Interface IUnivariateDistribution

Common interface for univariate probability distributions.

Inherited Members

IDistribution.DistributionFunction(Double[])

IDistribution.ProbabilityFunction(Double[])

System.ICloneable.Clone()

Namespace: Mars.Numerics.Statistics.Base

Assembly: Mars.Numerics.dll

Syntax

public interface IUnivariateDistribution : IDistribution, ICloneable

Remarks

This interface is implemented by both univariate Discrete Distributions and Continuous Distributions .

Properties

Entropy

Gets entropy of the distribution.

Declaration

double Entropy { get; }

Property Value

Type	Description
System.Double	The distribution's entropy.

Remarks

This interface is implemented by both univariate Discrete Distributions and Continuous Distributions .

See Also

UniformDiscreteDistribution

Mean

Gets the mean value for the distribution.

Declaration

double Mean { get; }

Property Value

Type	Description
System.Double	The distribution's mean.

Remarks

This interface is implemented by both univariate Discrete Distributions and Continuous Distributions .

See Also

UniformDiscreteDistribution

Median

Gets the median value for the distribution.

Declaration

double Median { get; }

Property Value

Type	Description
System.Double	The distribution's median.

Remarks

This interface is implemented by both univariate Discrete Distributions and Continuous Distributions .

See Also

UniformDiscreteDistribution

Mode

Gets the mode value for the distribution.

Declaration

double Mode { get; }

Property Value

Type	Description
System.Double	The distribution's mode.

Remarks

This interface is implemented by both univariate Discrete Distributions and Continuous Distributions .

See Also

UniformDiscreteDistribution

Quartiles

Gets the Quartiles for this distribution.

Declaration

DoubleRange Quartiles { get; }

Property Value

Type	Description
DoubleRange	A DoubleRange object containing the first quartile (Q1) as its minimum value, and the third quartile (Q2) as the maximum.

Remarks

This interface is implemented by both univariate Discrete Distributions and Continuous Distributions .

See Also

UniformDiscreteDistribution

Support

Gets the support interval for this distribution.

Declaration

DoubleRange Support { get; }

Property Value

Type	Description
DoubleRange	A DoubleRange containing the support interval for this distribution.

Remarks

This interface is implemented by both univariate Discrete Distributions and Continuous Distributions .

See Also

UniformDiscreteDistribution

Variance

Gets the variance value for the distribution.

Declaration

double Variance { get; }

Property Value

Type	Description
System.Double	The distribution's variance.

Remarks

This interface is implemented by both univariate Discrete Distributions and Continuous Distributions .

See Also

UniformDiscreteDistribution

Methods

GetRange(Double)

Gets the distribution range within a given percentile.

Declaration

DoubleRange GetRange(double percentile)

Parameters

Type	Name	Description
System.Double	percentile	The percentile at which the distribution ranges will be returned.

Returns

Type	Description
DoubleRange	A DoubleRange object containing the minimum value for the distribution value, and the third quartile (Q2) as the maximum.

Remarks

If 0.25 is passed as the percentile argument, this function returns the same as the Quartiles function.

See Also

UniformDiscreteDistribution

Extension Methods

Serializer.Save<T>(T, out Byte[], SerializerCompression)

Serializer.Save<T>(T, Stream, SerializerCompression)

Serializer.Save<T>(T, BinaryFormatter, Stream, SerializerCompression)

Serializer.Save<T>(T, String, SerializerCompression)

Serializer.Save<T>(T, String)

Matrix.Concatenate<T>(T, T[])

Matrix.Replace<T>(T, Object, Object)

DomainDataImporter.Import(Object, InputConfiguration)

ObjectSerialize.Serialize(Object)

Matrix.IsEqual(Object, Object, Decimal, Decimal)

See Also

UniformDiscreteDistribution