stochastic::NormalDistribution Class Reference

#include <normal_dist.h>

Inheritance diagram for stochastic::NormalDistribution:

Collaboration diagram for stochastic::NormalDistribution:

Public Member Functions
	NormalDistribution ()=delete
	NormalDistribution (double mean, double std_dev)
virtual	~NormalDistribution ()
std::string	name () const override
std::vector< double >	cumulative_dist_func (const std::vector< double > &locations) const override
std::vector< double >	inv_cumulative_dist_func (const std::vector< double > &probabilities) const override
Public Member Functions inherited from stochastic::Distribution
	Distribution ()=default
virtual	~Distribution ()
	Distribution (const Distribution &)=delete
Distribution &	operator= (const Distribution &)=delete

Protected Attributes
double	mean_
double	std_dev_
boost::math::normal	distribution_

Detailed Description

Normal distribution

Definition at line 13 of file normal_dist.h.

Constructor & Destructor Documentation

stochastic::NormalDistribution::NormalDistribution ( )

delete

Construct standard normal distribution

stochastic::NormalDistribution::NormalDistribution	(	double	mean,
		double	std_dev
	)

Construct normal distribution with specified mean and standard deviation

Parameters

[in]	mean	Mean of distribution
[in]	std_dev	Standard deviation of distribution

Definition at line 5 of file normal_dist.cc.

virtual stochastic::NormalDistribution::~NormalDistribution ( )

inlinevirtual

Virtual destructor

Definition at line 31 of file normal_dist.h.

Member Function Documentation

std::vector< double > stochastic::NormalDistribution::cumulative_dist_func ( const std::vector< double > &  locations ) const

overridevirtual

Compute the cumulative distribution function (CDF) of the distribution at specified input locations

Parameters

[in]

locations

Vector containing locations at which to calculate CDF

Returns

Vector of evaluated values of CDF at input locations

Implements stochastic::Distribution.

Definition at line 12 of file normal_dist.cc.

std::vector< double > stochastic::NormalDistribution::inv_cumulative_dist_func ( const std::vector< double > &  probabilities ) const

overridevirtual

Compute the inverse cumulative distribution function (ICDF) of the distribution at specified input locations

Parameters

[in]

probabilities

Vector containing probabilities at which to calculate ICDF

Returns

Vector of evaluated values of ICDF at input locations

Implements stochastic::Distribution.

Definition at line 23 of file normal_dist.cc.

std::string stochastic::NormalDistribution::name ( ) const

inlineoverridevirtual

Get the name of the distribution model

Returns

Model name as a string

Implements stochastic::Distribution.

Definition at line 37 of file normal_dist.h.

Member Data Documentation

boost::math::normal stochastic::NormalDistribution::distribution_

protected

Normal distribution

Definition at line 62 of file normal_dist.h.

double stochastic::NormalDistribution::mean_

protected

Distribution mean

Definition at line 60 of file normal_dist.h.

double stochastic::NormalDistribution::std_dev_

protected

Distribution standard deviation

Definition at line 61 of file normal_dist.h.

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

• include/normal_dist.h
• src/normal_dist.cc