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|
====================
Statistics on sample
====================
.. currentmodule:: openturns
Sample
======
.. autosummary::
:toctree: _generated/
:template: class.rst_t
NumericalSample
Building distributions from samples
===================================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
DistributionFactory
DistributionFactoryResult
:template: DistributionFactory.rst_t
ArcsineFactory
BernoulliFactory
BetaFactory
BinomialFactory
BurrFactory
ChiFactory
ChiSquareFactory
DiracFactory
DirichletFactory
ExponentialFactory
FisherSnedecorFactory
GammaFactory
GeneralizedParetoFactory
GeometricFactory
GumbelFactory
HistogramFactory
InverseNormalFactory
:template: class.rst_t
KernelSmoothing
:template: DistributionFactory.rst_t
LaplaceFactory
LogisticFactory
LogNormalFactory
LogUniformFactory
:template: class.rst_t
MaximumLikelihoodFactory
:template: DistributionFactory.rst_t
MeixnerDistributionFactory
MultinomialFactory
NegativeBinomialFactory
NormalFactory
PoissonFactory
RayleighFactory
:template: class.rst_t
RiceFactory
:template: DistributionFactory.rst_t
SkellamFactory
StudentFactory
TrapezoidalFactory
TriangularFactory
TruncatedNormalFactory
UniformFactory
UserDefinedFactory
WeibullFactory
Building copulas from samples
=============================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
AliMikhailHaqCopulaFactory
BernsteinCopulaFactory
:template: DistributionFactory.rst_t
ClaytonCopulaFactory
:template: class.rst_t
FarlieGumbelMorgensternCopulaFactory
:template: DistributionFactory.rst_t
FrankCopulaFactory
GumbelCopulaFactory
NormalCopulaFactory
Correlation analysis
====================
.. autosummary::
:toctree: _generated/
:template: function.rst_t
CorrelationAnalysis_PearsonCorrelation
CorrelationAnalysis_SpearmanCorrelation
CorrelationAnalysis_PCC
CorrelationAnalysis_PRCC
CorrelationAnalysis_SRC
CorrelationAnalysis_SRRC
Sensitivity Analysis
====================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
SensitivityAnalysis
ANCOVA
FAST
Statistical tests
=================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
TestResult
Goodness-of-fit metrics & tests
-------------------------------
.. autosummary::
:toctree: _generated/
:template: function.rst_t
FittingTest_BIC
FittingTest_ChiSquared
FittingTest_Kolmogorov
NormalityTest_AndersonDarlingNormal
NormalityTest_CramerVonMisesNormal
Graphical tests
---------------
.. autosummary::
:toctree: _generated/
:template: functionWithPlot.rst_t
VisualTest_DrawClouds
VisualTest_DrawCobWeb
VisualTest_DrawEmpiricalCDF
VisualTest_DrawHenryLine
VisualTest_DrawHistogram
VisualTest_DrawKendallPlot
VisualTest_DrawLinearModel
VisualTest_DrawLinearModelResidual
VisualTest_DrawQQplot
Hypothesis tests
----------------
.. autosummary::
:toctree: _generated/
:template: function.rst_t
HypothesisTest_Smirnov
HypothesisTest_ChiSquared
HypothesisTest_FullPearson
HypothesisTest_FullRegression
HypothesisTest_FullSpearman
HypothesisTest_PartialPearson
HypothesisTest_PartialRegression
HypothesisTest_PartialSpearman
HypothesisTest_Pearson
HypothesisTest_Spearman
Linear model tests
------------------
.. autosummary::
:toctree: _generated/
:template: function.rst_t
LinearModelTest_LinearModelAdjustedRSquared
LinearModelTest_LinearModelFisher
LinearModelTest_LinearModelRSquared
LinearModelTest_LinearModelResidualMean
Model selection
---------------
.. autosummary::
:toctree: _generated/
:template: function.rst_t
FittingTest_BestModelBIC
FittingTest_BestModelChiSquared
FittingTest_BestModelKolmogorov
Linear models
=============
.. autosummary::
:toctree: _generated/
:template: class.rst_t
LinearModel
LinearModelFactory
|
