Logo Search packages:      
Sourcecode: openturns version File versions  Download package

Public Types | Public Member Functions | Static Public Attributes | Protected Member Functions | Protected Attributes | Private Member Functions | Private Attributes | Friends

OpenTURNS::Uncertainty::Distribution::KernelMixture Class Reference

#include <KernelMixture.hxx>

Inheritance diagram for OpenTURNS::Uncertainty::Distribution::KernelMixture:
Inheritance graph
[legend]
Collaboration diagram for OpenTURNS::Uncertainty::Distribution::KernelMixture:
Collaboration graph
[legend]

List of all members.

Public Types

typedef
Base::Stat::CorrelationMatrix 
CorrelationMatrix
typedef
NonEllipticalDistribution::CovarianceMatrix 
CovarianceMatrix
typedef Base::Type::Description Description
typedef Model::Distribution Distribution
typedef Base::Graph::Graph Graph
typedef
NonEllipticalDistribution::Implementation 
Implementation
typedef
NonEllipticalDistribution::Indices 
Indices
typedef
DistributionImplementation::InternalException 
InternalException
typedef Base::Type::Interval Interval
typedef
NonEllipticalDistribution::InvalidArgumentException 
InvalidArgumentException
typedef
ContinuousDistribution::InvalidDimensionException 
InvalidDimensionException
typedef
ContinuousDistribution::InverseIsoProbabilisticTransformation 
InverseIsoProbabilisticTransformation
typedef
ContinuousDistribution::IsoProbabilisticTransformation 
IsoProbabilisticTransformation
typedef
Model::NonEllipticalDistribution 
NonEllipticalDistribution
typedef
NonEllipticalDistribution::NotDefinedException 
NotDefinedException
typedef
NonEllipticalDistribution::NumericalPoint 
NumericalPoint
typedef
UsualDistribution::NumericalPointCollection 
NumericalPointCollection
typedef
Base::Type::NumericalPointWithDescription 
NumericalPointWithDescription
typedef
NonEllipticalDistribution::NumericalPointWithDescriptionCollection 
NumericalPointWithDescriptionCollection
typedef
NonEllipticalDistribution::NumericalSample 
NumericalSample
typedef Base::Type::SquareMatrix SquareMatrix
typedef
NonEllipticalDistribution::StorageManager 
StorageManager
typedef Base::Type::SymmetricMatrix SymmetricMatrix

