.. _sphx_glr_auto_probabilistic_modeling_distributions:

.. _Distributions:

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



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_conditional_random_vector_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_conditional_random_vector.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a conditional random vector</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_maximum_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_maximum_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create the distribution of the maximum of independent distributions</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_order_statistics_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_order_statistics_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a maximum entropy statistics distribution</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_conditional_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_conditional_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a conditional distribution</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_your_own_dist_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_your_own_dist.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create your own distribution given its quantile function</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_bayes_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_bayes_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a Bayes distribution</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_mixture_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_mixture_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a mixture of PDFs</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_extreme_value_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_extreme_value_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create an extreme value distribution</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_and_draw_scalar_distributions_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_and_draw_scalar_distributions.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create and draw scalar distributions</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_truncated_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_truncated_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Truncate a  distribution</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_random_mixture_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_random_mixture.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a random mixture</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_create_draw_multivariate_distributions_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_create_draw_multivariate_distributions.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create and draw multivariate distributions</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_generate_by_inversion_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_generate_by_inversion.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Generate random variates by inverting the CDF</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_distribution_transformation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_distribution_transformation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Transform a distribution</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_overview_univariate_distributions_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_overview_univariate_distributions.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Overview of univariate distribution management</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_distribution_manipulation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_distribution_manipulation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Distribution manipulation</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_quick_start_guide_distributions_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_quick_start_guide_distributions.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Quick start guide to distributions</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_python_distribution_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_python_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a customized distribution or copula</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_minimum_volume_level_sets_thumb.png
    :alt:

  :ref:`sphx_glr_auto_probabilistic_modeling_distributions_plot_minimum_volume_level_sets.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Draw minimum volume level sets</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_conditional_random_vector
   /auto_probabilistic_modeling/distributions/plot_maximum_distribution
   /auto_probabilistic_modeling/distributions/plot_order_statistics_distribution
   /auto_probabilistic_modeling/distributions/plot_conditional_distribution
   /auto_probabilistic_modeling/distributions/plot_create_your_own_dist
   /auto_probabilistic_modeling/distributions/plot_bayes_distribution
   /auto_probabilistic_modeling/distributions/plot_mixture_distribution
   /auto_probabilistic_modeling/distributions/plot_create_extreme_value_distribution
   /auto_probabilistic_modeling/distributions/plot_create_and_draw_scalar_distributions
   /auto_probabilistic_modeling/distributions/plot_truncated_distribution
   /auto_probabilistic_modeling/distributions/plot_create_random_mixture
   /auto_probabilistic_modeling/distributions/plot_create_draw_multivariate_distributions
   /auto_probabilistic_modeling/distributions/plot_generate_by_inversion
   /auto_probabilistic_modeling/distributions/plot_distribution_transformation
   /auto_probabilistic_modeling/distributions/plot_overview_univariate_distributions
   /auto_probabilistic_modeling/distributions/plot_distribution_manipulation
   /auto_probabilistic_modeling/distributions/plot_quick_start_guide_distributions
   /auto_probabilistic_modeling/distributions/plot_python_distribution
   /auto_probabilistic_modeling/distributions/plot_minimum_volume_level_sets