ContinuousUniformDistribution.Sample Method

Definition

Namespace: Numerics.NET.Statistics.Distributions
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.4.0

Overload List

Sample()	Returns a single random sample drawn from this distribution.
Sample(Int32)	Returns a vector containing the specified number of independent random samples drawn from this distribution.
Sample(IRandomSource)	Returns a random sample from the distribution using a Random instance.
Sample(Random)	Returns a random sample from the distribution using a Random instance.
Sample(Int32, IRandomSource)	Returns a vector containing the specified number of independent random samples drawn from this distribution using the provided IRandomSource.
Sample(Int32, Random)	Returns a vector of random samples from the distribution.
Sample(IRandomSource, Double)
Sample(Random, Double)	Returns a single random sample from a continuous uniform distribution over an interval with lower bound zero and specified upper bound.
Sample(IRandomSource, Double, Double)
Sample(Random, Double, Double)	Returns a single random sample from a continuous uniform distribution over the specified interval.
Sample<TGenerator>(IRandomSource<TGenerator>)	Returns a random sample from the distribution using the supplied IRandomSource<TGenerator>.
Sample<TGenerator>(TGenerator)	Returns a random sample from the distribution using the provided generator.
Sample<TGenerator>(TGenerator)	Returns a random sample from the distribution using the provided generator.
Sample<TGenerator>(Int32, IRandomSource<TGenerator>)	Returns a vector containing the specified number of independent random samples drawn from this distribution using the supplied IRandomSource<TGenerator>.
Sample<TGenerator>(IRandomSource<TGenerator>, Double)
Sample<TGenerator>(IRandomSource<TGenerator>, Span<Double>)	Fills a span with random samples from this uniform distribution.
Sample<TGenerator>(IRandomSource<TGenerator>, Double, Double)

Sample<TGenerator>(TGenerator)

Returns a random sample from the distribution using the provided generator.

protected override double Sample<TGenerator>(
	ref TGenerator generator
)
where TGenerator : struct, new(), IRandomGenerator

Visual Basic

Protected Overrides Function Sample(Of TGenerator As {Structure, New, IRandomGenerator}) ( 
	ByRef generator As TGenerator
) As Double

C++/CLI

protected:
generic<typename TGenerator>
where TGenerator : value class, gcnew(), IRandomGenerator
virtual double Sample(
	TGenerator% generator
) override

abstract Sample : 
        generator : 'TGenerator byref -> float  when 'TGenerator : struct, new() and IRandomGenerator
override Sample : 
        generator : 'TGenerator byref -> float  when 'TGenerator : struct, new() and IRandomGenerator

Parameters

generator TGenerator: A reference to a struct implementing IRandomGenerator used to produce uniform variates.

Type Parameters

TGenerator: The underlying generator type of the random source, used to enable optimizations like inlining.

Return Value

Double
A double-precision random variate.

Remarks

Implementations may override this method to provide a more efficient or specialized sampling algorithm that consumes raw uniform variates from generator.

Sample(IRandomSource, Double)

public static double Sample(
	IRandomSource random,
	double upperBound
)

Visual Basic

Public Shared Function Sample ( 
	random As IRandomSource,
	upperBound As Double
) As Double

C++/CLI

public:
static double Sample(
	IRandomSource^ random, 
	double upperBound
)

static member Sample : 
        random : IRandomSource * 
        upperBound : float -> float

Parameters

random IRandomSource
upperBound Double

Return Value

Double

Sample<TGenerator>(IRandomSource<TGenerator>, Double)

public static double Sample<TGenerator>(
	IRandomSource<TGenerator> random,
	double upperBound
)
where TGenerator : struct, new(), IRandomGenerator

Visual Basic

Public Shared Function Sample(Of TGenerator As {Structure, New, IRandomGenerator}) ( 
	random As IRandomSource(Of TGenerator),
	upperBound As Double
) As Double

C++/CLI

public:
generic<typename TGenerator>
where TGenerator : value class, gcnew(), IRandomGenerator
static double Sample(
	IRandomSource<TGenerator>^ random, 
	double upperBound
)

static member Sample : 
        random : IRandomSource<'TGenerator> * 
        upperBound : float -> float  when 'TGenerator : struct, new() and IRandomGenerator

Parameters

random IRandomSource<TGenerator>
upperBound Double

Type Parameters

TGenerator

Return Value

Double

Sample<TGenerator>(IRandomSource<TGenerator>, Span<Double>)

Fills a span with random samples from this uniform distribution.

public void Sample<TGenerator>(
	IRandomSource<TGenerator> random,
	Span<double> destination
)
where TGenerator : struct, new(), IRandomGenerator

Visual Basic

Public Sub Sample(Of TGenerator As {Structure, New, IRandomGenerator}) ( 
	random As IRandomSource(Of TGenerator),
	destination As Span(Of Double)
)

C++/CLI

public:
generic<typename TGenerator>
where TGenerator : value class, gcnew(), IRandomGenerator
void Sample(
	IRandomSource<TGenerator>^ random, 
	Span<double> destination
)

member Sample : 
        random : IRandomSource<'TGenerator> * 
        destination : Span<float> -> unit  when 'TGenerator : struct, new() and IRandomGenerator

Parameters

random IRandomSource<TGenerator>: The random number generator to use.
destination Span<Double>: The span to fill with random samples.

