PARTIAL LEAST-SQUARES REGRESSION - A TUTORIAL

被引：5628

作者：

GELADI, P ^{[1
]}

KOWALSKI, BR ^{[1
]}

机构：

[1] UNIV WASHINGTON,CTR PROC ANALYT CHEM,DEPT CHEM,SEATTLE,WA 98195

来源：

ANALYTICA CHIMICA ACTA | 1986年 / 185卷

关键词：

D O I：

10.1016/0003-2670(86)80028-9

中图分类号：

O65 [分析化学];

学科分类号：

070302 ; 081704 ;

摘要：

引用

页码：1 / 17

页数：17

共 11 条

[1]

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[2]

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[3] AN EXAMPLE OF 2-BLOCK PREDICTIVE PARTIAL LEAST-SQUARES REGRESSION WITH SIMULATED DATA [J].

GELADI, P ;

KOWALSKI, BR .

ANALYTICA CHIMICA ACTA, 1986, 185 :19-32

[4]

Gunst R., 1980, REGRESSION ANAL ITS, DOI 10.1201/9780203741054

[5]

Kowalski B., 1982, SYSTEMS INDIRECT OBS, P191

[6]

Mardia K., 1980, MULTIVARIATE ANAL

[7] SPECTROPHOTOMETRIC MULTICOMPONENT ANALYSIS APPLIED TO TRACE-METAL DETERMINATIONS [J].

OTTO, M ;

WEGSCHEIDER, W .

ANALYTICAL CHEMISTRY, 1985, 57 (01) :63-69

[8]

STRANG G, 1980, LINEAR ALGEBRA ITS A

[9] THE COLLINEARITY PROBLEM IN LINEAR-REGRESSION - THE PARTIAL LEAST-SQUARES (PLS) APPROACH TO GENERALIZED INVERSES [J].

WOLD, S ;

RUHE, A ;

WOLD, H ;

DUNN, WJ .

SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1984, 5 (03) :735-743

[10]

Wold S., 1983, FOOD RES DATA ANAL

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