Package com.actelion.research.calc.regression.linear.pls.boxcox

Class PLSBoxCoxY

java.lang.Object

com.actelion.research.calc.regression.ARegressionMethod<ParameterPLS>

com.actelion.research.calc.regression.linear.pls.PLSRegressionModelCalculator

com.actelion.research.calc.regression.linear.pls.boxcox.PLSBoxCoxY

All Implemented Interfaces:

ICalculateModel, ICalculateYHat

public class PLSBoxCoxY
extends PLSRegressionModelCalculator

PLSBoxCoxY

Modest v. Korff

Created by korffmo1 on 06.12.18.

Field Summary

Fields

Modifier and Type	Field	Description
static int	FACTORS
static double	LAMBDA

Fields inherited from class com.actelion.research.calc.regression.ARegressionMethod

parameterRegressionMethod

Constructor Summary

Constructors

Constructor	Description
PLSBoxCoxY()
PLSBoxCoxY(ParameterPLSBoxCox parameterPLSBoxCox)

Method Summary

Modifier and Type	Method	Description
double	calculateYHat(double[] arrRow)
Matrix	calculateYHat(Matrix Xtest)	With centering of Xtest with Xtrain.
Matrix	createModel(ModelXYIndex modelXYIndexTrain)
double	getLambda()
ParameterPLSBoxCox	getParameter()
void	setLambda(double lambda)

Methods inherited from class com.actelion.research.calc.regression.linear.pls.PLSRegressionModelCalculator

calculateModelErrorTest, calculateYHatWithoutDeCentering, getB, getT, getXvar, getYHat, setCenterData, setFactors

Methods inherited from class com.actelion.research.calc.regression.ARegressionMethod

decodeProperties2Parameter, getName, getProgressController, getProperties, setParameterRegressionMethod, setProgressController

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

FACTORS

public static final int FACTORS

See Also:

Constant Field Values

LAMBDA

public static final double LAMBDA

See Also:

Constant Field Values

Constructor Detail

PLSBoxCoxY

public PLSBoxCoxY()

PLSBoxCoxY

public PLSBoxCoxY(ParameterPLSBoxCox parameterPLSBoxCox)

Method Detail

getLambda

public double getLambda()

setLambda

public void setLambda(double lambda)

createModel

public Matrix createModel(ModelXYIndex modelXYIndexTrain)

Specified by:

createModel in interface ICalculateModel

Overrides:

createModel in class PLSRegressionModelCalculator

calculateYHat

public Matrix calculateYHat(Matrix Xtest)

Description copied from class: PLSRegressionModelCalculator

With centering of Xtest with Xtrain.

Specified by:

calculateYHat in interface ICalculateYHat

Overrides:

calculateYHat in class PLSRegressionModelCalculator

calculateYHat

public double calculateYHat(double[] arrRow)

Specified by:

calculateYHat in interface ICalculateYHat

Overrides:

calculateYHat in class PLSRegressionModelCalculator

getParameter

public ParameterPLSBoxCox getParameter()

Specified by:

getParameter in interface ICalculateModel

Overrides:

getParameter in class ARegressionMethod<ParameterPLS>