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Researcher · University of Minnesota · United States

R. Dennis Cook

R. Dennis Cook publishes mostly in Statistics and Probability, Artificial Intelligence and Management Science and Operations Research, on topics such as Advanced Statistical Methods and Models, Statistical Methods and Inference and Optimal Experimental Design Methods.

ORCID 0000-0002-3488-4743 OpenAlex
World rank
#3,199
of 1,633,909 ranked researchers
Rank in United States
#1,488
of 358,040
Works
90
Citations
1.8k
Citations per work
20.1

What does R. Dennis Cook research?

Statistics and Probability: 38.1%Artificial Intelligence: 11.3%Management Science and Operations Research: 7.2%Analytical Chemistry: 5.2%other fields: 38.2%38%top field
Statistics and Probability38.1%Artificial Intelligence11.3%Management Science and Operations Research7.2%Analytical Chemistry5.2%other fields38.2%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Statistics and Probability38% of their works
  2. 2Artificial Intelligence11% of their works
  3. 3Management Science and Operations Research7% of their works
  4. 4Analytical Chemistry5% of their works
  5. 5Control and Systems Engineering5% of their works
  6. 6Statistics, Probability and Uncertainty4% of their works

Research topics

Which keywords describe R. Dennis Cook's research?

The keywords of their largest research topics: Principal Component Analysis, Multicollinearity, Regression Analysis, Variable Selection, Lasso, Regularization, Experimental Design and Optimization.

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 18 words, with their numbers
  1. Principal Component Analysis242 topics
  2. Multicollinearity191 topic
  3. Regression Analysis191 topic
  4. Variable Selection132 topics
  5. Lasso81 topic
  6. Regularization81 topic
  7. Experimental Design71 topic
  8. Optimization71 topic
  9. Clustering51 topic
  10. Mixture Models51 topic
  11. Multivariate Calibration51 topic
  12. Near-Infrared Spectroscopy51 topic
  13. Bayesian Modeling41 topic
  14. Multiple Imputation41 topic
  15. Hyperparameter Optimization21 topic
  16. Neural Networks21 topic
  17. Noisy Labels21 topic
  18. Self-Organizing Maps21 topic

Where does R. Dennis Cook work?

R. Dennis Cook's main affiliation in the publication record is University of Minnesota, United States.

How many publications and citations does R. Dennis Cook have?

Science Explorer counts 90 works and 1,812 citations for R. Dennis Cook, ranking #3,199 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.