2005: 7 publications 2006: 27 publications 2007: 13 publications 2008: 13 publications 2009: 5 publications 2010: 8 publications 2011: 7 publications 2012: 8 publications 2013: 22 publications 2014: 22 publications 2015: 45 publications 2016: 9 publications 2017: 8 publications 2018: 8 publications 2019: 6 publications 2020: 12 publications 2021: 10 publications 2022: 6 publications 2023: 5 publications 2024: 3 publications 2025: 4 publications
1967 2025

593 publications in total across all disciplines

View publications per year as a table
Donald B. Rubin: publications per year, 1967 to 2025
Year Publications
1967 1
1968 0
1969 0
1970 1
1971 1
1972 3
1973 6
1974 10
1975 5
1976 9
1977 7
1978 11
1979 7
1980 10
1981 5
1982 14
1983 15
1984 12
1985 9
1986 9
1987 9
1988 5
1989 9
1990 3
1991 23
1992 12
1993 7
1994 9
1995 21
1996 16
1997 7
1998 9
1999 18
2000 10
2001 13
2002 15
2003 10
2004 14
2005 7
2006 27
2007 13
2008 13
2009 5
2010 8
2011 7
2012 8
2013 22
2014 22
2015 45
2016 9
2017 8
2018 8
2019 6
2020 12
2021 10
2022 6
2023 5
2024 3
2025 4
Total 593
Download as CSV

Donald B. Rubin publications per year - data summary

  • Donald B. Rubin, a Mathematics scholar from Temple University, has 593 publications recorded across 59 years, from 1967 to 2025.
  • The oldest publication on record dates to 1967 and the most recent to 2025.
  • The most productive year is 2015, with 45 publications.
  • The least productive years with any output are 1967, 1970 and 1971, with 1 publication each.
  • 2 of the 59 years in the span carry no publications at all (1968 and 1969).
  • The rate of publication averages 10.1 papers per year over the whole span, or 10.4 per year counting only the 57 years with at least one publication.
  • The last 5 years on the chart (2021-2025) hold 28 publications, 5% of the career total.
  • Split into equal eras - 1967-1986: 135 publications (6.8 per year); 1987-2006: 244 publications (12.2 per year); 2007-2025: 214 publications (11.3 per year).
  • Comparing the opening and closing eras, the overall trend of publication is rising.

Donald B. Rubin publication distribution in Mathematics in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mathematics in 2026. The highlighted bar marks where Donald B. Rubin sits on this spectrum.

