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Public Member Functions | Protected Attributes | List of all members
python.uq.dists.Beta.Beta Class Reference
Inheritance diagram for python.uq.dists.Beta.Beta:

Public Member Functions

 __init__ (self, p, q, accLevel=0., width=1.)
 
 __str__ (self)
 
 alpha (self)
 
 beta (self)
 
 cdf (self, x)
 
 fromJson (cls, jsonObject)
 
 getBounds (self)
 
 getDim (self)
 
 mean (self)
 
 pdf (self, x)
 
 ppf (self, x)
 
 rvs (self, n=1)
 
 std (self)
 
 toJson (self)
 
 var (self)
 

Protected Attributes

 _dist
 

Detailed Description

The Beta distribution class

Constructor & Destructor Documentation

◆ __init__()

python.uq.dists.Beta.Beta.__init__ (   self,
  p,
  q,
  accLevel = 0.,
  width = 1. 
) 
Constructor
@param p: first design parameter
@param q: second design parameter
@param accLevel: lower boundary
@param width: width of the interval

References python.uq.dists.Beta.Beta.__init__(), python.uq.dists.Beta.Beta.__p, and python.uq.dists.Beta.Beta.__q.

Referenced by python.uq.dists.Beta.Beta.__init__().

Member Function Documentation

◆ __str__()

python.uq.dists.Beta.Beta.__str__ (   self)

References python.learner.TrainingSpecification.TrainingSpecification.__l, python.uq.dists.Beta.Beta.__l, python.uq.dists.Beta.Beta.__p, python.uq.dists.Beta.Beta.__q, and python.uq.dists.Beta.Beta.__width.

◆ alpha()

python.uq.dists.Beta.Beta.alpha (   self)

References python.uq.dists.Beta.Beta.__p.

Referenced by python.learner.Learner.Learner.doLearningIteration(), python.learner.Learner.Learner.learnData(), python.learner.Learner.Learner.learnDataWithTest(), python.uq.learner.Interpolant.Interpolant.learnDataWithTest(), python.uq.dists.SGDEdist.SGDEdist.pdf(), and python.uq.dists.SGDEdist.SGDEdist.toJson().

◆ beta()

python.uq.dists.Beta.Beta.beta (   self)

References python.uq.dists.Beta.Beta.__q.

◆ cdf()

python.uq.dists.Beta.Beta.cdf (   self,
  x 
)

References python.uq.dists.Beta.Beta._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist, python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, and python.uq.dists.Beta.Beta.cdf().

Referenced by python.uq.dists.Beta.Beta.cdf().

◆ fromJson()

python.uq.dists.Beta.Beta.fromJson (   cls,
  jsonObject 
) 
Restores the Beta object from the json object with its
attributes.

Arguments:
jsonObject -- json object

Return the restored UQSetting object

Referenced by python.learner.Learner.Learner.setMemento(), python.uq.analysis.asgc.ASGCKnowledge.ASGCKnowledge.setMemento(), python.uq.learner.Learner.Learner.setMemento(), python.uq.sampler.asgc.ASGCSampler.ASGCSampler.setMemento(), and python.uq.uq_setting.UQSetting.UQSetting.setMemento().

◆ getBounds()

python.uq.dists.Beta.Beta.getBounds (   self)

References python.learner.TrainingSpecification.TrainingSpecification.__l, python.uq.dists.Beta.Beta.__l, and python.uq.dists.Beta.Beta.__width.

Referenced by python.uq.dists.J.J.discretize(), and python.uq.dists.Dist.Dist.l2error().

◆ getDim()

python.uq.dists.Beta.Beta.getDim (   self)

Referenced by python.uq.dists.SGDEdist.SGDEdist.__str__(), python.uq.dists.Dist.Dist.cov(), python.uq.parameters.ParameterSet.ParameterSet.extractActiveSubset(), python.uq.dists.KDEDist.KDEDist.getBandwidths(), python.uq.dists.EstimatedDist.EstimatedDist.getBounds(), and python.uq.uq_setting.UQSetting.UQSetting.getDim().

◆ mean()

python.uq.dists.Beta.Beta.mean (   self)

References python.uq.dists.Beta.Beta._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist, python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, and python.uq.dists.Beta.Beta.mean().

Referenced by python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments(), python.uq.dists.Beta.Beta.mean(), python.uq.dists.LibAGFDist.LibAGFDist.var(), and python.uq.dists.SGDEdist.SGDEdist.var().

◆ pdf()

python.uq.dists.Beta.Beta.pdf (   self,
  x 
)

References python.uq.dists.Beta.Beta._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist, python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, and python.uq.dists.Beta.Beta.pdf().

Referenced by python.uq.dists.Dist.Dist.crossEntropy(), python.uq.dists.J.J.discretize(), python.uq.dists.Dist.Dist.klDivergence(), python.uq.dists.Dist.Dist.l2error(), and python.uq.dists.Beta.Beta.pdf().

