StudentsTDistribution Class

Provides generation of Student's t-distributed random numbers.

Inheritance Hierarchy

SystemObject
  Altaxo.Calc.ProbabilityDistribution
    Altaxo.Calc.ProbabilityContinuousDistribution
      Altaxo.Calc.ProbabilityStudentsTDistribution
        Altaxo.Calc.ProbabilityStudentTDistribution

Namespace: Altaxo.Calc.Probability
Assembly: AltaxoCore (in AltaxoCore.dll) Version: 4.8.3448.0 (4.8.3448.0)

Syntax

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public class StudentsTDistribution : ContinuousDistribution

The StudentsTDistribution type exposes the following members.

Constructors

	Name	Description
	StudentsTDistribution	Initializes a new instance of the StudentsTDistribution class, using a StandardGenerator as underlying random number generator.
	StudentsTDistribution(Double)	Initializes a new instance of the StudentsTDistribution class
	StudentsTDistribution(Generator)	Initializes a new instance of the StudentsTDistribution class, using a StandardGenerator as underlying random number generator.
	StudentsTDistribution(Double, Generator)	Initializes a new instance of the StudentsTDistribution class, using the specified Generator as underlying random number generator.

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Properties

	Name	Description
	CanReset	Gets a value indicating whether the random number distribution can be reset so that it produces the same random number sequence again. (Inherited from Distribution)
	Generator	Gets or sets a Generator object that can be used as the underlying random number generator. (Inherited from Distribution)
	Maximum	Gets the maximum possible value of t-distributed random numbers. (Overrides DistributionMaximum)
	Mean	Gets the mean value of t-distributed random numbers. (Overrides DistributionMean)
	Median	Gets the median of t-distributed random numbers. (Overrides DistributionMedian)
	Minimum	Gets the minimum possible value of t-distributed random numbers. (Overrides DistributionMinimum)
	Mode	Gets the mode of t-distributed random numbers. (Overrides DistributionMode)
	Nu	Gets or sets the parameter nu which is used for generation of t-distributed random numbers.
	Variance	Gets the variance of t-distributed random numbers. (Overrides DistributionVariance)

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Methods

	Name	Description
	CDF(Double)	Calculates the cumulative distribution function. (Overrides ContinuousDistributionCDF(Double))
	CDF(Double, Double)	Returns the cumulative distribution function (CDF) of Student's t distribution.
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object)
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object)
	GetHashCode	Serves as the default hash function. (Inherited from Object)
	GetType	Gets the Type of the current instance. (Inherited from Object)
	Initialize	Updates the helper variables that store intermediate results for generation of t-distributed random numbers.
	IsValidNu	Determines whether the specified value is valid for parameter Nu.
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object)
	NextDouble	Returns a t-distributed floating point random number. (Overrides DistributionNextDouble)
	PDF(Double)	Calculates the probability density function. (Overrides ContinuousDistributionPDF(Double))
	PDF(Double, Double)	Returns the probability density function (PDF) of Student's t distribution.
	Quantile(Double)	Calculates the quantile of the distribution function. (Overrides ContinuousDistributionQuantile(Double))
	Quantile(Double, Double)	Returns the quantile function (inverse CDF) of Student's t distribution.
	Reset	Resets the random number distribution so that it produces the same random number sequence again. (Inherited from Distribution)
	ToString	Returns a string that represents the current object. (Inherited from Object)

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Fields

	Name	Description
	generator	Stores a Generator object that can be used as the underlying random number generator. (Inherited from Distribution)

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Remarks

The implementation of the StudentsTDistribution type is based on information presented on Wikipedia - Student's t-distribution and Xycoon - Student t Distribution.

Reference

Altaxo.Calc.Probability Namespace