Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods
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Published By Springer International Publishing

9783319406411, 9783319406435

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A Unified Framework to Study the Properties of the PLS Vector of Regression Coefficients

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_17 ◽

2016 ◽

pp. 227-237

Author(s):

Mélanie Blazère ◽

Fabrice Gamboa ◽

Jean-Michel Loubes

Keyword(s):

Regression Coefficients ◽

Unified Framework

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Partial Least Squares for Heterogeneous Data

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_1 ◽

2016 ◽

pp. 3-15

Author(s):

Peter Bühlmann

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Heterogeneous Data

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Brand Nostalgia and Consumers’ Relationships to Luxury Brands: A Continuous and Categorical Moderated Mediation Approach

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_21 ◽

2016 ◽

pp. 285-293

Author(s):

Aurélie Kessous ◽

Fanny Magnoni ◽

Pierre Valette-Florence

Keyword(s):

Moderated Mediation ◽

Luxury Brands

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Which Resampling-Based Error Estimator for Benchmark Studies? A Power Analysis with Application to PLS-LDA

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_4 ◽

2016 ◽

pp. 45-57 ◽

Cited By ~ 1

Author(s):

Anne-Laure Boulesteix

Keyword(s):

Power Analysis ◽

Error Estimator

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PLS and Functional Neuroimaging: Bias and Detection Power Across Different Resampling Schemes

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_7 ◽

2016 ◽

pp. 93-102

Author(s):

Nathan Churchill ◽

Babak Afshin-Pour ◽

Stephen Strother

Keyword(s):

Functional Neuroimaging ◽

Detection Power

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Estimating and Correcting Optimism Bias in Multivariate PLS Regression: Application to the Study of the Association Between Single Nucleotide Polymorphisms and Multivariate Traits in Attention Deficit Hyperactivity Disorder

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_8 ◽

2016 ◽

pp. 103-113

Author(s):

Erica Cunningham ◽

Antonio Ciampi ◽

Ridha Joober ◽

Aurélie Labbe

Keyword(s):

Attention Deficit Hyperactivity Disorder ◽

Single Nucleotide Polymorphisms ◽

Attention Deficit ◽

Pls Regression ◽

Nucleotide Polymorphisms ◽

Single Nucleotide ◽

Optimism Bias ◽

Hyperactivity Disorder ◽

Multivariate Traits

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On the PLS Algorithm for Multiple Regression (PLS1)

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_2 ◽

2016 ◽

pp. 17-28

Author(s):

Yoshio Takane ◽

Sébastien Loisel

Keyword(s):

Multiple Regression

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PLS-Frailty Model for Cancer Survival Analysis Based on Gene Expression Profiles

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_14 ◽

2016 ◽

pp. 189-199

Author(s):

Yi Zhou ◽

Yanan Zhu ◽

Siu-wai Leung

Keyword(s):

Gene Expression ◽

Survival Analysis ◽

Cancer Survival ◽

Expression Profiles ◽

Gene Expression Profiles ◽

Frailty Model

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Partial Possibilistic Regression Path Modeling

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_12 ◽

2016 ◽

pp. 155-168 ◽

Cited By ~ 2

Author(s):

Rosaria Romano ◽

Francesco Palumbo

Keyword(s):

Path Modeling

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Path Directions Incoherence in PLS Path Modeling: A Prediction-Oriented Solution

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods ◽

10.1007/978-3-319-40643-5_5 ◽

2016 ◽

pp. 59-70 ◽

Cited By ~ 3

Author(s):

Pasquale Dolce ◽

Vincenzo Esposito Vinzi ◽

Carlo Lauro

Keyword(s):

Path Modeling ◽

Pls Path Modeling

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Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related MethodsLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

A Unified Framework to Study the Properties of the PLS Vector of Regression Coefficients

Partial Least Squares for Heterogeneous Data

Brand Nostalgia and Consumers’ Relationships to Luxury Brands: A Continuous and Categorical Moderated Mediation Approach

Which Resampling-Based Error Estimator for Benchmark Studies? A Power Analysis with Application to PLS-LDA

PLS and Functional Neuroimaging: Bias and Detection Power Across Different Resampling Schemes

Estimating and Correcting Optimism Bias in Multivariate PLS Regression: Application to the Study of the Association Between Single Nucleotide Polymorphisms and Multivariate Traits in Attention Deficit Hyperactivity Disorder

On the PLS Algorithm for Multiple Regression (PLS1)

PLS-Frailty Model for Cancer Survival Analysis Based on Gene Expression Profiles

Partial Possibilistic Regression Path Modeling

Path Directions Incoherence in PLS Path Modeling: A Prediction-Oriented Solution

Springer Proceedings in Mathematics & Statistics - The Multiple Facets of Partial Least Squares and Related Methods
Latest Publications