Partial Least Squares Regression and Its Modeling Realization

In this paper, partial least squares regression is introduced. And the modeling steps and the realization of the modeling algorithm for building a PLSR2 model are given. Moreover, a numerical example is presented.

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Bibliographic Details
Published in2009 International Conference on Management and Service Science pp. 1 - 3
Main Author Yong Li
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2009
Subjects
Buildings
Chemical analysis
Data analysis
Data mining
Economic forecasting
Least squares methods
Power generation economics
Online AccessGet full text
ISBN1424446384
9781424446384
DOI10.1109/ICMSS.2009.5305806

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Summary:In this paper, partial least squares regression is introduced. And the modeling steps and the realization of the modeling algorithm for building a PLSR2 model are given. Moreover, a numerical example is presented.
ISBN:1424446384
9781424446384
DOI:10.1109/ICMSS.2009.5305806