No. of scientists
25 50 75 100
Bar chart with 100 bars. Horizontal axis: publications, 42–46 to 537+. Vertical axis: number of scientists, 0 to 112. Most scientists, 112, have 142–146 publications. The last bar groups every scientist with 537 publications or more. The highlighted bar, 507–511 publications, is where this scientist sits. 42–46 publications: 3 scientists 47–51 publications: 5 scientists 52–56 publications: 7 scientists 57–61 publications: 20 scientists 62–66 publications: 14 scientists 67–71 publications: 25 scientists 72–76 publications: 19 scientists 77–81 publications: 35 scientists 82–86 publications: 50 scientists 87–91 publications: 60 scientists 92–96 publications: 86 scientists 97–101 publications: 84 scientists 102–106 publications: 83 scientists 107–111 publications: 90 scientists 112–116 publications: 99 scientists 117–121 publications: 90 scientists 122–126 publications: 91 scientists 127–131 publications: 109 scientists 132–136 publications: 110 scientists 137–141 publications: 98 scientists 142–146 publications: 112 scientists 147–151 publications: 102 scientists 152–156 publications: 88 scientists 157–161 publications: 106 scientists 162–166 publications: 83 scientists 167–171 publications: 102 scientists 172–176 publications: 77 scientists 177–181 publications: 81 scientists 182–186 publications: 78 scientists 187–191 publications: 71 scientists 192–196 publications: 92 scientists 197–201 publications: 64 scientists 202–206 publications: 69 scientists 207–211 publications: 64 scientists 212–216 publications: 62 scientists 217–221 publications: 58 scientists 222–226 publications: 53 scientists 227–231 publications: 50 scientists 232–236 publications: 46 scientists 237–241 publications: 46 scientists 242–246 publications: 46 scientists 247–251 publications: 43 scientists 252–256 publications: 29 scientists 257–261 publications: 45 scientists 262–266 publications: 30 scientists 267–271 publications: 33 scientists 272–276 publications: 34 scientists 277–281 publications: 30 scientists 282–286 publications: 31 scientists 287–291 publications: 21 scientists 292–296 publications: 34 scientists 297–301 publications: 26 scientists 302–306 publications: 10 scientists 307–311 publications: 17 scientists 312–316 publications: 23 scientists 317–321 publications: 13 scientists 322–326 publications: 16 scientists 327–331 publications: 26 scientists 332–336 publications: 13 scientists 337–341 publications: 13 scientists 342–346 publications: 16 scientists 347–351 publications: 17 scientists 352–356 publications: 12 scientists 357–361 publications: 18 scientists 362–366 publications: 18 scientists 367–371 publications: 9 scientists 372–376 publications: 11 scientists 377–381 publications: 8 scientists 382–386 publications: 8 scientists 387–391 publications: 9 scientists 392–396 publications: 9 scientists 397–401 publications: 8 scientists 402–406 publications: 11 scientists 407–411 publications: 6 scientists 412–416 publications: 6 scientists 417–421 publications: 9 scientists 422–426 publications: 8 scientists 427–431 publications: 5 scientists 432–436 publications: 8 scientists 437–441 publications: 8 scientists 442–446 publications: 4 scientists 447–451 publications: 4 scientists 452–456 publications: 4 scientists 457–461 publications: 2 scientists 462–466 publications: 2 scientists 467–471 publications: 4 scientists 472–476 publications: 3 scientists 477–481 publications: 3 scientists 482–486 publications: 6 scientists 487–491 publications: 3 scientists 492–496 publications: 5 scientists 497–501 publications: 5 scientists 502–506 publications: 1 scientist 507–511 publications: 6 scientists 512–516 publications: 4 scientists 517–521 publications: 1 scientist 522–526 publications: 3 scientists 527–531 publications: 1 scientist 532–536 publications: 4 scientists 537+ publications: 100 scientists
42–46 publications 537+

This scientist: 508 publications — 97th percentile

97% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 537 publications or more.

View publications distribution as a table
Number of Mathematics scientists by publication count, Research.com 2026 ranking edition. Based on 3,584 ranked scientists.
Publications Scientists This scientist
42–46 3
47–51 5
52–56 7
57–61 20
62–66 14
67–71 25
72–76 19
77–81 35
82–86 50
87–91 60
92–96 86
97–101 84
102–106 83
107–111 90
112–116 99
117–121 90
122–126 91
127–131 109
132–136 110
137–141 98
142–146 112
147–151 102
152–156 88
157–161 106
162–166 83
167–171 102
172–176 77
177–181 81
182–186 78
187–191 71
192–196 92
197–201 64
202–206 69
207–211 64
212–216 62
217–221 58
222–226 53
227–231 50
232–236 46
237–241 46
242–246 46
247–251 43
252–256 29
257–261 45
262–266 30
267–271 33
272–276 34
277–281 30
282–286 31
287–291 21
292–296 34
297–301 26
302–306 10
307–311 17
312–316 23
317–321 13
322–326 16
327–331 26
332–336 13
337–341 13
342–346 16
347–351 17
352–356 12
357–361 18
362–366 18
367–371 9
372–376 11
377–381 8
382–386 8
387–391 9
392–396 9
397–401 8
402–406 11
407–411 6
412–416 6
417–421 9
422–426 8
427–431 5
432–436 8
437–441 8
442–446 4
447–451 4
452–456 4
457–461 2
462–466 2
467–471 4
472–476 3
477–481 3
482–486 6
487–491 3
492–496 5
497–501 5
502–506 1
507–511 6 508
512–516 4
517–521 1
522–526 3
527–531 1
532–536 4
537+ 100
Download as CSV

