python.uq.dists.Beta.Beta Class Reference

Inheritance diagram for python.uq.dists.Beta.Beta:

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

Detailed Description

The Beta distribution class

Constructor & Destructor Documentation

__init__()

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

Member Function Documentation

__str__()

def 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()

def python.uq.dists.Beta.Beta.alpha

(

self

)

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

Referenced by python.learner.Classifier.Classifier.refineGrid().

beta()

def python.uq.dists.Beta.Beta.beta

(

self

)

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

cdf()

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

References python.uq.dists.Beta.Beta._dist.

fromJson()

def 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.uq.sampler.asgc.ASGCSampler.ASGCSampler.setMemento(), python.uq.learner.Learner.Learner.setMemento(), and python.uq.uq_setting.UQSetting.UQSetting.setMemento().

getBounds()

def 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()

def 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()

def python.uq.dists.Beta.Beta.mean

(

self

)

References python.uq.dists.Beta.Beta._dist.

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

pdf()

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

References python.uq.dists.Beta.Beta._dist.

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

ppf()

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

References python.uq.dists.Beta.Beta._dist.

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

rvs()

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

References python.uq.dists.Beta.Beta._dist.

std()

def python.uq.dists.Beta.Beta.std

(

self

)

References python.uq.dists.Beta.Beta._dist.

toJson()

def 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.sampler.asgc.ASGCSampler.ASGCSampler.createMemento(), and python.uq.uq_setting.UQSetting.UQSetting.createMemento().

var()

def python.uq.dists.Beta.Beta.var

(

self

)

References python.uq.dists.Beta.Beta._dist.

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

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

• datadriven/python/uq/dists/Beta.py