R. Dennis Cook

R. Dennis Cook

University of Minnesota-Twin Cities

H-index: 77

North America-United States

About R. Dennis Cook

R. Dennis Cook, With an exceptional h-index of 77 and a recent h-index of 44 (since 2020), a distinguished researcher at University of Minnesota-Twin Cities, specializes in the field of Regression, Graphics, Dimension Reduction, Experimental Design.

His recent articles reflect a diverse array of research interests and contributions to the field:

Asymptotic distribution of one‐component partial least squares regression estimators in high dimensions

Enveloped huber regression

On the role of partial least squares in path analysis for the social sciences

Partial least squares for simultaneous reduction of response and predictor vectors in regression

Envelopes for multivariate linear regression with linearly constrained coefficients

A slice of multivariate dimension reduction

PLS regression algorithms in the presence of nonlinearity

Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments

R. Dennis Cook Information

University

Position

Professor of Statistics

Citations(all)

31581

Citations(since 2020)

8866

Cited By

35233

hIndex(all)

77

hIndex(since 2020)

44

i10Index(all)

170

i10Index(since 2020)

107

Email

University Profile Page

Google Scholar

R. Dennis Cook Skills & Research Interests

Regression

Graphics

Dimension Reduction

Experimental Design

Top articles of R. Dennis Cook

Title

Journal

Author(s)

Publication Date

Asymptotic distribution of one‐component partial least squares regression estimators in high dimensions

Canadian Journal of Statistics

Jerónimo Basa

R Dennis Cook

Liliana Forzani

Miguel Marcos

2024/3

Enveloped huber regression

Journal of the American Statistical Association

Le Zhou

R Dennis Cook

Hui Zou

2023/12/18

On the role of partial least squares in path analysis for the social sciences

Journal of Business Research

R Dennis Cook

Liliana Forzani

2023/11/1

Partial least squares for simultaneous reduction of response and predictor vectors in regression

Journal of Multivariate Analysis

R Dennis Cook

Liliana Forzani

Lan Liu

2023/7/1

Envelopes for multivariate linear regression with linearly constrained coefficients

Scandinavian Journal of Statistics

R Dennis Cook

Liliana Forzani

Lan Liu

2023

A slice of multivariate dimension reduction

Journal of Multivariate Analysis

R Dennis Cook

2022/3/1

PLS regression algorithms in the presence of nonlinearity

Chemometrics and Intelligent Laboratory Systems

R Dennis Cook

Liliana Forzani

2021/6/15

Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments

Statistics and Computing

Andrew Glaws

Paul G Constantine

R Dennis Cook

2020/3

Multivariate design of experiments for engineering dimensional analysis

Technometrics

Daniel J Eck

R Dennis Cook

Christopher J Nachtsheim

Thomas A Albrecht

2020/1/2

Fundamentals of path analysis in the social sciences

arXiv preprint arXiv:2011.06436

R Dennis Cook

Liliana Forzani

2020/11/12

Envelopes: A new chapter in partial least squares regression

Journal of Chemometrics

R Dennis Cook

Liliana Forzani

2020/10

Combining envelope methodology and aster models for variance reduction in life history analyses

Journal of Statistical Planning and Inference

Daniel J Eck

Charles J Geyer

R Dennis Cook

2020/3/1

Envelope methods

R Dennis Cook

2020/3

See List of Professors in R. Dennis Cook University(University of Minnesota-Twin Cities)

Co-Authors

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