Title :
Partial Least Squares Regression and Its Modeling Realization
Author_Institution :
Sch. of Econ. & Manage., Yantai Univ., Yantai, China
Abstract :
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.
Keywords :
least squares approximations; regression analysis; PLSR2 model; numerical example; partial least squares regression modeling algorithm; Buildings; Chemical analysis; Data analysis; Data mining; Economic forecasting; Least squares methods; Power generation economics;
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
DOI :
10.1109/ICMSS.2009.5305806
