PLS2RegressionExecuteAnalysis Method

public static void ExecuteAnalysis(
	IROMatrix<double> _X,
	IROMatrix<double> _Y,
	ref int numFactors,
	IBottomExtensibleMatrix<double> xLoads,
	IBottomExtensibleMatrix<double> yLoads,
	IBottomExtensibleMatrix<double> W,
	IRightExtensibleMatrix<double> V,
	IExtensibleVector<double> PRESS
)

Parameters

_X  IROMatrixDouble

The x (spectrum) matrix, centered and preprocessed.

_Y  IROMatrixDouble

The y (target-variable) matrix (centered).

numFactors  Int32

On entry, the requested number of factors. On return, the number of factors actually used (limited by the matrix dimensions).

xLoads  IBottomExtensibleMatrixDouble

Receives the matrix of loadings of x. Should be initially empty.

yLoads  IBottomExtensibleMatrixDouble

Receives the matrix of loadings of y. Should be initially empty.

W  IBottomExtensibleMatrixDouble

Receives the matrix of x weight vectors. Should be initially empty.

V  IRightExtensibleMatrixDouble

Receives the vector/matrix of cross products. Should be initially empty.

PRESS  IExtensibleVectorDouble

If not , receives the PRESS value for each factor.

Reference