.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_probabilistic_modeling/copulas/plot_ordinal_sum_copula.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_auto_probabilistic_modeling_copulas_plot_ordinal_sum_copula.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_probabilistic_modeling_copulas_plot_ordinal_sum_copula.py:


Create the ordinal sum of copulas
=================================

.. GENERATED FROM PYTHON SOURCE LINES 6-7

In this example we are going to create an ordinal sum of copulas.

.. GENERATED FROM PYTHON SOURCE LINES 9-14

.. code-block:: default

    import openturns as ot
    import openturns.viewer as viewer
    from matplotlib import pylab as plt
    ot.Log.Show(ot.Log.NONE)








.. GENERATED FROM PYTHON SOURCE LINES 15-16

Create a collection of copulas

.. GENERATED FROM PYTHON SOURCE LINES 16-18

.. code-block:: default

    collection = [ot.GumbelCopula(2), ot.NormalCopula(2)]








.. GENERATED FROM PYTHON SOURCE LINES 19-20

Merge the copulas

.. GENERATED FROM PYTHON SOURCE LINES 20-24

.. code-block:: default

    bounds = [0.3]
    copula = ot.OrdinalSumCopula(collection, bounds)
    print(copula)





.. rst-class:: sphx-glr-script-out

 Out:

 .. code-block:: none

    OrdinalSumCopula([0, 0.3], GumbelCopula(theta = 2), [0.3, 1], NormalCopula(R = [[ 1 0 ]
     [ 0 1 ]]))




.. GENERATED FROM PYTHON SOURCE LINES 25-26

Draw PDF

.. GENERATED FROM PYTHON SOURCE LINES 26-32

.. code-block:: default

    graph = copula.drawPDF([512]*2)
    graph.setXTitle('x')
    graph.setYTitle('y')
    graph.setLegendPosition('')
    view = viewer.View(graph)
    plt.show()



.. image-sg:: /auto_probabilistic_modeling/copulas/images/sphx_glr_plot_ordinal_sum_copula_001.png
   :alt: [X0,X1] iso-PDF
   :srcset: /auto_probabilistic_modeling/copulas/images/sphx_glr_plot_ordinal_sum_copula_001.png
   :class: sphx-glr-single-img






.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.489 seconds)


.. _sphx_glr_download_auto_probabilistic_modeling_copulas_plot_ordinal_sum_copula.py:


.. only :: html

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



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

     :download:`Download Python source code: plot_ordinal_sum_copula.py <plot_ordinal_sum_copula.py>`



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

     :download:`Download Jupyter notebook: plot_ordinal_sum_copula.ipynb <plot_ordinal_sum_copula.ipynb>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_