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 ("concentration") matrix (centered).

numFactors  Int32

Number of factors to calculate.

xLoads  IBottomExtensibleMatrixDouble

Returns the matrix of eigenvectors of X. Should be initially empty.

yLoads  IBottomExtensibleMatrixDouble

Returns the matrix of eigenvectors of Y. Should be initially empty.

W  IBottomExtensibleMatrixDouble

Returns the matrix of weighting values. Should be initially empty.

V  IRightExtensibleMatrixDouble

Returns the vector of cross products. Should be initially empty.

PRESS  IExtensibleVectorDouble

If not null, the PRESS value of each factor is stored (vertically) here.

Reference