Donald B. Rubin publication distribution in Mathematics in 2026 - data summary

  • The chart plots the publication count of all 3,584 Mathematics scientists ranked by Research.com in 2026, grouped into 100 ranges running from 42–46 to 537+ publications.
  • Donald B. Rubin, a Mathematics scholar from Temple University, records 508 publications - the 97th percentile of the discipline.
  • 97% of ranked Mathematics scientists score the same or lower than Donald B. Rubin, and about 3% score higher.
  • The median of the discipline falls in the 172–176 publications range, and Donald B. Rubin ranks above the median.
  • The most crowded range is 142–146 publications, holding 112 scientists (3% of the field).
  • 47% of the field sits in the lowest quarter of the value range (up to 162–166 publications), so the distribution leans towards the lower end of the scale.
  • The final bar has no upper bound: it groups every scientist with 537 publications or more, 100 scientists in all (3% of the field).

Donald B. Rubin D-index placement in Mathematics in 2026

The chart shows the D-index (discipline H-index) distribution of Mathematics scientists ranked by Research.com in 2026. The highlighted bar marks where Donald B. Rubin sits on this spectrum.

No. of scientists
50 100 150
Bar chart with 57 bars. Horizontal axis: D-Index, 30 to 86+. Vertical axis: number of scientists, 0 to 174. Most scientists, 174, have 30 D-Index. The last bar groups every scientist with 86 D-Index or more. The highlighted bar, 86+ D-Index, is where this scientist sits. 30 D-Index: 174 scientists 31 D-Index: 151 scientists 32 D-Index: 174 scientists 33 D-Index: 117 scientists 34 D-Index: 136 scientists 35 D-Index: 127 scientists 36 D-Index: 145 scientists 37 D-Index: 153 scientists 38 D-Index: 150 scientists 39 D-Index: 150 scientists 40 D-Index: 138 scientists 41 D-Index: 136 scientists 42 D-Index: 93 scientists 43 D-Index: 108 scientists 44 D-Index: 115 scientists 45 D-Index: 112 scientists 46 D-Index: 103 scientists 47 D-Index: 75 scientists 48 D-Index: 59 scientists 49 D-Index: 67 scientists 50 D-Index: 60 scientists 51 D-Index: 57 scientists 52 D-Index: 59 scientists 53 D-Index: 62 scientists 54 D-Index: 60 scientists 55 D-Index: 50 scientists 56 D-Index: 42 scientists 57 D-Index: 54 scientists 58 D-Index: 50 scientists 59 D-Index: 42 scientists 60 D-Index: 41 scientists 61 D-Index: 35 scientists 62 D-Index: 40 scientists 63 D-Index: 21 scientists 64 D-Index: 31 scientists 65 D-Index: 27 scientists 66 D-Index: 29 scientists 67 D-Index: 19 scientists 68 D-Index: 25 scientists 69 D-Index: 17 scientists 70 D-Index: 18 scientists 71 D-Index: 12 scientists 72 D-Index: 14 scientists 73 D-Index: 13 scientists 74 D-Index: 18 scientists 75 D-Index: 9 scientists 76 D-Index: 11 scientists 77 D-Index: 10 scientists 78 D-Index: 9 scientists 79 D-Index: 16 scientists 80 D-Index: 12 scientists 81 D-Index: 10 scientists 82 D-Index: 5 scientists 83 D-Index: 5 scientists 84 D-Index: 13 scientists 85 D-Index: 6 scientists 86+ D-Index: 99 scientists
30 D-Index 86+

This scientist: 137 D-Index — 100th percentile

100% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 86 D-Index or more.

View D-Index distribution as a table
Number of Mathematics scientists by D-index, Research.com 2026 ranking edition. Based on 3,584 ranked scientists.
D-Index Scientists This scientist
30 174
31 151
32 174
33 117
34 136
35 127
36 145
37 153
38 150
39 150
40 138
41 136
42 93
43 108
44 115
45 112
46 103
47 75
48 59
49 67
50 60
51 57
52 59
53 62
54 60
55 50
56 42
57 54
58 50
59 42
60 41
61 35
62 40
63 21
64 31
65 27
66 29
67 19
68 25
69 17
70 18
71 12
72 14
73 13
74 18
75 9
76 11
77 10
78 9
79 16
80 12
81 10
82 5
83 5
84 13
85 6
86+ 99 137
Download as CSV

