What does PLSR mean? What is the full form of PLSR?

The Full Form of PLSR is Partial Least-Squares Regression.

Partial least squares regression (PLS regression) is a statistical method that bears some relation to principal components regression; instead of finding hyperplanes of maximum variance between the response and independent variables, it finds a linear regression model by projecting the predicted variables and the observable variables to a new space. Because both the X and Y data are projected to new spaces, the PLS family of methods are known as bilinear factor models. Partial least squares discriminant analysis (PLS-DA) is a variant used when the Y is categorical.

PLSR

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Partial Least-Squares Regressionhow to pronounce Partial Least-Squares Regression

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What does PLSR mean? What is the full form of PLSR?
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