◆ ppf()

python.uq.dists.Beta.Beta.ppf (   self,
  x 
)

References python.uq.dists.Beta.Beta._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist, python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, and python.uq.dists.Beta.Beta.ppf().

Referenced by python.uq.dists.Beta.Beta.ppf(), python.uq.dists.EstimatedDist.EstimatedDist.rvs(), python.uq.dists.NatafDist.NatafDist.rvs(), python.uq.dists.KDEDist.KDEDist.rvs(), and python.uq.dists.SGDEdist.SGDEdist.rvs().

◆ rvs()

python.uq.dists.Beta.Beta.rvs (   self,
  n = 1 
)

References python.uq.dists.Beta.Beta._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist, python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, and python.uq.dists.Beta.Beta.rvs().

Referenced by python.uq.dists.Beta.Beta.rvs().

◆ std()

python.uq.dists.Beta.Beta.std (   self)

References python.uq.dists.Beta.Beta._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist, python.uq.parameters.UncertainParameter.UncertainParameter._dist, and python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist.

◆ toJson()

python.uq.dists.Beta.Beta.toJson (   self) 
Returns a string that represents the object

Arguments:

Return A string that represents the object

Referenced by python.uq.sampler.asgc.ASGCSampler.ASGCSampler.__str__(), python.uq.uq_setting.UQSetting.UQSetting.__str__(), python.uq.analysis.asgc.ASGCKnowledge.ASGCKnowledge.createMemento(), python.uq.sampler.asgc.ASGCSampler.ASGCSampler.createMemento(), and python.uq.uq_setting.UQSetting.UQSetting.createMemento().

◆ var()

python.uq.dists.Beta.Beta.var (   self)

References python.uq.dists.Beta.Beta._dist, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Normal.Normal._dist, python.uq.dists.TNormal.TNormal._dist, python.uq.dists.Uniform.Uniform._dist, python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor._dist, python.uq.parameters.UncertainParameter.UncertainParameter._dist, python.uq.transformation.RosenblattTransformation.RosenblattTransformation._dist, and python.uq.dists.Beta.Beta.var().

Referenced by python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments(), python.uq.dists.Dist.Dist.cov(), python.uq.dists.DataDist.DataDist.std(), python.uq.dists.Dist.Dist.std(), python.uq.dists.J.J.std(), and python.uq.dists.Beta.Beta.var().

Member Data Documentation

◆ _dist

python.uq.dists.Beta.Beta._dist
protected

Referenced by python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.andGetResult(), python.uq.dists.Beta.Beta.cdf(), python.uq.dists.Lognormal.Lognormal.cdf(), python.uq.dists.Normal.Normal.cdf(), python.uq.dists.TNormal.TNormal.cdf(), python.uq.dists.Uniform.Uniform.cdf(), python.uq.parameters.UncertainParameter.UncertainParameter.getCount(), python.uq.parameters.UncertainParameter.UncertainParameter.getDistribution(), python.uq.transformation.RosenblattTransformation.RosenblattTransformation.getSize(), python.uq.dists.Beta.Beta.mean(), python.uq.dists.Uniform.Uniform.mean(), python.uq.dists.Beta.Beta.pdf(), python.uq.dists.Lognormal.Lognormal.pdf(), python.uq.dists.Normal.Normal.pdf(), python.uq.dists.TNormal.TNormal.pdf(), python.uq.dists.Uniform.Uniform.pdf(), python.uq.dists.Beta.Beta.ppf(), python.uq.dists.Lognormal.Lognormal.ppf(), python.uq.dists.Normal.Normal.ppf(), python.uq.dists.TNormal.TNormal.ppf(), python.uq.dists.Uniform.Uniform.ppf(), python.uq.transformation.RosenblattTransformation.RosenblattTransformation.probabilisticToUnit(), python.uq.dists.Beta.Beta.rvs(), python.uq.dists.Lognormal.Lognormal.rvs(), python.uq.dists.Normal.Normal.rvs(), python.uq.dists.TNormal.TNormal.rvs(), python.uq.dists.Uniform.Uniform.rvs(), python.uq.parameters.UncertainParameter.UncertainParameter.setDistribution(), python.uq.dists.Beta.Beta.std(), python.uq.dists.Uniform.Uniform.std(), python.uq.transformation.RosenblattTransformation.RosenblattTransformation.toJson(), python.uq.transformation.RosenblattTransformation.RosenblattTransformation.unitToProbabilistic(), python.uq.dists.Beta.Beta.var(), python.uq.dists.Uniform.Uniform.var(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withBetaDistribution(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withDistribution(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withLinearTransformation(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withLognormalDistribution(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withMultivariateNormalDistribution(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withNormalDistribution(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withRosenblattTransformation(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withSampleDistribution(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withTLognormalDistribution(), python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withTNormalDistribution(), and python.uq.parameters.ParameterDescriptor.UncertainParameterDesciptor.withUniformDistribution().

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