IndependentTDistribution, TObservation, TOptionsFit Method (TObservation, Double, IndependentOptionsTOptions)

Fits the underlying distribution to a given set of observations.

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

Syntax

Copy

public void Fit(
	TObservation[][] observations,
	double[] weights = null,
	IndependentOptions<TOptions> options = null
)

Public Sub Fit ( 
	observations As TObservation()(),
	Optional weights As Double() = Nothing,
	Optional options As IndependentOptions(Of TOptions) = Nothing
)

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Parameters

observations: Type: TObservation
The array of observations to fit the model against. The array elements can be either of type double (for univariate data) or type double[] (for multivariate data).
weights (Optional): Type: SystemDouble
The weight vector containing the weight for each of the samples.
options (Optional): Type: Accord.Statistics.Distributions.FittingIndependentOptionsTOptions
Optional arguments which may be used during fitting, such as regularization constants and additional parameters.

Implements

IFittableTObservations, TOptionsFit(TObservations, Double, TOptions)

Examples

For an example on how to fit an independent joint distribution, please take a look at the examples section for IndependentTDistribution.

Reference

IndependentTDistribution, TObservation, TOptions Class

Fit Overload

Accord.Statistics.Distributions.Multivariate Namespace