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Researcher · University of Wisconsin–Madison · United States

Douglas M. Bates

Douglas M. Bates publishes mostly in Statistics and Probability, Management Science and Operations Research and Artificial Intelligence, on topics such as Advanced Statistical Methods and Models, Statistical Methods and Bayesian Inference and Optimal Experimental Design Methods.

ORCID 0000-0001-8316-9503 OpenAlex
World rank
#173,552
of 7,710,434 ranked researchers
Rank in United States
#64,890
of 1,627,098
Works
169
Citations
152k
Citations per work
900.8
h-index
44
i10-index 69Top 4% in Statistics and Probability
Douglas M. Bates

What does Douglas M. Bates research?

Douglas M. Bates's work is mostly in Mathematics (22%), Computer Science (10%), Decision Sciences (10%).

Everything else: 88 works · 52.3% of their workPhysical Sciences: 63 works · 37.4% of their workMathematics: 38 works · 22.2% of their workStatistics and Probability: 38 works · 22.2% of their workComputer Science: 18 works · 10.4% of their workArtificial Intelligence: 10 works · 6.0% of their workComputational Theory and Mathematics: 7 works · 4.4% of their workEngineering: 8 works · 4.8% of their workControl and Systems Engineering: 8 works · 4.8% of their workSocial Sciences: 17 works · 10.3% of their workDecision Sciences: 17 works · 10.3% of their workManagement Science and Operations Research: 11 works · 6.7% of their workStatistics, Probability and Uncertainty: 6 works · 3.6% of their workTHEIR WORKDouglas M. Bates169works
Physical Sciences37%Social Sciences10%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
  1. Everything else8852.3%
    1. Mathematics3822.2%
    2. Computer Science1810.4%
    3. Engineering84.8%
    1. Decision Sciences1710.3%
  1. 1Statistics and Probability22% of their works
  2. 2Management Science and Operations Research7% of their works
  3. 3Artificial Intelligence6% of their works
  4. 4Control and Systems Engineering5% of their works
  5. 5Computational Theory and Mathematics4% of their works
  6. 6Statistics, Probability and Uncertainty4% of their works

Research topics

Which keywords describe Douglas M. Bates's research?

The keywords of their largest research topics: Principal Component Analysis, Multicollinearity, Regression Analysis, Bayesian Modeling, Multiple Imputation, Time Series Analysis, Parameter Estimation and Variable Selection.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 21 words, with their numbers
  1. Principal Component Analysis282 topics
  2. Multicollinearity211 topic
  3. Regression Analysis211 topic
  4. Bayesian Modeling201 topic
  5. Multiple Imputation201 topic
  6. Time Series Analysis172 topics
  7. Parameter Estimation152 topics
  8. Variable Selection142 topics
  9. Model Selection132 topics
  10. Experimental Design111 topic
  11. Optimization111 topic
  12. Singular Spectrum Analysis91 topic
  13. Total Least Squares91 topic
  14. R language81 topic
  15. Statistical Analysis81 topic
  16. Lasso71 topic
  17. Multivariate Calibration71 topic
  18. Near-Infrared Spectroscopy71 topic
  19. Regularization71 topic
  20. Nonlinear Models61 topic
  21. System Identification61 topic

Where does Douglas M. Bates work?

Douglas M. Bates's main affiliation in the publication record is University of Wisconsin–Madison, United States.

How many publications and citations does Douglas M. Bates have?

OpenAlex counts 169 works and 152,228 citations for Douglas M. Bates, an h-index of 44, ranking #173,552 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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