cmp::distribution::UniformDistribution Class Reference

#include <distribution.h>

Inheritance diagram for cmp::distribution::UniformDistribution:

Collaboration diagram for cmp::distribution::UniformDistribution:

Public Member Functions
	UniformDistribution (double a, double b)
	UniformDistribution ()=default
double	logPDF (const double &x) const
double	dLogPDF (const double &x) const
double	ddLogPDF (const double &x) const
double	CDF (const double &x) const
double	quantile (const double &p) const
double	sample (std::default_random_engine &rng)
void	setLowerBound (double a)
void	setUpperBound (double b)
Public Member Functions inherited from cmp::distribution::UnivariateDistribution< UniformDistribution >
double	logPDF (const double &x) const
	Computes the log probability density function (log-PDF) of the distribution.
double	dLogPDF (const double &x) const
	Computes the first derivative of the log-PDF.
double	ddLogPDF (const double &x) const
	Computes the second derivative of the log-PDF.
double	CDF (const double &x) const
	Computes the cumulative distribution function (CDF).
double	quantile (const double &p) const
	Computes the quantile function (inverse CDF).
double	sample (std::default_random_engine &rng)
	Draws a single pseudo-random sample from the distribution.

Private Attributes
double	lowerBound_ {0.0}
	Lower bound parameter.
double	upperBound_ {1.0}
	Upper bound parameter.
std::uniform_real_distribution< double >	distU_ {0., 1.}
	Uniform distribution generator helper.

Constructor & Destructor Documentation

UniformDistribution() [1/2]

cmp::distribution::UniformDistribution::UniformDistribution ( double  a, double  b  )

inline

UniformDistribution() [2/2]

cmp::distribution::UniformDistribution::UniformDistribution ( )

default

Member Function Documentation

CDF()

double cmp::distribution::UniformDistribution::CDF ( const double &  x ) const

inline

ddLogPDF()

double cmp::distribution::UniformDistribution::ddLogPDF ( const double &  x ) const

inline

dLogPDF()

double cmp::distribution::UniformDistribution::dLogPDF ( const double &  x ) const

inline

logPDF()

double cmp::distribution::UniformDistribution::logPDF ( const double &  x ) const

inline

quantile()

double cmp::distribution::UniformDistribution::quantile ( const double &  p ) const

inline

sample()

double cmp::distribution::UniformDistribution::sample ( std::default_random_engine &  rng )

inline

setLowerBound()

void cmp::distribution::UniformDistribution::setLowerBound ( double  a )

inline

setUpperBound()

void cmp::distribution::UniformDistribution::setUpperBound ( double  b )

inline

Member Data Documentation

distU_

std::uniform_real_distribution<double> cmp::distribution::UniformDistribution::distU_ {0., 1.}

private

Uniform distribution generator helper.

lowerBound_

double cmp::distribution::UniformDistribution::lowerBound_ {0.0}

private

Lower bound parameter.

upperBound_

double cmp::distribution::UniformDistribution::upperBound_ {1.0}

private

Upper bound parameter.

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The documentation for this class was generated from the following file:

• include/distribution.h