QUADRATIC PLS REGRESSION

被引：36

作者：

HOSKULDSSON, A

机构：

[1] Danish Engineering Academy, Bldg. 358, Lyngby,DK-2800, Denmark

来源：

JOURNAL OF CHEMOMETRICS | 1992年 / 6卷 / 06期

关键词：

NONLINEAR PLS; QUADRATIC REGRESSION; NONLINEAR MODELS;

D O I：

10.1002/cem.1180060603

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We treat here an extension of linear PLS regression to include regression on quadratic PLS components. The quadratic regression can be viewed as a natural extension of linear PLS regression to quadratic PLS according to the H-principle of mathematical modelling. The numerical implementation is treated in detail. It is shown that this approach can be used for models with large numbers of variables. Some modelling strategies are discussed depending on the purpose of the modelling. Applications of this approach are treated.

引用

页码：307 / 334

页数：28

共 13 条

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