Public Member Functions

virtual KernelMixtureclone () const
virtual NumericalScalar computeCDF (const NumericalScalar scalar, const Bool tail=false) const
virtual NumericalSample computeCDF (const NumericalSample &sample, const Bool tail=false) const
virtual NumericalScalar computeCDF (const NumericalPoint &point, const Bool tail=false) const
virtual NumericalPoint computeCDFGradient (const NumericalPoint &point) const
virtual NumericalComplex computeCharacteristicFunction (const NumericalPoint &point) const
virtual NumericalComplex computeCharacteristicFunction (const NumericalScalar x) const
NumericalScalar computeConditionalCDF (const NumericalScalar x, const NumericalPoint &y) const
virtual NumericalScalar computeConditionalDDF (const NumericalScalar x, const NumericalPoint &y) const
virtual NumericalScalar computeConditionalPDF (const NumericalScalar x, const NumericalPoint &y) const
virtual NumericalScalar computeConditionalQuantile (const NumericalScalar q, const NumericalPoint &y) const
virtual NumericalScalar computeDDF (const NumericalScalar scalar) const
virtual NumericalSample computeDDF (const NumericalSample &sample) const
virtual NumericalPoint computeDDF (const NumericalPoint &point) const
virtual NumericalScalar computeDensityGenerator (const NumericalScalar betaSquare) const
virtual NumericalScalar computeDensityGeneratorDerivative (const NumericalScalar betaSquare) const
virtual NumericalScalar computeDensityGeneratorSecondDerivative (const NumericalScalar betaSquare) const
virtual NumericalScalar computePDF (const NumericalScalar scalar) const
virtual NumericalSample computePDF (const NumericalSample &sample) const
virtual NumericalScalar computePDF (const NumericalPoint &point) const
virtual NumericalPoint computePDFGradient (const NumericalPoint &point) const
virtual NumericalScalar computeProbability (const Interval &interval) const
virtual NumericalPoint computeQuantile (const NumericalScalar prob) const
virtual NumericalScalar computeRadialDistributionCDF (const NumericalScalar radius) const
virtual Graph drawCDF () const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawCDF (const NumericalScalar xMin, const NumericalScalar xMax, const UnsignedLong pointNumber=DefaultPointNumber) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawCDF (const UnsignedLong pointNumber) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawCDF (const NumericalPoint &xMin, const NumericalPoint &xMax, const NumericalPoint &pointNumber) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawCDF (const NumericalPoint &xMin, const NumericalPoint &xMax) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawCDF (const NumericalPoint &pointNumber) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawMarginal1DCDF (const UnsignedLong marginalIndex, const NumericalScalar xMin, const NumericalScalar xMax, const UnsignedLong pointNumber) const throw (InvalidArgumentException)
virtual Graph drawMarginal1DPDF (const UnsignedLong marginalIndex, const NumericalScalar xMin, const NumericalScalar xMax, const UnsignedLong pointNumber) const throw (InvalidArgumentException)
virtual Graph drawMarginal2DCDF (const UnsignedLong firstMarginal, const UnsignedLong secondMarginal, const NumericalPoint &xMin, const NumericalPoint &xMax, const NumericalPoint &pointNumber) const throw (InvalidArgumentException)
virtual Graph drawMarginal2DPDF (const UnsignedLong firstMarginal, const UnsignedLong secondMarginal, const NumericalPoint &xMin, const NumericalPoint &xMax, const NumericalPoint &pointNumber) const throw (InvalidArgumentException)
virtual Graph drawPDF () const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawPDF (const NumericalScalar xMin, const NumericalScalar xMax, const UnsignedLong pointNumber=DefaultPointNumber) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawPDF (const UnsignedLong pointNumber) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawPDF (const NumericalPoint &pointNumber) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawPDF (const NumericalPoint &xMin, const NumericalPoint &xMax) const throw (InvalidDimensionException, InvalidArgumentException)
virtual Graph drawPDF (const NumericalPoint &xMin, const NumericalPoint &xMax, const NumericalPoint &pointNumber) const throw (InvalidDimensionException, InvalidArgumentException)
NumericalPoint getBandwidth () const
NumericalScalar getCDFEpsilon () const
virtual Implementation getCopula () const
CovarianceMatrix getCovariance () const throw (NotDefinedException)
Description getDescription () const
UnsignedLong getDimension () const
NumericalScalar getDispersionIndicator () const
NumericalSample getGaussNodesAndWeights () const
Id getId () const
UnsignedLong getIntegrationNodesNumber () const
virtual
InverseIsoProbabilisticTransformation 
getInverseIsoProbabilisticTransformation () const
virtual
IsoProbabilisticTransformation 
getIsoProbabilisticTransformation () const
Distribution getKernel () const
virtual NumericalPoint getKurtosis () const throw (NotDefinedException)
Implementation getMarginal (const UnsignedLong i) const throw (InvalidArgumentException)
Implementation getMarginal (const Indices &indices) const throw (InvalidArgumentException)
NumericalPoint getMean () const throw (NotDefinedException)
String getName () const
virtual NumericalSample getNumericalSample (const UnsignedLong size) const
virtual
NumericalPointWithDescriptionCollection 
getParametersCollection () const
virtual UnsignedLong getParametersNumber () const
NumericalScalar getPDFEpsilon () const
NumericalScalar getPositionIndicator () const
virtual Interval getRange () const
virtual NumericalPoint getRealization () const
virtual NumericalScalar getRoughness () const
NumericalSample getSample () const
Id getShadowedId () const
virtual NumericalPoint getSkewness () const throw (NotDefinedException)
virtual NumericalPoint getStandardDeviation () const throw (NotDefinedException)
virtual Implementation getStandardDistribution () const
Bool getVisibility () const
NumericalScalar getWeight () const
Bool hasEllipticalCopula () const
Bool hasIndependentCopula () const
Bool is (const PersistentObject &other) const
Bool isContinuous () const
Bool isElliptical () const
 KernelMixture (const Distribution &kernel, const NumericalPoint &bandwidth, const NumericalSample &sample) throw (InvalidArgumentException)
virtual void load (const StorageManager::Advocate &adv)
Bool operator== (const PersistentObject &other) const
Bool operator== (const ContinuousDistribution &other) const
Bool operator== (const DistributionImplementation &other) const
Bool operator== (const NonEllipticalDistribution &other) const
Bool operator== (const KernelMixture &other) const
Bool operator== (const UsualDistribution &other) const
void save (const StorageManager &mgr, bool fromStudy=false) const
virtual void save (const StorageManager::Advocate &adv) const
void setBandwidth (const NumericalPoint &bandwidth) throw (InvalidArgumentException)
void setDescription (const Description &description)
void setIntegrationNodesNumber (const UnsignedLong integrationNodesNumber)
void setKernel (const Distribution &kernel) throw (InvalidArgumentException)
void setName (const String &name)
virtual void setRange (const Interval &range)
void setSample (const NumericalSample &sample) throw (InvalidArgumentException)
void setShadowedId (Id id)
void setVisibility (Bool visible)
void setWeight (NumericalScalar w) throw (InvalidArgumentException)
String str () const

