PartialLeastSquaresModel Constructor

Definition

Namespace: Extreme.Statistics.Multivariate
Assembly: Extreme.Numerics (in Extreme.Numerics.dll) Version: 8.1.23

Overload List

PartialLeastSquaresModel(IDataFrame, String, Int32)	Constructs a new PartialLeastSquaresModel.
PartialLeastSquaresModel(Matrix<Double>, Matrix<Double>, Int32)	Constructs a new PartialLeastSquaresModel.
PartialLeastSquaresModel(Vector<Double>, Matrix<Double>, Int32)	Constructs a new PartialLeastSquaresModel.
PartialLeastSquaresModel(IDataFrame, String[], String[], Int32)	Constructs a new PartialLeastSquaresModel.

PartialLeastSquaresModel(IDataFrame, String, Int32)

Constructs a new PartialLeastSquaresModel.

public PartialLeastSquaresModel(
	IDataFrame dataFrame,
	string formula,
	int numberOfComponents
)

Visual Basic

Public Sub New ( 
	dataFrame As IDataFrame,
	formula As String,
	numberOfComponents As Integer
)

C++/CLI

public:
PartialLeastSquaresModel(
	IDataFrame^ dataFrame, 
	String^ formula, 
	int numberOfComponents
)

new : 
        dataFrame : IDataFrame * 
        formula : string * 
        numberOfComponents : int -> PartialLeastSquaresModel

Parameters

dataFrame IDataFrame: A IDataFrame containing the data for the regression.
formula String: A formula that specifies the variables in the model.
numberOfComponents Int32: The number of components to include in the mdoel.

Exceptions

ArgumentNullException	dataFrame is null. -or- formula is null.
FormatException	The formula is not in the correct format.
ArgumentOutOfRangeException	numberOfComponents is less than zero.

PartialLeastSquaresModel(Matrix<Double>, Matrix<Double>, Int32)

Constructs a new PartialLeastSquaresModel.

public PartialLeastSquaresModel(
	Matrix<double> dependentData,
	Matrix<double> independentData,
	int numberOfComponents
)

Visual Basic

Public Sub New ( 
	dependentData As Matrix(Of Double),
	independentData As Matrix(Of Double),
	numberOfComponents As Integer
)

C++/CLI

public:
PartialLeastSquaresModel(
	Matrix<double>^ dependentData, 
	Matrix<double>^ independentData, 
	int numberOfComponents
)

new : 
        dependentData : Matrix<float> * 
        independentData : Matrix<float> * 
        numberOfComponents : int -> PartialLeastSquaresModel

Parameters

dependentData Matrix<Double>: A matrix that contains the data for the dependent variables.
independentData Matrix<Double>: A matrix that contains the data for the independent variables.
numberOfComponents Int32: The number of components to include in the mdoel.

Remarks

Each column of independentData corresponds to an independent variable. Each column of dependentData corresponds to a dependent variable.

Exceptions

ArgumentNullException	dependentData is null. -or- independentData is null.
ArgumentOutOfRangeException	numberOfComponents is less than zero.

PartialLeastSquaresModel(Vector<Double>, Matrix<Double>, Int32)

Constructs a new PartialLeastSquaresModel.

public PartialLeastSquaresModel(
	Vector<double> dependentData,
	Matrix<double> independentData,
	int numberOfComponents
)

Visual Basic

Public Sub New ( 
	dependentData As Vector(Of Double),
	independentData As Matrix(Of Double),
	numberOfComponents As Integer
)

C++/CLI

public:
PartialLeastSquaresModel(
	Vector<double>^ dependentData, 
	Matrix<double>^ independentData, 
	int numberOfComponents
)

new : 
        dependentData : Vector<float> * 
        independentData : Matrix<float> * 
        numberOfComponents : int -> PartialLeastSquaresModel

Parameters

dependentData Vector<Double>: A vector that contains the dependent variable.
independentData Matrix<Double>: A matrix that contains the data for the independent variables.
numberOfComponents Int32: The number of components to include in the mdoel.

Remarks

Each column of independentData corresponds to an independent variable.

Exceptions

ArgumentNullException	dependentData is null. -or- independentData is null.
ArgumentOutOfRangeException	numberOfComponents is less than zero.

PartialLeastSquaresModel(IDataFrame, String[], String[], Int32)

Constructs a new PartialLeastSquaresModel.

public PartialLeastSquaresModel(
	IDataFrame dataFrame,
	string[] dependentVariables,
	string[] independentVariables,
	int numberOfComponents
)

Visual Basic

Public Sub New ( 
	dataFrame As IDataFrame,
	dependentVariables As String(),
	independentVariables As String(),
	numberOfComponents As Integer
)

C++/CLI

public:
PartialLeastSquaresModel(
	IDataFrame^ dataFrame, 
	array<String^>^ dependentVariables, 
	array<String^>^ independentVariables, 
	int numberOfComponents
)

new : 
        dataFrame : IDataFrame * 
        dependentVariables : string[] * 
        independentVariables : string[] * 
        numberOfComponents : int -> PartialLeastSquaresModel

Parameters

dataFrame IDataFrame: A IDataFrame containing the data for the regression.
dependentVariables String[]: The name of the dependent variable.
independentVariables String[]: An array containing the names of the independent variables.
numberOfComponents Int32: The number of components to include in the mdoel.

Exceptions

ArgumentNullException	dataFrame is null. -or- dependentVariables is null. -or- independentVariables is null.
ArgumentOutOfRangeException	numberOfComponents is less than zero.

PartialLeastSquaresModel Constructor

Definition

Overload List

PartialLeastSquaresModel(IDataFrame, String, Int32)

Parameters

Exceptions

PartialLeastSquaresModel(Matrix<Double>, Matrix<Double>, Int32)

Parameters

Remarks

Exceptions

PartialLeastSquaresModel(Vector<Double>, Matrix<Double>, Int32)

Parameters

Remarks

Exceptions

PartialLeastSquaresModel(IDataFrame, String[], String[], Int32)

Parameters

Exceptions

See Also

Reference