World's Best Scientists 2026 revealed!
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Trevor Hastie
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Engineering and Technology
USA
2026
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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 123 8 7 6 5 348 340053
Engineering and Technology 136 21 21 14 14 360 351221

Trevor Hastie publications per year

The chart shows the history of publications by Trevor Hastie between 1979 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Trevor Hastie published across 47 years, from 1979 to 2025, averaging 11.1 papers a year. Output peaked at 43 publications in 2021. 38 of the 522 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 1979 to 2025. Vertical axis: number of publications, 0 to 43. Peak 43 publications in 2021. 1979: 1 publication 1980: 0 publications 1981: 0 publications 1982: 1 publication 1983: 0 publications 1984: 3 publications 1985: 1 publication 1986: 1 publication 1987: 6 publications 1988: 2 publications 1989: 4 publications 1990: 3 publications 1991: 7 publications 1992: 5 publications 1993: 5 publications 1994: 8 publications 1995: 3 publications 1996: 3 publications 1997: 3 publications 1998: 6 publications 1999: 6 publications 2000: 10 publications 2001: 18 publications 2002: 9 publications 2003: 15 publications 2004: 16 publications 2005: 12 publications 2006: 17 publications 2007: 22 publications 2008: 16 publications 2009: 15 publications 2010: 10 publications 2011: 7 publications 2012: 7 publications 2013: 16 publications 2014: 10 publications 2015: 24 publications 2016: 32 publications 2017: 20 publications 2018: 13 publications 2019: 12 publications 2020: 27 publications 2021: 43 publications 2022: 13 publications 2023: 32 publications 2024: 18 publications 2025: 20 publications
1979 2025

522 publications in total across all disciplines

View publications per year as a table
Trevor Hastie: publications per year, 1979 to 2025
Year Publications
1979 1
1980 0
1981 0
1982 1
1983 0
1984 3
1985 1
1986 1
1987 6
1988 2
1989 4
1990 3
1991 7
1992 5
1993 5
1994 8
1995 3
1996 3
1997 3
1998 6
1999 6
2000 10
2001 18
2002 9
2003 15
2004 16
2005 12
2006 17
2007 22
2008 16
2009 15
2010 10
2011 7
2012 7
2013 16
2014 10
2015 24
2016 32
2017 20
2018 13
2019 12
2020 27
2021 43
2022 13
2023 32
2024 18
2025 20
Total 522
Download as CSV

Trevor Hastie 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 Trevor Hastie 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, 347–351 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: 348 publications — 90th percentile

90% 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 17 348
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
512–516 4
517–521 1
522–526 3
527–531 1
532–536 4
537+ 100
Download as CSV

Trevor Hastie 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 Trevor Hastie 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: 123 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+ 99 123
Download as CSV

Research.com Recognitions

  • 2026 - Research.com Engineering and Technology in United States Leader Award
  • 2026 - Research.com Mathematics in United States Leader Award
  • 2025 - Research.com Engineering and Technology in United States Leader Award
  • 2025 - Research.com Mathematics in United States Leader Award
  • 2019 - Royal Netherlands Academy of Arts and Sciences
  • 2019 - Wald Memorial Lecturer
  • 2018 - Member of the National Academy of Sciences
  • 1998 - Fellow of the American Statistical Association (ASA)

Overview

Trevor Hastie is affiliated with Stanford University in the United States. Their research spans various areas within biochemistry, genetics, and molecular biology, with a particular focus on statistics and probability, molecular biology, genetics, artificial intelligence, and radiology, nuclear medicine, and imaging.

Their work covers several main topics including statistical methods and inference, genetic associations and epidemiology, statistical methods and Bayesian inference, advanced statistical methods and models, gene expression and cancer classification, bioinformatics and genomic networks, and liver disease diagnosis and treatment.

Trevor Hastie has published frequently with several co-authors, including Robert Tibshirani, Gareth James, Daniela Witten, Bradley Efron, and Manuel A. Rivas.

Typical venues for their publications include arXiv (Cornell University), bioRxiv (Cold Spring Harbor Laboratory), UNC Libraries, Biostatistics, and Nature Reviews Methods Primers.

Some recent papers authored by or involving Trevor Hastie are:

  • "Surprises in high-dimensional ridgeless least squares interpolation", 2022, The Annals of Statistics
  • "Principal component analysis", 2022, Nature Reviews Methods Primers
  • "Genetics of 35 blood and urine biomarkers in the UK Biobank", 2021, Nature Genetics
  • "An inflammatory aging clock (iAge) based on deep learning tracks multimorbidity, immunosenescence, frailty and cardiovascular aging", 2021, Nature Aging
  • "Elastic Net Regularization Paths for All Generalized Linear Models", 2023, Journal of Statistical Software

The scientist has authored books published by Springer International Publishing and Cambridge University Press. Notable titles include "An Introduction to Statistical Learning" (2021 and a 2023 edition) and "Computer Age Statistical Inference, Student Edition" (2021).

Trevor Hastie has received several awards such as election to the Royal Netherlands Academy of Arts and Sciences in 2019, delivering the Wald Memorial Lectures in 2019, membership in the National Academy of Sciences since 2018, and being a Fellow of the American Statistical Association since 1998.