Static Public Attributes

static const NumericalScalar DefaultCDFEpsilon = 1e-14
static const UnsignedLong DefaultLevelNumber = 10
static const NumericalScalar DefaultPDFEpsilon = 1e-14
static const UnsignedLong DefaultPointNumber = 129
static const NumericalScalar DefaultQuantileEpsilon = 1e-12
static const UnsignedLong DefaultQuantileIteration = 10
static const NumericalScalar QMax = 8.5e-1
static const NumericalScalar QMin = 1.5e-1

Protected Member Functions

virtual NumericalSample computeCDF (const NumericalScalar xMin, const NumericalScalar xMax, const UnsignedLong pointNumber, const Bool tail=false) const
virtual NumericalComplex computeCharacteristicFunction (const UnsignedLong index, const NumericalScalar step) const
virtual void computeGaussNodesAndWeights () const
virtual NumericalSample computePDF (const NumericalScalar xMin, const NumericalScalar xMax, const UnsignedLong pointNumber) const
virtual NumericalScalar computeScalarQuantile (const NumericalScalar prob, const NumericalScalar initialGuess=0.0, const NumericalScalar initialStep=1.0) const
void setDimension (UnsignedLong dim) throw (InvalidArgumentException)

Protected Attributes

NumericalScalar cdfEpsilon_
NumericalSample gaussNodesAndWeights_
UnsignedLong integrationNodesNumber_
Bool isAlreadyComputedGaussNodesAndWeights_
NumericalScalar pdfEpsilon_
NumericalScalar quantileEpsilon_

Private Member Functions

void computeCovariance () const throw (NotDefinedException)
void computeMean () const throw (NotDefinedException)
void computeNormalizationFactor ()
void computeRange ()
 KernelMixture ()

Private Attributes

NumericalPoint bandwidth_
NumericalPoint bandwidthInverse_
 CLASSNAME
CovarianceMatrix covariance_
Bool isAlreadyComputedCovariance_
Bool isAlreadyComputedMean_
Distribution kernel_
NumericalPoint mean_
NumericalScalar normalizationFactor_
NumericalSample sample_

Friends

class Base::Common::Factory< KernelMixture >

Detailed Description

The class describes the probabilistic concept of KernelMixture.

Definition at line 45 of file KernelMixture.hxx.


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

Generated by  Doxygen 1.6.0   Back to index