PrincipalComponentsAnalyze Method (DoubleMatrix)

Analyzes the principal components of the specified data.

Namespace: Novacta.Analytics
Assembly: Novacta.Analytics (in Novacta.Analytics.dll) Version: 2.0.0

Syntax

public static PrincipalComponents Analyze(
	DoubleMatrix data
)

Public Shared Function Analyze ( 
	data As DoubleMatrix
) As PrincipalComponents

public:
static PrincipalComponents^ Analyze(
	DoubleMatrix^ data
)

static member Analyze : 
        data : DoubleMatrix -> PrincipalComponents

Parameters

data: Type: Novacta.AnalyticsDoubleMatrix
The data to analyze.

Return Value

Type: PrincipalComponents
The Principal Components of the specified data.

Exceptions

Exception	Condition
ArgumentNullException	data is null.
InvalidOperationException	The Singular Value Decomposition needed to acquire the principal components cannot be executed or does not converge. -or- No principal component has positive variance. The principal information cannot be acquired.

Remarks

Rows of the data matrix correspond to individuals, columns to variables. Each row is interpreted as the coordinates of a multidimensional point with respect to the standard basis. Uniform weights are assigned to each individual.

Reference

PrincipalComponents Class

Analyze Overload

Novacta.Analytics Namespace

PrincipalComponentsAddLanguageSpecificTextSet("LST7E72BCD_0?cpp=::|nu=.");Analyze Method (DoubleMatrix)

Parameters

Return Value

Reference

PrincipalComponentsAnalyze Method (DoubleMatrix)