IFittableDistributionTObservations Interface

Common interface for distributions which can be estimated from data.

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

Syntax

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public interface IFittableDistribution<in TObservations> : IFittable<TObservations>, 
	IDistribution<TObservations>, IDistribution, ICloneable

Public Interface IFittableDistribution(Of In TObservations)
	Inherits IFittable(Of TObservations), IDistribution(Of TObservations), 
	IDistribution, ICloneable

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Type Parameters

TObservations: The type of the observations, such as Double.

The IFittableDistributionTObservations type exposes the following members.

Methods

	Name	Description
	Clone	Creates a new object that is a copy of the current instance. (Inherited from ICloneable.)
	ComplementaryDistributionFunction(Double)	Gets the complementary cumulative distribution function (ccdf) for this distribution evaluated at point x. This function is also known as the Survival function. (Inherited from IDistribution.)
	ComplementaryDistributionFunction(TObservation)	Gets the complementary cumulative distribution function (ccdf) for this distribution evaluated at point x. This function is also known as the Survival function. (Inherited from IDistributionTObservation.)
	DistributionFunction(Double)	Gets the cumulative distribution function (cdf) for this distribution evaluated at point x. (Inherited from IDistribution.)
	DistributionFunction(TObservation)	Gets the cumulative distribution function (cdf) for this distribution evaluated at point x. (Inherited from IDistributionTObservation.)
	Fit(Array)	Fits the underlying distribution to a given set of observations. (Inherited from IDistribution.)
	Fit(TObservations)	Fits the underlying distribution to a given set of observations. (Inherited from IFittableTObservations.)
	Fit(Array, IFittingOptions)	Fits the underlying distribution to a given set of observations. (Inherited from IDistribution.)
	Fit(Array, Double)	Fits the underlying distribution to a given set of observations. (Inherited from IDistribution.)
	Fit(Array, Int32)	Fits the underlying distribution to a given set of observations. (Inherited from IDistribution.)
	Fit(TObservations, Double)	Fits the underlying distribution to a given set of observations. (Inherited from IFittableTObservations.)
	Fit(Array, Double, IFittingOptions)	Fits the underlying distribution to a given set of observations. (Inherited from IDistribution.)
	Fit(Array, Int32, IFittingOptions)	Fits the underlying distribution to a given set of observations. (Inherited from IDistribution.)
	LogProbabilityFunction(Double)	Gets the log-probability density function (pdf) for this distribution evaluated at point x. (Inherited from IDistribution.)
	LogProbabilityFunction(TObservation)	Gets the log-probability density function (pdf) for this distribution evaluated at point x. (Inherited from IDistributionTObservation.)
	ProbabilityFunction(Double)	Gets the probability density function (pdf) for this distribution evaluated at point x. (Inherited from IDistribution.)
	ProbabilityFunction(TObservation)	Gets the probability density function (pdf) for this distribution evaluated at point x. (Inherited from IDistributionTObservation.)

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Reference

Accord.Statistics.Distributions Namespace

IFittableDistributionAddLanguageSpecificTextSet("LSTBCFC5CFD_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TObservationsAddLanguageSpecificTextSet("LSTBCFC5CFD_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Interface

Type Parameters

Reference

IFittableDistributionTObservations Interface