Donald B. Rubin D-index placement in Mathematics in 2026 - data summary

  • The chart plots the discipline H-index (D-index) of all 3,584 Mathematics scientists ranked by Research.com in 2026, grouped into 57 ranges running from 30 to 86+ D-Index.
  • Donald B. Rubin, a Mathematics scholar from Temple University, records 137 D-Index - the 100th percentile of the discipline.
  • 100% of ranked Mathematics scientists score the same or lower than Donald B. Rubin, and about 0% score higher.
  • The median of the discipline falls in the 42 D-Index range, and Donald B. Rubin ranks above the median.
  • The most crowded range is 30 D-Index, holding 174 scientists (5% of the field).
  • 58% of the field sits in the lowest quarter of the value range (up to 44 D-Index), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 86 D-Index or more, 99 scientists in all (3% of the field).

Research.com Recognitions

  • 2026 - Research.com Mathematics in United States Leader Award
  • 2025 - Research.com Mathematics in United States Leader Award
  • 2022 - Research.com Mathematics in United States Leader Award
  • 2010 - Member of the National Academy of Sciences
  • 1995 - Samuel S. Wilks Memorial Award, American Statistical Association (ASA)
  • 1993 - Fellow of the American Academy of Arts and Sciences
  • 1984 - Fellow of the American Association for the Advancement of Science (AAAS)
  • 1977 - Fellow of the American Statistical Association (ASA)
  • 1977 - Fellow of John Simon Guggenheim Memorial Foundation

Overview

Donald B. Rubin is affiliated with Temple University in the United States. Their research primarily falls within the field of Mathematics, with a particular emphasis on the subfield of Statistics and Probability. The scholar has also contributed to Molecular Biology, Artificial Intelligence, Sociology and Political Science, and Management Science and Operations Research.

Their work focuses on a range of topics including:

  • Statistical Methods and Inference
  • Statistical Methods and Bayesian Inference
  • Advanced Causal Inference Techniques
  • Statistical Methods in Clinical Trials
  • Gene expression and cancer classification
  • Optimal Experimental Design Methods
  • Advanced Statistical Methods and Models

Donald B. Rubin has published in several venues, with frequent appearances in:

  • Proceedings of the National Academy of Sciences
  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • Biostatistics & Epidemiology
  • Journal of the Canadian Association of Gastroenterology

Recent papers authored or coauthored by Rubin include:

  • When possible, report a Fisher-exact Pvalue and display its underlying null randomization distribution, 2020, Proceedings of the National Academy of Sciences
  • Automatic detection of influential actors in disinformation networks, 2021, Proceedings of the National Academy of Sciences
  • Rerandomization in $2^{K}$ factorial experiments, 2020, The Annals of Statistics
  • Heterogeneous ozone effects on the DNA methylome of bronchial cells observed in a crossover study, 2020, Scientific Reports
  • Nonstandard conditionally specified models for nonignorable missing data, 2020, Proceedings of the National Academy of Sciences

Frequent collaborators include:

  • Marie-Abèle Bind
  • Steven T. Smith
  • Edward K. Kao
  • Erika Mackin
  • Danelle C. Shah

Donald B. Rubin has received several awards throughout their career:

  • Member of the National Academy of Sciences, 2010
  • Samuel S. Wilks Memorial Award, American Statistical Association (ASA), 1995
  • Fellow of the American Academy of Arts and Sciences, 1993
  • Fellow of the American Association for the Advancement of Science (AAAS), 1984
  • Fellow of John Simon Guggenheim Memorial Foundation, 1977
  • Fellow of the American Statistical Association (ASA), 1977

Best Publications

  • Maximum likelihood from incomplete data via the EM algorithm

    Arthur P. Dempster;Nan M. Laird;Donald B. Rubin

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

    Paul R. Rosenbaum;Donald B. Rubin

  • Statistical Analysis with Missing Data

    Roderick J A Little;Donald B Rubin

  • Bayesian Data Analysis

    Andrew Gelman;John B. Carlin;Hal S. Stern;David B. Dunson

  • Multiple imputation for nonresponse in surveys

    Donald B. Rubin

  • Inference from Iterative Simulation Using Multiple Sequences

    Andrew Gelman;Donald B. Rubin

  • Inference and missing data

    Donald B. Rubin

  • Estimating causal effects of treatments in randomized and nonrandomized studies.

