Bradley Efron

139.1k citations
224 papers · 99.5k · 30 hit papers · h-index 83

Impact in

    • Statistical Methods and Inference
    • Statistical Methods and Bayesian Inference
    • Advanced Statistical Methods and Models
    • Statistical Methods in Clinical Trials
    • Statistical Distribution Estimation and Applications
    • Probabilistic and Robust Engineering Design

Papers in

    • Advanced Statistical Methods and Models 68
    • Statistical Methods and Inference 66
    • Statistical Methods and Bayesian Inference 48
    • Statistical Methods in Clinical Trials 22
    • Bayesian Methods and Mixture Models 16
    • Bayesian Modeling and Causal Inference 12

Bradley Efron

215 papers receiving 92.5k citations

Bradley Efron's Hit Papers

Computer Age Statistical Inference 2016 · 549 citations
5490+12+25Years since publication5.0k10.0k15.0k20.0k25.0k

Peers

Bradley Efron
Comparison fields: 5 of 247
  • Statistics and Probability 20.9k
  • Statistics, Probability and Uncertainty 5.6k
  • Management Science and Operations Research 6.4k
  • Artificial Intelligence 12.5k
  • Finance 3.4k
Replace Jerome H. Friedman with:
Jerome H. Friedman United States
Robert Tibshirani United States
Trevor Hastie United States
Eric R. Ziegel United States
Andrew Gelman United States
Donald B. Rubin United States
George E. P. Box United States
Adrian E. Raftery United States
Leo Breiman United States
Peter J. Rousseeuw Belgium
Bradley Efron relative to Jerome H. Friedman United States Jerome H. Friedman's profile →
Citations per field
00.5×1.5×2.1×
Jerome H. Friedman · 1×
Citations per year

Countries citing papers authored by Bradley Efron

Since Specialization
Citations

This map shows the geographic impact of Bradley Efron'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 Bradley Efron with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bradley Efron more than expected).

Fields of papers citing papers by Bradley Efron

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bradley Efron. 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 Bradley Efron. The network helps show where Bradley Efron may publish in the future.

Co-authors

The 25 scholars most cited alongside Bradley Efron, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Bradley Efron Line = papers co-authored together Bradley Efron links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 224 papers — load more, or switch the sort, to bring in the rest.

#Work
1
An Introduction to the Bootstrap
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199429954
2
An Introduction to the Bootstrap
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199316745
3
Least angle regression
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20046141
4
The Jackknife, the Bootstrap and Other Resampling Plans
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19826123
5
Better Bootstrap Confidence Intervals
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19872540
6
A Leisurely Look at the Bootstrap, the Jackknife, and Cross-Validation
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19832398
7
The Jackknife: The Bootstrap and Other Resampling Plans.
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19832322
8
Bootstrap confidence intervals
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19961643
9
Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation
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19831641
10
An Introduction to the Bootstrap
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19951466
11
Empirical Bayes Analysis of a Microarray Experiment
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20011158
12
Improvements on Cross-Validation: The 632+ Bootstrap Method
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19971037
13
Nonparametric estimates of standard error: The jackknife, the bootstrap and other methods
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19811036
14
Statistical Data Analysis in the Computer Age
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1991999
15
A Leisurely Look at the Bootstrap, the Jackknife, and Cross-Validation
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1983924
16
Computer-Intensive Methods in Statistics
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1983851
17
Logistic Regression, Survival Analysis, and the Kaplan-Meier Curve
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1988769
18
The Efficiency of Cox's Likelihood Function for Censored Data
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1977767
19
Large-Scale Simultaneous Hypothesis Testing
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2004684
20
Computers and the Theory of Statistics: Thinking the Unthinkable
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1979641

About Bradley Efron

Bradley Efron is a scholar working on Statistics and Probability, Artificial Intelligence, Molecular Biology, Management Science and Operations Research and Applied Mathematics, having authored 224 papers that have together received 99.5k indexed citations. Recurring topics across this work include Advanced Statistical Methods and Models (68 papers), Statistical Methods and Inference (66 papers), Statistical Methods and Bayesian Inference (48 papers), Statistical Methods in Clinical Trials (22 papers), Bayesian Methods and Mixture Models (16 papers), Gene expression and cancer classification (15 papers), Bayesian Modeling and Causal Inference (12 papers) and Advanced Statistical Process Monitoring (9 papers). The work is most often cited by research in Statistics and Probability (20.9k citations), Statistics, Probability and Uncertainty (5.6k citations), Management Science and Operations Research (6.4k citations), Artificial Intelligence (12.5k citations) and Finance (3.4k citations). Bradley Efron has collaborated with scholars based in United States, Canada and Brazil. Frequent co-authors include Robert Tibshirani, Trevor Hastie, Gail Gong, Iain M. Johnstone, Carl N. Morris, Leone Y. Low, Thomas J. DiCiccio, Persi Diaconis, Scott D. Grimshaw and D. V. Hinkley. Their work appears in journals such as Journal of the American Statistical Association, Biometrika, The Annals of Statistics, Statistical Science and The Annals of Applied Statistics.

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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