DistributionFactoryResult¶
- class DistributionFactoryResult(*args)¶
Results of distribution estimation.
This class is the result of a distribution estimation through a
DistributionFactory
.- Parameters:
- distribution
Distribution
The estimated distribution.
- parameterDistribution
Distribution
The distribution of the parameter.
- distribution
See also
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
Accessor to the object's name.
Accessor to the estimated distribution.
getName
()Accessor to the object's name.
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:
- distribution
Distribution
The estimated distribution.
- distribution
- getName()¶
Accessor to the object’s name.
- Returns:
- namestr
The name of the object.
- getParameterDistribution()¶
Accessor to the distribution of the parameter.
- Returns:
- parameterDistribution
Distribution
The distribution of the parameter.
- parameterDistribution
- hasName()¶
Test if the object is named.
- Returns:
- hasNamebool
True if the name is not empty.
- setDistribution(distribution)¶
Accessor to the estimated distribution.
- Parameters:
- distribution
Distribution
The estimated distribution.
- 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:
- parameterDistribution
Distribution
The distribution of the parameter.
- parameterDistribution
Examples using the class¶
Get the asymptotic distribution of the estimators