Summary of Partial Least Squares Regression
Xiaoning Wang
Abstract
Xiaoning Wang
Abstract
The partial least squares is introduced and summarized.The direct solution method of partial least squares and the partial least squares regression for several cases are introduced.The merit and the limitation of it are summarized.
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The partial least squares is introduced and summarized.The direct solution method of partial least squares and the partial least squares regression for several cases are introduced.The merit and the limitation of it are summarized.
Key concepts: Partial least squares regression, Total least squares, Generalized least squares, Least-squares function approximation, Mathematics, Non-linear least squares, Regression, Regression analysis