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Accord.NET (logo) IDistribution Interface
Common interface for probability distributions.

Namespace:  Accord.Statistics.Distributions
Assembly:  Accord.Statistics (in Accord.Statistics.dll) Version: 3.4.0
Syntax
public interface IDistribution : ICloneable
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The IDistribution type exposes the following members.

Methods
  NameDescription
Public methodClone
Creates a new object that is a copy of the current instance.
(Inherited from ICloneable.)
Public methodComplementaryDistributionFunction
Gets the complementary cumulative distribution function (ccdf) for this distribution evaluated at point x. This function is also known as the Survival function.
Public methodDistributionFunction
Gets the cumulative distribution function (cdf) for this distribution evaluated at point x.
Public methodFit(Array)
Fits the underlying distribution to a given set of observations.
Public methodFit(Array, IFittingOptions)
Fits the underlying distribution to a given set of observations.
Public methodFit(Array, Double)
Fits the underlying distribution to a given set of observations.
Public methodFit(Array, Int32)
Fits the underlying distribution to a given set of observations.
Public methodFit(Array, Double, IFittingOptions)
Fits the underlying distribution to a given set of observations.
Public methodFit(Array, Int32, IFittingOptions)
Fits the underlying distribution to a given set of observations.
Public methodLogProbabilityFunction
Gets the log-probability density function (pdf) for this distribution evaluated at point x.
Public methodProbabilityFunction
Gets the probability density function (pdf) for this distribution evaluated at point x.
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Remarks

This interface is implemented by all probability distributions in the framework, including IUnivariateDistributions and IMultivariateDistributions. This includes UnivariateDiscreteDistribution, UnivariateContinuousDistribution, MultivariateDiscreteDistribution, and MultivariateContinuousDistribution

See Also