python.uq.dists.TLognormal.TLognormal Class Reference

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

Public Member Functions
	__init__ (self, mu, sigma, a, b)
	__str__ (self)
	fromJson (cls, jsonObject)
	getDim (self)
	pdf (self, x)
	toJson (self)

Public Attributes
	inv_phi_width
	mu
	phi_lwr
	phi_upr
	phi_width
	sigma

Detailed Description

The truncated Log-normal distribution

Constructor & Destructor Documentation

__init__()

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

References python.uq.dists.TLognormal.TLognormal.__init__().

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

Member Function Documentation

__str__()

python.uq.dists.TLognormal.TLognormal.__str__

(

self

)

References python.uq.dists.Lognormal.Lognormal.__a, python.uq.dists.MultivariateNormal.MultivariateNormal.__a, python.uq.dists.Normal.Normal.__a, python.uq.dists.TLognormal.TLognormal.__a, python.uq.dists.TNormal.TNormal.__a, python.uq.dists.Uniform.Uniform.__a, python.uq.transformation.LinearTransformation.LinearTransformation.__a, python.uq.dists.Lognormal.Lognormal.__b, python.uq.dists.MultivariateNormal.MultivariateNormal.__b, python.uq.dists.Normal.Normal.__b, python.uq.dists.TLognormal.TLognormal.__b, python.uq.dists.TNormal.TNormal.__b, python.uq.dists.Uniform.Uniform.__b, python.uq.transformation.LinearTransformation.LinearTransformation.__b, python.uq.dists.Lognormal.Lognormal.__mu, python.uq.dists.MultivariateNormal.MultivariateNormal.__mu, python.uq.dists.Normal.Normal.__mu, python.uq.dists.TLognormal.TLognormal.__mu, python.uq.dists.TNormal.TNormal.__mu, python.uq.dists.Lognormal.Lognormal.__sigma, python.uq.dists.Normal.Normal.__sigma, python.uq.dists.TLognormal.TLognormal.__sigma, and python.uq.dists.TNormal.TNormal.__sigma.

fromJson()

python.uq.dists.TLognormal.TLognormal.fromJson	(		cls,
			jsonObject
	)

Restores the TLognormal object from the json object with its
attributes.
@param 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().

getDim()

python.uq.dists.TLognormal.TLognormal.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().

pdf()

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

References python.uq.dists.TLognormal.TLognormal.inv_phi_width, and python.uq.dists.TLognormal.TLognormal.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.TLognormal.TLognormal.pdf().

toJson()

python.uq.dists.TLognormal.TLognormal.toJson

(

self

)

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().

Member Data Documentation

inv_phi_width

python.uq.dists.TLognormal.TLognormal.inv_phi_width

Referenced by python.uq.dists.TLognormal.TLognormal.pdf().

mu

python.uq.dists.TLognormal.TLognormal.mu

phi_lwr

python.uq.dists.TLognormal.TLognormal.phi_lwr

phi_upr

python.uq.dists.TLognormal.TLognormal.phi_upr

phi_width

python.uq.dists.TLognormal.TLognormal.phi_width

sigma

python.uq.dists.TLognormal.TLognormal.sigma

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

• datadriven/python/uq/dists/TLognormal.py