Best Publications

  • The Elements of Statistical Learning: Data Mining, Inference, and Prediction

    Trevor Hastie;Robert J. Tibshirani;Jerome Friedman

  • Regularization and variable selection via the elastic net

    Hui Zou;Trevor Hastie

  • Regularization Paths for Generalized Linear Models via Coordinate Descent

    Jerome Friedman;Trevor Hastie;Robert Tibshirani

  • The Elements of Statistical Learning

    Trevor Hastie;Robert Tibshirani;Jerome H. Friedman

  • An introduction to statistical learning

    Gareth James;Daniela Witten;Trevor Hastie;Robert Tibshirani

  • Generalized Additive Models.

    R. A. Brown;T. J. Hastie;R. J. Tibshirani

  • Least angle regression

    Bradley Efron;Trevor Hastie;Iain Johnstone;Robert Tibshirani

  • The elements of statistical learning. 2001

    Trevor Hastie;Robert Tibshirani;Jerome Friedman

  • Generalized Additive Models

    Trevor J. Hastie;Robert Tibshirani

  • Additive Logistic Regression : A Statistical View of Boosting

    Jerome Friedman;Trevor Hastie;Robert Tibshirani

  • A statistical explanation of MaxEnt for ecologists

    Jane Elith;Steven J. Phillips;Trevor Hastie;Miroslav Dudík

  • Sparse inverse covariance estimation with the graphical lasso

    Jerome Friedman;Trevor Hastie;Robert Tibshirani

  • A working guide to boosted regression trees

    J. Elith;J. R. Leathwick;T. Hastie

  • Repeated observation of breast tumor subtypes in independent gene expression data sets

    Therese Sørlie;Robert Tibshirani;Joel Parker;Trevor Hastie

  • Estimating the number of clusters in a data set via the gap statistic

    Robert Tibshirani;Guenther Walther;Trevor Hastie

  • Missing value estimation methods for DNA microarrays.

    Olga G. Troyanskaya;Michael N. Cantor;Gavin Sherlock;Patrick O. Brown

  • Sparse Principal Component Analysis

    Hui Zou;Trevor Hastie;Robert Tibshirani

  • Diagnosis of multiple cancer types by shrunken centroids of gene expression

    Robert Tibshirani;Trevor Hastie;Balasubramanian Narasimhan;Gilbert Chu

  • Statistical Models in S

    John M. Chambers;Trevor J. Hastie

  • Statistical Learning with Sparsity: The Lasso and Generalizations

    Trevor Hastie;Robert Tibshirani;Martin Wainwright

  • Addendum: Regularization and variable selection via the elastic net

    Hui Zou;Trevor Hastie

Frequent Co-Authors

Robert Tibshirani
Robert Tibshirani Stanford University
Jerome H. Friedman
Jerome H. Friedman Stanford University
Bradley Efron
Bradley Efron Stanford University
Patrick O. Brown
Patrick O. Brown Stanford University
Jane Elith
Jane Elith University of Melbourne
Saharon Rosset
Saharon Rosset Tel Aviv University
Manuel A. Rivas
Manuel A. Rivas Stanford University
Daniela Witten
Daniela Witten University of Washington
Ping Li
Ping Li Baidu (China)
David Botstein
David Botstein Princeton University

External Links

Wikipedia of Trevor Hastie Personal website of Trevor Hastie Google Scholar page

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Best Scientists Citing Trevor Hastie

Anne Lise Børresen-Dale

Anne Lise Børresen-Dale

Oslo University Hospital

Publications: 207

Charles M. Perou

Charles M. Perou

University of North Carolina at Chapel Hill

Publications: 176

Robert Tibshirani

Robert Tibshirani

Stanford University

Publications: 160

Jianqing Fan

Jianqing Fan

Princeton University

Publications: 142

Dinggang Shen

Dinggang Shen

ShanghaiTech University

Publications: 139

Jorge S. Reis-Filho

Jorge S. Reis-Filho

Memorial Sloan Kettering Cancer Center

Publications: 122

Vessela N. Kristensen

Vessela N. Kristensen

Oslo University Hospital

Publications: 122

Vince D. Calhoun

Vince D. Calhoun

Georgia State University

Publications: 116

Masashi Sugiyama

Masashi Sugiyama

RIKEN

Publications: 108

Gerhard Tutz

Gerhard Tutz

Ludwig-Maximilians-Universität München

Publications: 105

Shuangge Ma

Shuangge Ma

Yale University

Publications: 104

Georgios B. Giannakis

Georgios B. Giannakis

University of Minnesota

Publications: 104

Eric P. Xing

Eric P. Xing

Mohamed bin Zayed University of Artificial Intelligence

Publications: 100

Ian O. Ellis

Ian O. Ellis

University of Nottingham

Publications: 100

Alfred O. Hero

Alfred O. Hero

University of Michigan–Ann Arbor

Publications: 99

David B. Dunson

David B. Dunson

Duke University

Publications: 96

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Joseph Firth

Joseph Firth

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Joel F. Lubar

Joel F. Lubar

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Robin G. Morris

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