C# Class Accord.Statistics.Distributions.Univariate.PowerLognormalDistribution

Inheritance: UnivariateContinuousDistribution

Show file Open project: accord-net/framework Class Usage Examples

Public Methods

Method	Description
Clone ( ) : object	Creates a new object that is a copy of the current instance.
ComplementaryDistributionFunction ( double x ) : double	Gets the complementary cumulative distribution function (ccdf) for this distribution evaluated at point `x`. This function is also known as the Survival function.
CumulativeHazardFunction ( double x ) : double	Gets the cumulative hazard function for this distribution evaluated at point `x`.
DistributionFunction ( double x ) : double	Gets the cumulative distribution function (cdf) for this distribution evaluated at point `x`.
HazardFunction ( double x ) : double	Gets the hazard function, also known as the failure rate or the conditional failure density function for this distribution evaluated at point `x`.
InverseDistributionFunction ( double p ) : double	Gets the inverse of the cumulative distribution function (icdf) for this distribution evaluated at probability `p`. This function is also known as the Quantile function.
PowerLognormalDistribution ( [ power, [ shape ) : System	Constructs a Power Lognormal distribution with the given power and shape parameters.
ProbabilityDensityFunction ( double x ) : double	Gets the probability density function (pdf) for this distribution evaluated at point `x`.
ToString ( string format, IFormatProvider formatProvider ) : string	Returns a System.String that represents this instance.

Private Methods

Method	Description
initialize ( double power, double sigma ) : void

Method Details

Clone() public method

Creates a new object that is a copy of the current instance.

public Clone ( ) : object
return	object

ComplementaryDistributionFunction() public method

Gets the complementary cumulative distribution function (ccdf) for this distribution evaluated at point x. This function is also known as the Survival function.

public ComplementaryDistributionFunction ( double x ) : double
x	double	A single point in the distribution range.
return	double

CumulativeHazardFunction() public method

Gets the cumulative hazard function for this distribution evaluated at point x.

public CumulativeHazardFunction ( double x ) : double
x	double	A single point in the distribution range.
return	double

DistributionFunction() public method

Gets the cumulative distribution function (cdf) for this distribution evaluated at point x.

public DistributionFunction ( double x ) : double
x	double	A single point in the distribution range.
return	double

HazardFunction() public method

Gets the hazard function, also known as the failure rate or the conditional failure density function for this distribution evaluated at point x.

public HazardFunction ( double x ) : double
x	double	A single point in the distribution range.
return	double

InverseDistributionFunction() public method

Gets the inverse of the cumulative distribution function (icdf) for this distribution evaluated at probability p. This function is also known as the Quantile function.

public InverseDistributionFunction ( double p ) : double
p	double	A probability value between 0 and 1.
return	double

PowerLognormalDistribution() public method

Constructs a Power Lognormal distribution with the given power and shape parameters.

public PowerLognormalDistribution ( [ power, [ shape ) : System
power	[	The distribution's power p.
shape	[	The distribution's shape σ.
return	System

ProbabilityDensityFunction() public method

Gets the probability density function (pdf) for this distribution evaluated at point x.

public ProbabilityDensityFunction ( double x ) : double
x	double	A single point in the distribution range.
return	double

ToString() public method

Returns a System.String that represents this instance.

public ToString ( string format, IFormatProvider formatProvider ) : string
format	string
formatProvider	IFormatProvider
return	string