DistributionFactoryResult

class DistributionFactoryResult(*args)

Results of distribution estimation.

This class is the result of a distribution estimation through a DistributionFactory.

Parameters:

distributionDistribution

The estimated distribution.

parameterDistributionDistribution

The distribution of the parameter.

See also

DistributionFactory

Examples

We demonstrate the method on a Beta Distribution.

Create a sample from a Beta distribution:

>>> import openturns as ot
>>> sample = ot.Beta().getSample(10)
>>> ot.ResourceMap.SetAsUnsignedInteger('DistributionFactory-DefaultBootstrapSize', 100)

Fit a Beta distribution and create a DistributionFactory:

>>> fittedRes = ot.BetaFactory().buildEstimator(sample)

Get the fitted Beta distribution and its parameters:

>>> fittedBeta =  fittedRes.getDistribution()

Get the asymptotic parameters distribution:

>>> paramDist = fittedRes.getParameterDistribution()

Methods

getClassName()	Accessor to the object's name.
getDistribution()	Accessor to the estimated distribution.
getName()	Accessor to the object's name.
getParameterDistribution()	Accessor to the distribution of the parameter.
hasName()	Test if the object is named.
setDistribution(distribution)	Accessor to the estimated distribution.
setName(name)	Accessor to the object's name.
setParameterDistribution(parameterDistribution)	Accessor to the distribution of the parameter.

__init__(*args)

getClassName()

Accessor to the object’s name.

Returns:

class_namestr

The object class name (object.__class__.__name__).

getDistribution()

Accessor to the estimated distribution.

Returns:

distributionDistribution

The estimated distribution.

getName()

Accessor to the object’s name.

Returns:

namestr

The name of the object.

getParameterDistribution()

Accessor to the distribution of the parameter.

Returns:

parameterDistributionDistribution

The distribution of the parameter.

hasName()

Test if the object is named.

Returns:

hasNamebool

True if the name is not empty.

setDistribution(distribution)

Accessor to the estimated distribution.

Parameters:

distributionDistribution

The estimated distribution.

setName(name)

Accessor to the object’s name.

Parameters:

namestr

The name of the object.

setParameterDistribution(parameterDistribution)

Accessor to the distribution of the parameter.

Parameters:

parameterDistributionDistribution

The distribution of the parameter.

Examples using the class

Get the asymptotic distribution of the estimators

Get the asymptotic distribution of the estimators