R. Dennis Cook

University of Leeds — United Kingdom

Mathematics · Physical Sciences

69h-index28.3kcitations404works0.42yr avg
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Research Topics

Advanced Statistical Methods and Models(153), Statistical Methods and Inference(92), Optimal Experimental Design Methods(54), Statistical Methods and Bayesian Inference(45), Spectroscopy and Chemometric Analyses(34)

Publications404 total

Understanding the role of cultural learning in the emergence of first impressions from facial appearance
European Review of Social Psychology·2026
Sticks and Stones: Bias and Readability Assessment in Large Language Model–Generated Patient Education for Anterior Cruciate Injury
JOSPT open.·2025Open Access
R. D. Cook and L. Forzani's contribution to the Discussion of ‘On optimal linear prediction’ by I. Helland
Scandinavian Journal of Statistics·2025Open Access
Sticks And Stones... Gender Bias In Large Language Model-generated Patient Education For Anterior Cruciate Injury
Medicine & Science in Sports & Exercise·2025
A Deep Contrastive Learning Enabled Cross-Modal Retrieval for Cyber Manufacturing Services
2025
The Role of PLS in Social Science Path Analyses
2024
Linear Discriminant Analysis
2024· 3 cited
Simultaneous Reduction
2024· 1 cited
PLS Algorithms for Predictor Reduction
2024
Enveloped Huber Regression
Journal of the American Statistical Association·2023· 10 cited
Envelopes for multivariate linear regression with linearly constrained coefficients
Scandinavian Journal of Statistics·2023Open Access
On the role of partial least squares in path analysis for the social sciences
Journal of Business Research·2023· 38 cited
Partial least squares for simultaneous reduction of response and predictor vectors in regression
Journal of Multivariate Analysis·2023· 7 cited
Enveloped Huber Regression
Figshare·2023Open Access
Asymptotic distribution of one‐component partial least squares regression estimators in high dimensions
Canadian Journal of Statistics·2022· 7 cited
A slice of multivariate dimension reduction
Journal of Multivariate Analysis·2021· 11 cited
PLS regression algorithms in the presence of nonlinearity
Chemometrics and Intelligent Laboratory Systems·2021· 32 cited
Fundamentals of path analysis in the social sciences
arXiv (Cornell University)·2020· 1 citedOpen Access
Enveloped Huber Regression
arXiv (Cornell University)·2020· 1 citedOpen Access
Envelopes: A new chapter in partial least squares regression
Journal of Chemometrics·2020· 4 cited
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Frequent Co-authors

Sanford Weisberg(10), Bing Li(3), Xiangrong Yin(3), Christopher J. Nachtsheim(3), Francesca Chiaromonte(3), Richard R. Picard(2), Efstathia Bura(2), Robert F. Ling(1), Anthony C. Atkinson(1), Christopher J. Nachtrheim(1), A. Goldman(1), Liqiang Ni(1), Bryan F. J. Manly(1), Mark E. Johnson(1), K. Evans(1), Bing Li(1), Weng Kee Wong(1), Richard J. Beckman(1), Inge S. Helland(1), Zhihua Su(1)