:orphan:



.. _sphx_glr_auto_probabilistic_modeling:

.. _Probabilistic modeling:

Probabilistic modeling
======================


.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_auto_probabilistic_modeling_distributions:

.. _Distributions:

Distributions
-------------



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create your own distribution given its quantile function">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_your_own_dist_thumb.png
     :alt: Create your own distribution given its quantile function

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_your_own_dist.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_create_your_own_dist

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create the distribution of the maximum of independent distributions">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_maximum_distribution_thumb.png
     :alt: Create the distribution of the maximum of independent distributions

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_maximum_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_maximum_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a maximum entropy statistics distribution">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_order_statistics_distribution_thumb.png
     :alt: Create a maximum entropy statistics distribution

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_order_statistics_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_order_statistics_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a conditional random vector">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_conditional_random_vector_thumb.png
     :alt: Create a conditional random vector

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_conditional_random_vector.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_conditional_random_vector

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a conditional distribution">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_conditional_distribution_thumb.png
     :alt: Create a conditional distribution

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_conditional_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_conditional_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a Bayes distribution">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_bayes_distribution_thumb.png
     :alt: Create a Bayes distribution

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_bayes_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_bayes_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a mixture of PDFs">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_mixture_distribution_thumb.png
     :alt: Create a mixture of PDFs

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_mixture_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_mixture_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create an extreme value distribution">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_extreme_value_distribution_thumb.png
     :alt: Create an extreme value distribution

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_extreme_value_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_create_extreme_value_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create and draw scalar distributions">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_and_draw_scalar_distributions_thumb.png
     :alt: Create and draw scalar distributions

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_and_draw_scalar_distributions.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_create_and_draw_scalar_distributions

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a random mixture">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_random_mixture_thumb.png
     :alt: Create a random mixture

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_random_mixture.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_create_random_mixture

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Truncate a  distribution">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_truncated_distribution_thumb.png
     :alt: Truncate a  distribution

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_truncated_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_truncated_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Generate random variates by inverting the CDF">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_generate_by_inversion_thumb.png
     :alt: Generate random variates by inverting the CDF

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_generate_by_inversion.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_generate_by_inversion

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create and draw multivariate distributions">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_draw_multivariate_distributions_thumb.png
     :alt: Create and draw multivariate distributions

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_draw_multivariate_distributions.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_create_draw_multivariate_distributions

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Overview of univariate distribution management">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_overview_univariate_distributions_thumb.png
     :alt: Overview of univariate distribution management

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_overview_univariate_distributions.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_overview_univariate_distributions

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Transform a distribution">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_distribution_transformation_thumb.png
     :alt: Transform a distribution

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_distribution_transformation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_distribution_transformation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Distribution manipulation">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_distribution_manipulation_thumb.png
     :alt: Distribution manipulation

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_distribution_manipulation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_distribution_manipulation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Quick start guide">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_quick_start_guide_distributions_thumb.png
     :alt: Quick start guide

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_quick_start_guide_distributions.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_quick_start_guide_distributions

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a customized distribution or copula">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_python_distribution_thumb.png
     :alt: Create a customized distribution or copula

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_python_distribution.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_python_distribution

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Draw minimum volume level sets">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_minimum_volume_level_sets_thumb.png
     :alt: Draw minimum volume level sets

     :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_minimum_volume_level_sets.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_minimum_volume_level_sets
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_auto_probabilistic_modeling_copulas:

.. _CopulasExamples:

Copulas
-------



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a copula">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/copulas/images/thumb/sphx_glr_plot_create_copula_thumb.png
     :alt: Create a copula

     :ref:`sphx_glr_auto_probabilistic_modeling_copulas_plot_create_copula.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/copulas/plot_create_copula

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Extract the copula from a distribution">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/copulas/images/thumb/sphx_glr_plot_extract_copula_thumb.png
     :alt: Extract the copula from a distribution

     :ref:`sphx_glr_auto_probabilistic_modeling_copulas_plot_extract_copula.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/copulas/plot_extract_copula

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Assemble copulas">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/copulas/images/thumb/sphx_glr_plot_composed_copula_thumb.png
     :alt: Assemble copulas

     :ref:`sphx_glr_auto_probabilistic_modeling_copulas_plot_composed_copula.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/copulas/plot_composed_copula

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create the ordinal sum of copulas">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/copulas/images/thumb/sphx_glr_plot_ordinal_sum_copula_thumb.png
     :alt: Create the ordinal sum of copulas

     :ref:`sphx_glr_auto_probabilistic_modeling_copulas_plot_ordinal_sum_copula.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/copulas/plot_ordinal_sum_copula
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_auto_probabilistic_modeling_random_vectors:

.. _RandomVectorsExamples:

Random Vectors
--------------



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Composite random vector">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/random_vectors/images/thumb/sphx_glr_plot_composite_random_vector_thumb.png
     :alt: Composite random vector

     :ref:`sphx_glr_auto_probabilistic_modeling_random_vectors_plot_composite_random_vector.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/random_vectors/plot_composite_random_vector

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a random vector">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/random_vectors/images/thumb/sphx_glr_plot_random_vector_manipulation_thumb.png
     :alt: Create a random vector

