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|
=======================
Probabilistic modelling
=======================
.. currentmodule:: openturns
.. _parametric_distributions:
Continuous parametric distributions
===================================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
Distribution
DistributionCollection
EllipticalDistribution
PythonDistribution
ChaospyDistribution
SciPyDistribution
.. autosummary::
:toctree: _generated/
:template: Distribution.rst_t
Arcsine
:template: classWithPlot.rst_t
Beta
Burr
:template: Distribution.rst_t
Chi
ChiSquare
:template: classWithPlot.rst_t
Dirichlet
:template: Distribution.rst_t
Epanechnikov
Exponential
:template: classWithPlot.rst_t
FisherSnedecor
:template: Distribution.rst_t
Frechet
:template: classWithPlot.rst_t
Gamma
GeneralizedExtremeValue
GeneralizedPareto
:template: Distribution.rst_t
Gumbel
Histogram
InverseChiSquare
InverseGamma
InverseNormal
InverseWishart
Laplace
Logistic
LogNormal
LogUniform
MeixnerDistribution
NonCentralChiSquare
NonCentralStudent
Normal
:template: classWithPlot.rst_t
NormalGamma
:template: Distribution.rst_t
Pareto
Rayleigh
Rice
SmoothedUniform
SquaredNormal
Student
Trapezoidal
Triangular
TruncatedNormal
:template: classWithPlot.rst_t
TruncatedOverMesh
:template: Distribution.rst_t
Uniform
:template: classWithPlot.rst_t
UniformOverMesh
experimental.UniformOrderStatistics
:template: Distribution.rst_t
VonMises
:template: classWithPlot.rst_t
WeibullMin
WeibullMax
:template: Distribution.rst_t
Wishart
Discrete parametric distributions
=================================
.. autosummary::
:toctree: _generated/
:template: Distribution.rst_t
Bernoulli
Binomial
Dirac
Geometric
Hypergeometric
Multinomial
:template: classWithPlot.rst_t
Polya
KPermutationsDistribution
:template: Distribution.rst_t
Poisson
Skellam
UserDefined
ZipfMandelbrot
Parametrized distributions
==========================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
ParametrizedDistribution
DistributionParameters
ArcsineMuSigma
BetaMuSigma
GammaMuSigma
GumbelLambdaGamma
GumbelMuSigma
LogNormalMuSigma
LogNormalMuSigmaOverMu
LogNormalMuErrorFactor
UniformMuSigma
WeibullMaxMuSigma
WeibullMinMuSigma
Pseudo-random numbers generator
===============================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
RandomGenerator
RandomGeneratorState
Combining and transforming distributions
========================================
.. autosummary::
:toctree: _generated/
:template: classWithPlot.rst_t
JointByConditioningDistribution
:template: DistributionHighDimension.rst_t
BlockIndependentDistribution
JointDistribution
:template: classWithPlot.rst_t
CompositeDistribution
:template: Distribution.rst_t
DeconditionedDistribution
:template: classWithPlot.rst_t
experimental.PointConditionalDistribution
:template: Distribution.rst_t
CumulativeDistributionNetwork
DiscreteCompoundDistribution
:template: class.rst_t
MarginalDistribution
:template: Distribution.rst_t
MaximumDistribution
:template: classWithPlot.rst_t
MaximumEntropyOrderStatisticsDistribution
.. autosummary::
:toctree: _generated/
:template: class.rst_t
MixedHistogramUserDefined
OrderStatisticsMarginalChecker
experimental.PosteriorDistribution
.. autosummary::
:toctree: _generated/
:template: Distribution.rst_t
ProductDistribution
RandomMixture
.. autosummary::
:toctree: _generated/
:template: Distribution.rst_t
TruncatedDistribution
KernelMixture
:template: classWithPlot.rst_t
Mixture
.. _copulas:
Copulas
=======
Refer to :ref:`copula`.
.. autosummary::
:toctree: _generated/
:template: class.rst_t
ArchimedeanCopula
.. autosummary::
:toctree: _generated/
:template: Copula.rst_t
AliMikhailHaqCopula
ClaytonCopula
EmpiricalBernsteinCopula
FarlieGumbelMorgensternCopula
FrankCopula
GumbelCopula
IndependentCopula
PlackettCopula
ExtremeValueCopula
JoeCopula
GalambosCopula
:template: classWithPlot.rst_t
MarshallOlkinCopula
:template: Copula.rst_t
MaximumEntropyOrderStatisticsCopula
:template: class.rst_t
MinCopula
:template: Copula.rst_t
NormalCopula
StudentCopula
Combining and transforming copulas
==================================
.. autosummary::
:toctree: _generated/
:template: DistributionHighDimension.rst_t
BlockIndependentCopula
:template: Copula.rst_t
SklarCopula
:template: classWithPlot.rst_t
OrdinalSumCopula
Random vectors
==============
.. autosummary::
:toctree: _generated/
:template: class.rst_t
RandomVector
:template: classWithPlot.rst_t
PythonRandomVector
CompositeRandomVector
ConditionalRandomVector
:template: class.rst_t
ConstantRandomVector
:template: classWithPlot.rst_t
UsualRandomVector
Low-level distribution functions
================================
.. autosummary::
:toctree: _generated/
:template: function.rst_t
DistFunc.dBinomial
DistFunc.dHypergeometric
DistFunc.dNonCentralChiSquare
DistFunc.dNonCentralStudent
DistFunc.dNormal
DistFunc.dPoisson
DistFunc.eZ1
DistFunc.kFactor
DistFunc.kFactorPooled
DistFunc.logdBinomial
DistFunc.logdHypergeometric
DistFunc.logdNormal
DistFunc.logdPoisson
DistFunc.logpNormal
DistFunc.pBeta
DistFunc.pDickeyFullerConstant
DistFunc.pDickeyFullerNoConstant
DistFunc.pDickeyFullerTrend
DistFunc.pGamma
DistFunc.pHypergeometric
DistFunc.pKolmogorov
DistFunc.pNonCentralChiSquare
DistFunc.pNonCentralStudent
DistFunc.pNormal
DistFunc.pNormal2D
DistFunc.pNormal3D
DistFunc.pPearsonCorrelation
DistFunc.pSpearmanCorrelation
DistFunc.pStudent
DistFunc.qBeta
DistFunc.qDickeyFullerConstant
DistFunc.qDickeyFullerNoConstant
DistFunc.qDickeyFullerTrend
DistFunc.qGamma
DistFunc.qNormal
DistFunc.qPoisson
DistFunc.qStudent
DistFunc.rBeta
DistFunc.rBinomial
DistFunc.rDiscrete
DistFunc.rGamma
DistFunc.rHypergeometric
DistFunc.rNonCentralChiSquare
DistFunc.rNonCentralStudent
DistFunc.rNormal
DistFunc.rPoisson
DistFunc.rStudent
DistFunc.rUniformSegment
DistFunc.rUniformTriangle
DistFunc.rUniformTetrahedron
DistFunc.rUniformSimplex
|
