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==================
Stochastic process
==================
.. currentmodule:: openturns
General objects
===============
.. autosummary::
:toctree: _generated/
:template: class.rst_t
Process
:template: classWithPlot.rst_t
Field
TimeSeries
ProcessSample
Temporal information
====================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
CovarianceModel
CovarianceModelFactory
:template: CovarianceModel.rst_t
ExponentialModel
ExponentiallyDampedCosineModel
SphericalModel
:template: classWithPlot.rst_t
UserDefinedCovarianceModel
:template: class.rst_t
StationaryCovarianceModel
UserDefinedCovarianceModel
:template: classWithPlot.rst_t
UserDefinedStationaryCovarianceModel
:template: classWithPlot.rst_t
NonStationaryCovarianceModelFactory
:template: classWithPlot.rst_t
StationaryCovarianceModelFactory
Spectral information
====================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
SpectralModel
:template: SpectralModel.rst_t
CauchyModel
:template: classWithPlot.rst_t
UserDefinedSpectralModel
SpectralModelFactory
WelchFactory
:template: class.rst_t
FilteringWindows
:template: FilteringWindow.rst_t
Hanning
Hamming
Link Temporal - Spectral information
====================================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
SecondOrderModel
ExponentialCauchy
Normal process
==============
.. autosummary::
:toctree: _generated/
:template: Process.rst_t
SpectralNormalProcess
TemporalNormalProcess
:template: class.rst_t
ConditionedNormalProcess
Functional basis process
========================
.. autosummary::
:toctree: _generated/
:template: classWithPlot.rst_t
FunctionalBasisProcess
Composite process
=================
.. autosummary::
:toctree: _generated/
:template: classWithPlot.rst_t
CompositeProcess
Aggregated process
==================
.. autosummary::
:toctree: _generated/
:template: Process.rst_t
AggregatedProcess
ARMA
====
.. autosummary::
:toctree: _generated/
:template: Process.rst_t
ARMA
:template: class.rst_t
ARMACoefficients
ARMAState
ARMA factory
============
.. autosummary::
:toctree: _generated/
:template: class.rst_t
ARMAFactory
WhittleFactoryState
WhittleFactory
ARMALikelihoodFactory
BoxCoxEvaluationImplementation
InverseBoxCoxEvaluationImplementation
TrendEvaluationImplementation
InverseTrendEvaluationImplementation
RandomWalk
==========
.. autosummary::
:toctree: _generated/
:template: Process.rst_t
RandomWalk
WhiteNoise
==========
.. autosummary::
:toctree: _generated/
:template: Process.rst_t
WhiteNoise
Check hypothesis on time series
===============================
.. autosummary::
:toctree: _generated/
:template: class.rst_t
DickeyFullerTest
Karhunen Loeve decomposition
============================
.. autosummary::
:toctree: _generated/
:template: classWithPlot.rst_t
KarhunenLoeveP1Factory
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