Performing procrustes discriminant analysis with HOLMES

被引：19

作者：

González-Arjona, D ^{[1
]}

López-Pérez, G

González, AG

机构：

[1] Univ Seville, Dept Phys Chem, Seville 41012, Spain

[2] Univ Seville, Dept Analyt Chem, Seville 41012, Spain

来源：

TALANTA | 1999年 / 49卷 / 01期

关键词：

procrustes analysis; target factor analysis; discriminant analysis; classification;

D O I：

10.1016/S0039-9140(98)00354-3

中图分类号：

O65 [分析化学];

学科分类号：

070302 ; 081704 ;

摘要：

Program HOLMES devised by target factor analysis has been updated for performing procrustes discriminant analysis (PDA). Computational details are outlined. The equivalence between PDA and partial least squares-discriminant analysis (PLS-DA) is established. Application of the PDA is illustrated by two case studies taken from literature. (C) 1999 Elsevier Science B.V. All rights reserved.

引用

页码：189 / 197

页数：9

共 57 条

[1]

ALBANO C, 1978, ANAL CHIM ACTA, V103, P429

[2] Classification of pyrolysis mass spectra by fuzzy multivariate rule induction-comparison with regression, K-nearest neighbour, neural and decision-tree methods [J].

Alsberg, BK ;

Goodacre, R ;

Rowland, JJ ;

Kell, DB .

ANALYTICA CHIMICA ACTA, 1997, 348 (1-3) :389-407

[3]

[Anonymous], 1983, FOOD RES DAT AN P IU

[4]

[Anonymous], 1991, NUMERICAL RECIPES RO

[5] Use of high-performance liquid chromatographic chemometric techniques to differentiate apple juices clarified by microfiltration and ultrafiltration [J].

Blanco-Gomis, D ;

Fernandez-Rubio, P ;

Gutiérrez-Alvarez, MD ;

Mangas-Alonso, JJ .

ANALYST, 1998, 123 (01) :125-129

[6]

BRERETON RG, 1992, MULTIVARIATE PATTERN, P222

[7]

BRERETON RG, 1992, MULTIVARIATE PATTERN, P151

[8]

Burnham AJ, 1996, J CHEMOMETR, V10, P31, DOI 10.1002/(SICI)1099-128X(199601)10:1<31::AID-CEM398>3.0.CO

[9]

2-1

[10]

*CAM ASA, UNSCRAMBLER 6 11

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