PLS2Anova Class

Class PLS2Anova performs a standard ANalysis Of VAriance (ANOVA) for a Partial Least Squares (PLS) regression model.

Inheritance Hierarchy

SystemObject
CenterSpace.NMath.CorePLS2Anova

Namespace: CenterSpace.NMath.Core
Assembly: NMath (in NMath.dll) Version: 7.3

Syntax

public class PLS2Anova : ICloneable

Public Class PLS2Anova
	Implements ICloneable

public ref class PLS2Anova : ICloneable

type PLS2Anova =  
    class
        interface ICloneable
    end

The PLS2Anova type exposes the following members.

Constructors

	Name	Description
	PLS2Anova	Constructs a PLS2Anova instance for the given PLS2 object.

Properties

	Name	Description
	CoefficientOfDetermination	Gets the R squared value. Also, called the coefficient of determination.
	DegreesOfFreedom	Gets the degrees of freedom for the data. This is Copy number of samples - number of components - 1
	MeanSqrErrorPrediction	Gets the mean square error for prediction. This is the residual sum of squares divided by the number of samples.
	Residuals	Gets the matrix of residuals. This is the matrix of differences between the given response values and the response values predicted by the regression model.
	RootMeanSqrErrorPrediction	Gets the root mean square error for prediction. This is the square root of the mean square error for prediction.
	StandardError	Gets the standard error for the model. This is the square root of the residual sum of squares divided by the degrees of freedom for the model.
	SumOfSquaresResiduals	Gets the sum of squares for the residuals. This is the sum of the squared differences between the response values and the responses predicted by the regression model.
	SumOfSquaresTotal	Returns the total sum of squares for the model. This is the sum of the squared deviations from the mean of the elements of the response matrix.

Methods

	Name	Description
	Clone	Creates a deep copy of this PLS2Anova.