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Multivariate Analysis

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Learning ordinal data

Focus Article
Xingye Qiao
Published Online: Jun 18 2015
DOI:10.1002/wics.1357

Abstract Full article on Wiley Online Library:   HTML | PDF
Higher‐order sliced inverse regressions

Overview
Shanshan Ding, R. Dennis Cook
Published Online: May 19 2015
DOI:10.1002/wics.1354

Abstract Full article on Wiley Online Library:   HTML | PDF
Variable importance in regression models

Advanced Review
Ulrike Grömping
Published Online: Feb 06 2015
DOI:10.1002/wics.1346

Abstract Full article on Wiley Online Library:   HTML | PDF
Biplots: quantitative data

Overview
John C. Gower, Niël J. Le Roux, Sugnet Gardner‐Lubbe
Published Online: Sep 24 2014
DOI:10.1002/wics.1338

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational finance: correlation, volatility, and markets

Advanced Review
Katherine Bennett Ensor, Ginger M. Koev
Published Online: Jul 25 2014
DOI:10.1002/wics.1323

Abstract Full article on Wiley Online Library:   HTML | PDF
Estimation of variances and covariances for high‐dimensional data: a selective review

Advanced Review
Tiejun Tong, Cheng Wang, Yuedong Wang
Published Online: Jun 17 2014
DOI:10.1002/wics.1308

Abstract Full article on Wiley Online Library:   HTML | PDF
Examining missing data mechanisms via homogeneity of parameters, homogeneity of distributions, and multivariate normality

Advanced Review
Mortaza Jamshidian, Ke‐Hai Yuan
Published Online: Dec 21 2013
DOI:10.1002/wics.1287

Abstract Full article on Wiley Online Library:   HTML | PDF
Financial modeling with heavy‐tailed stable distributions

Overview
John P. Nolan
Published Online: Dec 21 2013
DOI:10.1002/wics.1286

Abstract Full article on Wiley Online Library:   HTML | PDF
Alternating least squares in nonlinear principal components

Focus Article
Masahiro Kuroda, Yuichi Mori, Iizuka Masaya, Michio Sakakihara
Published Online: Oct 08 2013
DOI:10.1002/wics.1279

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiple factor analysis: principal component analysis for multitable and multiblock data sets

Overview
Hervé Abdi, Lynne J. Williams, Domininique Valentin
Published Online: Feb 14 2013
DOI:10.1002/wics.1246

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Time series factor models

Focus Article
Katherine Bennett Ensor
Published Online: Feb 07 2013
DOI:10.1002/wics.1245

Abstract Full article on Wiley Online Library:   HTML | PDF
Partial least squares algorithms and methods

Advanced Review
Vincenzo Esposito Vinzi, Giorgio Russolillo
Published Online: Dec 26 2012
DOI:10.1002/wics.1239

Abstract Full article on Wiley Online Library:   HTML | PDF
Principal component analysis for interval data

Focus Article
L. Billard, J. Le‐Rademacher
Published Online: Sep 18 2012
DOI:10.1002/wics.1231

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Discriminant analysis

Overview
Geoffrey J. McLachlan
Published Online: Jul 16 2012
DOI:10.1002/wics.1219

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Introduction to manifold learning

Overview
Alan Julian Izenman
Published Online: Jul 16 2012
DOI:10.1002/wics.1222

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Biplots: the joy of singular value decomposition

Focus Article
Michael J. Greenacre
Published Online: Apr 06 2012
DOI:10.1002/wics.1200

Abstract Full article on Wiley Online Library:   HTML | PDF
Multivariate methods

Overview
Yueh‐Yun Chi
Published Online: Jul 19 2011
DOI:10.1002/wics.185

Abstract Full article on Wiley Online Library:   HTML | PDF
Multivariate U‐statistics: a tutorial with applications

Focus Article
Q. Yu, W. Tang, J. Kowalski, X. M. Tu
Published Online: Jun 10 2011
DOI:10.1002/wics.178

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Coping with high dimensionality in massive datasets

Overview
Jon R. Kettenring
Published Online: Jan 07 2011
DOI:10.1002/wics.141

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Correspondence analysis

Focus Article
Michael J. Greenacre
Published Online: Aug 30 2010
DOI:10.1002/wics.114

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Procrustes methods

Focus Article
John C. Gower
Published Online: Jul 15 2010
DOI:10.1002/wics.107

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Principal component analysis

Overview
Hervé Abdi, Lynne J. Williams
Published Online: Jul 15 2010
DOI:10.1002/wics.101

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Centroids

Focus Article
Hervé Abdi
Published Online: Aug 19 2009
DOI:10.1002/wics.31

Abstract Full article on Wiley Online Library:   HTML | PDF
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