====================
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
    ArcsineFactory
    BernoulliFactory
    BetaFactory
    BinomialFactory
    BurrFactory
    ChiFactory
    ChiSquareFactory
    DiracFactory
    DirichletFactory
    ExponentialFactory
    FisherSnedecorFactory
    GammaFactory
    GeneralizedParetoFactory
    GeometricFactory
    GumbelFactory
    HistogramFactory
    InverseNormalFactory
    KernelSmoothing
    LaplaceFactory
    LogisticFactory
    LogNormalFactory
    LogUniformFactory
    MeixnerDistributionFactory
    MultinomialFactory
    NegativeBinomialFactory
    NormalFactory
    PoissonFactory
    RayleighFactory
    RiceFactory
    SkellamFactory
    StudentFactory
    TrapezoidalFactory
    TriangularFactory
    TruncatedNormalFactory
    UniformFactory
    UserDefinedFactory
    WeibullFactory

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: function.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

Confidence interval
===================

.. autosummary::
    :toctree: _generated/
    :template: class.rst_t

    ConfidenceInterval
