PLS regression methods

Journal of Chemometrics - Tập 2 Số 3 - Trang 211-228 - 1988
Agnar Höskuldsson1
1The Engineering Academy of Denmark, DIAM, Building 358, 2800 Lyngby, Denmark

Tóm tắt

AbstractIn this paper we develop the mathematical and statistical structure of PLS regression. We show the PLS regression algorithm and how it can be interpreted in model building. The basic mathematical principles that lie behind two block PLS are depicted. We also show the statistical aspects of the PLS method when it is used for model building. Finally we show the structure of the PLS decompositions of the data matrices involved.

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Thông tin xuất bản

Journal of Chemometrics

Tập 2 Số 3

211-228

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