Type Parameters

TGenerator: The underlying generator type of the random source, used to enable optimizations like inlining.

Remarks

This method provides high-performance bulk sampling from a uniform distribution.

Sample(Random, Double)

Returns a single random sample from a continuous uniform distribution over an interval with lower bound zero and specified upper bound.

public static double Sample(
	Random random,
	double upperBound
)

Visual Basic

Public Shared Function Sample ( 
	random As Random,
	upperBound As Double
) As Double

C++/CLI

public:
static double Sample(
	Random^ random, 
	double upperBound
)

static member Sample : 
        random : Random * 
        upperBound : float -> float

Parameters

random Random: The Random derived random number generator used to generate the sample.
upperBound Double: The upper bound of the interval.

Return Value

Double
A double-precision floating-point number from the distribution.

Remarks

This method is useful when only a single random sample is required, or if the parameters of the distribution change often. To obtain a large number of samples from a distribution with identical parameters, create an instance of the class and call the Sample() method repeatedly.

Exceptions

ArgumentNullException	random is null.
ArgumentOutOfRangeException	upperBound is less than or equal to 0.

Sample(IRandomSource, Double, Double)

public static double Sample(
	IRandomSource random,
	double lowerBound,
	double upperBound
)

Visual Basic

Public Shared Function Sample ( 
	random As IRandomSource,
	lowerBound As Double,
	upperBound As Double
) As Double

C++/CLI

public:
static double Sample(
	IRandomSource^ random, 
	double lowerBound, 
	double upperBound
)

static member Sample : 
        random : IRandomSource * 
        lowerBound : float * 
        upperBound : float -> float

Parameters

random IRandomSource
lowerBound Double
upperBound Double

Return Value

Double

Sample<TGenerator>(IRandomSource<TGenerator>, Double, Double)

public static double Sample<TGenerator>(
	IRandomSource<TGenerator> random,
	double lowerBound,
	double upperBound
)
where TGenerator : struct, new(), IRandomGenerator

Visual Basic

Public Shared Function Sample(Of TGenerator As {Structure, New, IRandomGenerator}) ( 
	random As IRandomSource(Of TGenerator),
	lowerBound As Double,
	upperBound As Double
) As Double

C++/CLI

public:
generic<typename TGenerator>
where TGenerator : value class, gcnew(), IRandomGenerator
static double Sample(
	IRandomSource<TGenerator>^ random, 
	double lowerBound, 
	double upperBound
)

static member Sample : 
        random : IRandomSource<'TGenerator> * 
        lowerBound : float * 
        upperBound : float -> float  when 'TGenerator : struct, new() and IRandomGenerator

Parameters

random IRandomSource<TGenerator>
lowerBound Double
upperBound Double

Type Parameters

TGenerator

Return Value

Double

Sample(Random, Double, Double)

Returns a single random sample from a continuous uniform distribution over the specified interval.

public static double Sample(
	Random random,
	double lowerBound,
	double upperBound
)

Visual Basic

Public Shared Function Sample ( 
	random As Random,
	lowerBound As Double,
	upperBound As Double
) As Double

C++/CLI

public:
static double Sample(
	Random^ random, 
	double lowerBound, 
	double upperBound
)

static member Sample : 
        random : Random * 
        lowerBound : float * 
        upperBound : float -> float

Parameters

random Random: The Random derived random number generator used to generate the sample.
lowerBound Double: The lower bound of the interval.
upperBound Double: The upper bound of the interval.

Return Value

Double
A double-precision floating-point number from the distribution.

Remarks

Exceptions

ArgumentNullException	random is null.
ArgumentOutOfRangeException	upperBound is less than or equal to lowerBound.

ContinuousUniformDistribution.Sample Method

Definition

Overload List

Sample<TGenerator>(TGenerator)

Parameters

Type Parameters

Return Value

Remarks

Sample(IRandomSource, Double)

Parameters

Return Value

Sample<TGenerator>(IRandomSource<TGenerator>, Double)

Parameters

Type Parameters

Return Value

Sample<TGenerator>(IRandomSource<TGenerator>, Span<Double>)

Parameters

Type Parameters

Remarks

Sample(Random, Double)

Parameters

Return Value

Remarks

Exceptions

Sample(IRandomSource, Double, Double)

Parameters

Return Value

Sample<TGenerator>(IRandomSource<TGenerator>, Double, Double)

Parameters

Type Parameters

Return Value

Sample(Random, Double, Double)

Parameters

Return Value

Remarks

Exceptions

See Also

Reference