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D-Index & Metrics

Mathematics

D-Index
72
Citations
33782
World Ranking
239
National Ranking
135

Research.com Recognitions

  • 1982 - Fellow of the American Statistical Association (ASA)

Overview

R. Dennis Cook is affiliated with the University of Minnesota in the United States and specializes primarily in mathematics with a focus on statistics and probability.

Their research encompasses a variety of fields including:

  • Statistics and Probability
  • Analytical Chemistry
  • Food Science
  • Artificial Intelligence
  • Surgery

The main topics explored in their work include:

  • Advanced Statistical Methods and Models
  • Spectroscopy and Chemometric Analyses
  • Sensory Analysis and Statistical Methods
  • Statistical Methods and Inference
  • Statistical Methods and Applications
  • Statistical Methods and Bayesian Inference
  • Water Quality Monitoring and Analysis

R. Dennis Cook has published extensively in several academic journals, with frequent appearances in:

  • Journal of Chemometrics
  • Journal of Multivariate Analysis
  • arXiv (Cornell University)
  • Journal of Business Research
  • Chemometrics and Intelligent Laboratory Systems

Recent papers authored by R. Dennis Cook include:

  • "On the role of partial least squares in path analysis for the social sciences," 2023, Journal of Business Research
  • "PLS regression algorithms in the presence of nonlinearity," 2021, Chemometrics and Intelligent Laboratory Systems
  • "Envelopes: A new chapter in partial least squares regression," 2020, Journal of Chemometrics
  • "A slice of multivariate dimension reduction," 2021, Journal of Multivariate Analysis

Frequent co-authors collaborating with R. Dennis Cook include:

  • Liliana Forzani
  • Le Zhou
  • Hui Zou
  • Lan Liu
  • Jerónimo Basa

Recognition of their professional contributions includes being named a Fellow of the American Statistical Association (ASA) in 1982.

Best Publications

  • Residuals and Influence in Regression

    R. Dennis Cook;Sanford Weisberg

  • Detection of influential observation in linear regression

    R. Dennis Cook

  • Cross-Validation of Regression Models

    Richard R. Picard;R. Dennis Cook

  • Diagnostics for heteroscedasticity in regression

    R. Dennis Cook;Sanford Weisberg

  • Influential Observations in Linear Regression

    R. Dennis Cook

  • Assessment of Local Influence

    Unknown

  • Comments on "Sliced inverse regression for dimension reduction" by K. C. Li

    R. Dennis Cook;Sanford Weisberg

  • An Introduction to Regression Graphics

    R. Dennis Cook;Sanford Weisberg

  • A Comparison of Algorithms for Constructing Exact D-Optimal Designs

    R. Dennis Cook;Christopher J. Nachtrheim

  • Dimension reduction for conditional mean in regression

    R.Dennis Cook;Bing Li

  • Characterizations of an Empirical Influence Function for Detecting Influential Cases in Regression

    R. Dennis Cook;Sanford Weisberg

  • Sufficient Dimension Reduction via Inverse Regression

    R. Dennis Cook;Liqiang Ni

  • Review of The Statistics of Natural Selection by B. Manly

    R. Dennis Cook;Bryan F. J. Manly

  • Fisher Lecture: Dimension Reduction in Regression

    R. Dennis Cook

  • A Family of Distributions for Modelling Non-Elliptically Symmetric Multivariate Data

    R. Dennis Cook;Mark E. Johnson

  • Graphics for regressions with a binary response

    R. Dennis Cook

  • On the Interpretation of Regression Plots

    R. Dennis Cook

  • Principal Hessian Directions Revisited

    R. Dennis Cook

  • Diagnostics for mixed-model analysis of variance

    Richard J. Beckman;Christopher J. Nachtsheim;R. Dennis Cook

  • Residuals and Influence in Regression.

    A. C. Atkinson;R. D. Cook;S. Weisberg

  • Theory & Methods: Special Invited Paper: Dimension Reduction and Visualization in Discriminant Analysis (with discussion)

    R. Dennis Cook;Xiangrong Yin

Frequent Co-Authors

Sanford Weisberg
Sanford Weisberg University of Minnesota
Lexin Li
Lexin Li University of California, Berkeley
Daniel L. Hartl
Daniel L. Hartl Harvard University
Tong Zhang
Tong Zhang University of Illinois at Urbana-Champaign
Anthony C. Atkinson
Anthony C. Atkinson London School of Economics and Political Science
Chih-Ling Tsai
Chih-Ling Tsai University of California, Davis
Changliang Zou
Changliang Zou Nankai University
Sally C. Morton
Sally C. Morton Arizona State University
Daniel B. Carr
Daniel B. Carr Tufts University

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