#include <distribution.h>
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| | BetaDistribution (double alpha, double beta) |
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| | BetaDistribution ()=default |
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| double | logPDF (const double &x) const |
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| double | dLogPDF (const double &x) const |
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| double | ddLogPDF (const double &x) const |
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| double | CDF (const double &x) const |
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| double | quantile (const double &p) const |
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| double | sample (std::default_random_engine &rng) |
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| void | setAlpha (double alpha) |
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| void | setBeta (double beta) |
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| double | getAlpha () const |
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| double | getBeta () const |
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| double | logPDF (const double &x) const |
| | Computes the log probability density function (log-PDF) of the distribution.
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| double | dLogPDF (const double &x) const |
| | Computes the first derivative of the log-PDF.
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| double | ddLogPDF (const double &x) const |
| | Computes the second derivative of the log-PDF.
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| double | CDF (const double &x) const |
| | Computes the cumulative distribution function (CDF).
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| double | quantile (const double &p) const |
| | Computes the quantile function (inverse CDF).
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| double | sample (std::default_random_engine &rng) |
| | Draws a single pseudo-random sample from the distribution.
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| double | alpha_ |
| | Shape parameter alpha.
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| double | beta_ |
| | Scale parameter beta.
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| std::gamma_distribution< double > | distGammaAlpha_ |
| | Gamma distribution shape-alpha helper.
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| std::gamma_distribution< double > | distGammaBeta_ |
| | Gamma distribution shape-beta helper.
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◆ BetaDistribution() [1/2]
| cmp::distribution::BetaDistribution::BetaDistribution |
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double |
alpha, |
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double |
beta |
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) |
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inline |
◆ BetaDistribution() [2/2]
| cmp::distribution::BetaDistribution::BetaDistribution |
( |
| ) |
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default |
◆ CDF()
| double cmp::distribution::BetaDistribution::CDF |
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const double & |
x | ) |
const |
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inline |
◆ ddLogPDF()
| double cmp::distribution::BetaDistribution::ddLogPDF |
( |
const double & |
x | ) |
const |
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inline |
◆ dLogPDF()
| double cmp::distribution::BetaDistribution::dLogPDF |
( |
const double & |
x | ) |
const |
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inline |
◆ getAlpha()
| double cmp::distribution::BetaDistribution::getAlpha |
( |
| ) |
const |
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inline |
◆ getBeta()
| double cmp::distribution::BetaDistribution::getBeta |
( |
| ) |
const |
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inline |
◆ logPDF()
| double cmp::distribution::BetaDistribution::logPDF |
( |
const double & |
x | ) |
const |
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inline |
◆ quantile()
| double cmp::distribution::BetaDistribution::quantile |
( |
const double & |
p | ) |
const |
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inline |
◆ sample()
| double cmp::distribution::BetaDistribution::sample |
( |
std::default_random_engine & |
rng | ) |
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inline |
◆ setAlpha()
| void cmp::distribution::BetaDistribution::setAlpha |
( |
double |
alpha | ) |
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inline |
◆ setBeta()
| void cmp::distribution::BetaDistribution::setBeta |
( |
double |
beta | ) |
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inline |
◆ alpha_
| double cmp::distribution::BetaDistribution::alpha_ |
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private |
◆ beta_
| double cmp::distribution::BetaDistribution::beta_ |
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private |
◆ distGammaAlpha_
| std::gamma_distribution<double> cmp::distribution::BetaDistribution::distGammaAlpha_ |
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private |
Gamma distribution shape-alpha helper.
◆ distGammaBeta_
| std::gamma_distribution<double> cmp::distribution::BetaDistribution::distGammaBeta_ |
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private |
Gamma distribution shape-beta helper.
The documentation for this class was generated from the following file:
Public Member Functions inherited from cmp::distribution::UnivariateDistribution< BetaDistribution >