    Donald B. Rubin

  • Statistical Analysis with Missing Data: Little/Statistical Analysis with Missing Data

    Roderick J. A. Little;Donald B. Rubin

  • Identification of Causal Effects Using Instrumental Variables

    Joshua D. Angrist;Guido W. Imbens;Donald B. Rubin

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

    Paul R. Rosenbaum;Donald B. Rubin

  • Testing the number of components in a normal mixture

    Yungtai Lo;Nancy R. Mendell;Donald B. Rubin

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

    Paul R. Rosenbaum;Donald B. Rubin

  • Multiple Imputation After 18+ Years

    Donald B. Rubin

  • Estimating Causal Effects from Large Data Sets Using Propensity Scores

    Donald B. Rubin

  • Bayesian Inference for Causal Effects: The Role of Randomization

    Donald B. Rubin

  • Comparing correlated correlation coefficients

    Xiao-li Meng;Robert Rosenthal;Donald B. Rubin

  • Causal Inference for Statistics, Social, and Biomedical Sciences

    Guido W. Imbens;Donald B. Rubin

  • Multiple Imputation for Interval Estimation from Simple Random Samples with Ignorable Nonresponse

    Donald B. Rubin;Nathaniel Schenker

  • Using Propensity Scores to Help Design Observational Studies: Application to the Tobacco Litigation

    Donald B. Rubin

  • Bayesian data analysis, third edition

    A Gelman;JB Carlin;HS Stern;DB Dunson

  • Multiple Imputation for Nonresponse in Surveys

    William M. Campion;Donald B. Rubin

Frequent Co-Authors

Guido W. Imbens
Guido W. Imbens Stanford University
Robert Rosenthal
Robert Rosenthal University of California, Riverside
Roderick J. A. Little
Roderick J. A. Little University of Michigan–Ann Arbor
Andrew Gelman
Andrew Gelman Columbia University
John B. Carlin
John B. Carlin University of Melbourne
Aki Vehtari
Aki Vehtari Aalto University
David B. Dunson
David B. Dunson Duke University
Paul R. Rosenbaum
Paul R. Rosenbaum University of Pennsylvania
Constantine Frangakis
Constantine Frangakis Johns Hopkins University
Paul W. Holland
Paul W. Holland Princeton University

External Links

Wikipedia of Donald B. Rubin Personal website of Donald B. Rubin Google Scholar page

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Best Scientists Citing Donald B. Rubin

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Geert Molenberghs

KU Leuven

Publications: 211

Paul R. Rosenbaum

Paul R. Rosenbaum

University of Pennsylvania

Publications: 173

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Eugene H. Blackstone

Cleveland Clinic

Publications: 171

Dylan S. Small

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University of Pennsylvania

Publications: 159

Andrew Gelman

Andrew Gelman

Columbia University

Publications: 144

Mark J. van der Laan

Mark J. van der Laan

University of California, Berkeley

Publications: 142

James M. Robins

James M. Robins

Harvard University

Publications: 128

Elizabeth A. Stuart

Elizabeth A. Stuart

Johns Hopkins University

Publications: 128

Sebastian Schneeweiss

Sebastian Schneeweiss

Brigham and Women's Hospital

Publications: 122

Ali Ahmed

Ali Ahmed

Georgetown University

Publications: 119

Stuart R. Lipsitz

Stuart R. Lipsitz

Brigham and Women's Hospital

Publications: 118

Paul D. McNicholas

Paul D. McNicholas

McMaster University

Publications: 116

Michael Lechner

Michael Lechner

University of St. Gallen

Publications: 114

Geoffrey J. McLachlan

Geoffrey J. McLachlan

University of Queensland

Publications: 114

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Roderick J. A. Little

University of Michigan–Ann Arbor

Publications: 111

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University of California, Los Angeles

Publications: 107

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