     :ref:`sphx_glr_auto_probabilistic_modeling_random_vectors_plot_random_vector_manipulation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/random_vectors/plot_random_vector_manipulation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a random vector">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/random_vectors/images/thumb/sphx_glr_plot_python_randomvector_thumb.png
     :alt: Create a random vector

     :ref:`sphx_glr_auto_probabilistic_modeling_random_vectors_plot_python_randomvector.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/random_vectors/plot_python_randomvector
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. _sphx_glr_auto_probabilistic_modeling_stochastic_processes:

.. _Stochastic processes:

Stochastic_processes
--------------------



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a functional basis process">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_functional_basis_process_thumb.png
     :alt: Create a functional basis process

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_functional_basis_process.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_functional_basis_process

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Add a trend to a process">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_add_trend_thumb.png
     :alt: Add a trend to a process

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_add_trend.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_add_trend

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Export a field to VTK">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_export_field_vtk_thumb.png
     :alt: Export a field to VTK

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_export_field_vtk.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_export_field_vtk

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a parametric spectral density function">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_parametric_spectral_density_thumb.png
     :alt: Create a parametric spectral density function

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_parametric_spectral_density.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_parametric_spectral_density

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a gaussian process from a cov. model using HMatrix">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_gaussian_process_covariance_hmat_thumb.png
     :alt: Create a gaussian process from a cov. model using HMatrix

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_gaussian_process_covariance_hmat.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_gaussian_process_covariance_hmat

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Aggregate processes">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_aggregated_process_thumb.png
     :alt: Aggregate processes

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_aggregated_process.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_aggregated_process

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a stationary covariance model">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_create_stationary_covmodel_thumb.png
     :alt: Create a stationary covariance model

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_create_stationary_covmodel.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_create_stationary_covmodel

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a white noise process">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_white_noise_process_thumb.png
     :alt: Create a white noise process

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_white_noise_process.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_white_noise_process

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a custom covariance model">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_userdefined_covariance_model_thumb.png
     :alt: Create a custom covariance model

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_userdefined_covariance_model.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_userdefined_covariance_model

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a discrete Markov chain process">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_discrete_markov_chain_process_thumb.png
     :alt: Create a discrete Markov chain process

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_discrete_markov_chain_process.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_discrete_markov_chain_process

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Use the Box-Cox transformation">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_box_cox_transform_thumb.png
     :alt: Use the Box-Cox transformation

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_box_cox_transform.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_box_cox_transform

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Manipulate a time series">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_timeseries_manipulation_thumb.png
     :alt: Manipulate a time series

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_timeseries_manipulation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_timeseries_manipulation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a stationary covariance model">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_user_stationary_covmodel_thumb.png
     :alt: Create a stationary covariance model

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_user_stationary_covmodel.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_user_stationary_covmodel

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a normal process">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_create_normal_process_thumb.png
     :alt: Create a normal process

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_create_normal_process.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_create_normal_process

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a random walk process">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_random_walk_process_thumb.png
     :alt: Create a random walk process

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_random_walk_process.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_random_walk_process

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a spectral model">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_userdefined_spectral_model_thumb.png
     :alt: Create a spectral model

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_userdefined_spectral_model.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_userdefined_spectral_model

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Draw a field">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_field_manipulation_thumb.png
     :alt: Draw a field

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_field_manipulation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_field_manipulation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a process from random vectors and processes">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_mix_rv_process_thumb.png
     :alt: Create a process from random vectors and processes

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_mix_rv_process.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_mix_rv_process

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="A KroneckerCovarianceModel takes a covariance function with 1-d output and makes its output mul...">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_kronecker_covmodel_thumb.png
     :alt: Sample trajectories from a Gaussian Process with correlated outputs

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_kronecker_covmodel.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_kronecker_covmodel

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Draw fields">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_process_manipulation_thumb.png
     :alt: Draw fields

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_process_manipulation.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_process_manipulation

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create and manipulate an ARMA process">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_create_and_manipulate_arma_process_thumb.png
     :alt: Create and manipulate an ARMA process

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_create_and_manipulate_arma_process.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_create_and_manipulate_arma_process

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Trend computation">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_trend_transform_thumb.png
     :alt: Trend computation

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_trend_transform.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_trend_transform

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Compare covariance models">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_gaussian_processes_comparison_thumb.png
     :alt: Compare covariance models

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_gaussian_processes_comparison.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_gaussian_processes_comparison

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a mesh">

.. only:: html

 .. figure:: /auto_probabilistic_modeling/stochastic_processes/images/thumb/sphx_glr_plot_create_mesh_thumb.png
     :alt: Create a mesh

     :ref:`sphx_glr_auto_probabilistic_modeling_stochastic_processes_plot_create_mesh.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/stochastic_processes/plot_create_mesh
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. only :: html

 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download sphx-glr-download-python

    :download:`Download all examples in Python source code: auto_probabilistic_modeling_python.zip </auto_probabilistic_modeling/auto_probabilistic_modeling_python.zip>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

    :download:`Download all examples in Jupyter notebooks: auto_probabilistic_modeling_jupyter.zip </auto_probabilistic_modeling/auto_probabilistic_modeling_jupyter.zip>`