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

DOI10.1002/CJS.11755MaRDI QIDQ6490391

R. Dennis Cook, Miguel Andrés Marcos, Liliana Forzani, Jerónimo Basa

Publication date: 23 April 2024

Published in: The Canadian Journal of Statistics (Search for Journal in Brave)

zbMATH Keywords

partial least squaresdimension reductionenvelopesparse regressionabundant regressionone-component PLS

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Partial least squares prediction in high-dimensional regression
• Partial Least Squares Estimator for Single-Index Models
• An Introduction to Envelopes
• Sparse Partial Least Squares Regression for Simultaneous Dimension Reduction and Variable Selection
• Envelopes and Partial Least Squares Regression
• Big data and partial least‐squares prediction
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