.. _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 your own distribution given its quantile function">

.. only:: html

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

  :doc:`/auto_probabilistic_modeling/distributions/plot_create_your_own_dist`

.. 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 compound distribution">

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_compound_distribution_thumb.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_compound_distribution`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a Joint by Conditioning  distribution">

.. only:: html

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

  :doc:`/auto_probabilistic_modeling/distributions/plot_bayes_distribution`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a Joint by Conditioning  distribution</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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_create_extreme_value_distribution`

.. 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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_create_and_draw_scalar_distributions`

.. 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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_truncated_distribution`

.. 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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_create_random_mixture`

.. raw:: html

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

  :doc:`/auto_probabilistic_modeling/distributions/plot_generate_by_inversion`

.. 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="Create a compound random vector">

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_compound_random_vector_thumb.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_compound_random_vector`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a compound random vector</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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_distribution_transformation`

.. 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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_overview_univariate_distributions`

.. 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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_distribution_manipulation`

.. 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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_quick_start_guide_distributions`

.. 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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_python_distribution`

.. raw:: html

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


.. raw:: html

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

.. only:: html

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

  :doc:`/auto_probabilistic_modeling/distributions/plot_mixture_distribution`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a mixture of distributions</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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_create_draw_multivariate_distributions`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create a Point Conditional Distribution">

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_point_conditional_distribution_thumb.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_point_conditional_distribution`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a Point Conditional Distribution</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.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_minimum_volume_level_sets`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Compare frequentist and Bayesian estimation">

.. only:: html

  .. image:: /auto_probabilistic_modeling/distributions/images/thumb/sphx_glr_plot_posterior_distribution_thumb.svg
    :alt:

  :doc:`/auto_probabilistic_modeling/distributions/plot_posterior_distribution`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Compare frequentist and Bayesian estimation</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_probabilistic_modeling/distributions/plot_create_your_own_dist
   /auto_probabilistic_modeling/distributions/plot_compound_distribution
   /auto_probabilistic_modeling/distributions/plot_bayes_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_generate_by_inversion
   /auto_probabilistic_modeling/distributions/plot_compound_random_vector
   /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_mixture_distribution
   /auto_probabilistic_modeling/distributions/plot_create_draw_multivariate_distributions
   /auto_probabilistic_modeling/distributions/plot_point_conditional_distribution
   /auto_probabilistic_modeling/distributions/plot_minimum_volume_level_sets
   /auto_probabilistic_modeling/distributions/plot_posterior_distribution