cmp::distribution::SmoothUniformDistribution Class Reference

#include <distribution.h>

Inheritance diagram for cmp::distribution::SmoothUniformDistribution:

Collaboration diagram for cmp::distribution::SmoothUniformDistribution:

Public Member Functions
	SmoothUniformDistribution (double lowerBound, double upperBound, double sigma)
	SmoothUniformDistribution ()=default
double	logPDF (const double &x) const
double	dLogPDF (const double &x) const
double	ddLogPDF (const double &x) const
double	CDF (const double &t) const
double	quantile (const double &p) const
double	sample (std::default_random_engine &rng)
void	setLowerBound (double a)
void	setUpperBound (double b)
void	setStd (double sigma)
Public Member Functions inherited from cmp::distribution::UnivariateDistribution< SmoothUniformDistribution >
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_
	Lower boundary.
double	upperBound_
	Upper boundary.
double	std_
	Standard deviation of smoothing Gaussian.
std::uniform_real_distribution< double >	distU_
	Uniform generator helper.
std::normal_distribution< double >	distN_
	Normal generator helper.

Constructor & Destructor Documentation

SmoothUniformDistribution() [1/2]

cmp::distribution::SmoothUniformDistribution::SmoothUniformDistribution ( double  lowerBound, double  upperBound, double  sigma  )

inline

SmoothUniformDistribution() [2/2]

cmp::distribution::SmoothUniformDistribution::SmoothUniformDistribution ( )

default

Member Function Documentation

CDF()

double cmp::distribution::SmoothUniformDistribution::CDF ( const double &  t ) const

inline

ddLogPDF()

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

inline

dLogPDF()

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

inline

logPDF()

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

inline

quantile()

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

inline

sample()

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

inline

setLowerBound()

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

inline

setStd()

void cmp::distribution::SmoothUniformDistribution::setStd ( double  sigma )

inline

setUpperBound()

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

inline

Member Data Documentation

distN_

std::normal_distribution<double> cmp::distribution::SmoothUniformDistribution::distN_

private

Normal generator helper.

distU_

std::uniform_real_distribution<double> cmp::distribution::SmoothUniformDistribution::distU_

private

Uniform generator helper.

lowerBound_

double cmp::distribution::SmoothUniformDistribution::lowerBound_

private

Lower boundary.

std_

double cmp::distribution::SmoothUniformDistribution::std_

private

Standard deviation of smoothing Gaussian.

upperBound_

double cmp::distribution::SmoothUniformDistribution::upperBound_

private

Upper boundary.

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

• include/distribution.h