MultivariateMixtureTEstimate Method (Double, Double, Double, T)

Estimates a new mixture model from a given set of observations.

Namespace: Accord.Statistics.Distributions.Multivariate
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0

Syntax

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public static MultivariateMixture<T> Estimate(
	double[][] data,
	double threshold,
	double[] coefficients,
	params T[] components
)

Public Shared Function Estimate ( 
	data As Double()(),
	threshold As Double,
	coefficients As Double(),
	ParamArray components As T()
) As MultivariateMixture(Of T)

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Parameters

data: Type: SystemDouble
A set of observations.
threshold: Type: SystemDouble
The convergence threshold for the Expectation-Maximization estimation.
coefficients: Type: SystemDouble
The initial mixture coefficients.
components: Type: T
The initial components of the mixture model.

Return Value

Type: MultivariateMixtureT
Returns a new Mixture fitted to the given observations.

Reference

MultivariateMixtureT Class

Estimate Overload

Accord.Statistics.Distributions.Multivariate Namespace