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

Public Member Functions
def	__init__ (self, mu, sigma, a, b)

def	__str__ (self)

def	by_alpha (cls, mu, sigma, alpha, args, kws)

def	by_range (cls, args, kws)

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 Log-normal distribution

Constructor & Destructor Documentation

◆ init()

def python.uq.dists.Lognormal.Lognormal.__init__	(	self,
		mu,
		sigma,
		a,
		b
	)

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.Lognormal.Lognormal.__linearTrans, python.uq.dists.Lognormal.Lognormal.__mu, python.uq.dists.Lognormal.Lognormal.__sigma, python.uq.dists.Lognormal.Lognormal._dist, python.uq.dists.Beta.Beta._dist, and python.uq.dists.Lognormal.Lognormal.cdf().

Member Function Documentation

◆ str()

def python.uq.dists.Lognormal.Lognormal.__str__ ( self )

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.Lognormal.Lognormal.__mu, and python.uq.dists.Lognormal.Lognormal.__sigma.

◆ by_alpha()

def python.uq.dists.Lognormal.Lognormal.by_alpha	(	cls,
		mu,
		sigma,
		alpha,
		args,
		kws
	)

Constructor given a confidence value
@param mu: expectation value
@param sigma: standard deviation
@param alpha: significance level

◆ by_range()

def python.uq.dists.Lognormal.Lognormal.by_range	(	cls,
		args,
		kws
	)

Constructor given a interval

◆ cdf()

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

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.Lognormal.Lognormal.__linearTrans, python.uq.dists.Lognormal.Lognormal._dist, and python.uq.dists.Beta.Beta._dist.

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

◆ fromJson()

def python.uq.dists.Lognormal.Lognormal.fromJson	(	cls,
		jsonObject
	)

Restores the Lognormal object from the json object with its
attributes.
@param 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.Lognormal.Lognormal.getBounds ( self )

References python.uq.dists.Lognormal.Lognormal.__a, and python.uq.dists.Lognormal.Lognormal.__b.

◆ getDim()

def python.uq.dists.Lognormal.Lognormal.getDim ( self )

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

◆ mean()

def python.uq.dists.Lognormal.Lognormal.mean ( self )

References python.uq.dists.Lognormal.Lognormal.__mu.

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

◆ pdf()

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

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.Lognormal.Lognormal._dist, and python.uq.dists.Beta.Beta._dist.

◆ ppf()

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

References python.uq.dists.Lognormal.Lognormal.__linearTrans, python.uq.dists.Lognormal.Lognormal._dist, and python.uq.dists.Beta.Beta._dist.

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

◆ rvs()

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

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.Lognormal.Lognormal._dist, and python.uq.dists.Beta.Beta._dist.

◆ std()

def python.uq.dists.Lognormal.Lognormal.std ( self )

References python.uq.dists.Lognormal.Lognormal.__sigma.

◆ toJson()

def python.uq.dists.Lognormal.Lognormal.toJson ( self )

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.Lognormal.Lognormal.var ( self )