A new universal resample-stable bootstrap-based stopping criterion for PLS component construction

DOI10.1007/s11222-016-9651-4zbMath1505.62265arXiv1507.01404OpenAlexW2272422834WikidataQ59603381 ScholiaQ59603381MaRDI QIDQ123736

Frédéric Bertrand, Myriam Maumy-Bertrand, Jérémy Magnanensi, Nicolas Meyer, Nicolas Meyer, Frédéric Bertrand, Myriam Maumy-Bertrand, Jérémy Magnanensi

Publication date: 22 September 2016

Published in: Statistics and Computing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1507.01404

zbMATH Keywords

bootstraprobustnesslatent variablePLSRPLSGLR

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Generalized linear models (logistic models) (62J12)

Related Items (2)

A new universal resample-stable bootstrap-based stopping criterion for PLS component construction ⋮ bootPLS

Uses Software

• plsRglm
• bootstrap
• SIMCA

Cites Work

• The Degrees of Freedom of Partial Least Squares Regression
• A new universal resample-stable bootstrap-based stopping criterion for PLS component construction
• PLS generalised linear regression
• Bootstrapping regression models
• Estimating the dimension of a model
• Bootstrap methods: another look at the jackknife
• The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses
• Iteratively Reweighted Partial Least Squares Estimation for Generalized Linear Regression
• PLS Dimension Reduction for Classification with Microarray Data
• A new look at the statistical model identification
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item

This page was built for publication: A new universal resample-stable bootstrap-based stopping criterion for PLS component construction