.. _sphx_glr_auto_examples_sampling:

Sampling of alternatives
************************

Examples discussed in `Bierlaire and Paschalidis (2023) Estimating MEV
models with samples of alternatives
<https://transp-or.epfl.ch/documents/technicalReports/BierPasc23.pdf>`_




.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Script reading the list of alternatives and identifying subsets">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_alternatives_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_alternatives.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">List of alternatives</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Function to compare estimated parameters with true parameters.">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_compare_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_compare.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Compare parameters</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Estimation of a logit model using sampling of alternatives.">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_flycheck_plot_b01logit_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_flycheck_plot_b01logit.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Estimation of a cross-nested logit model using sampling of alternatives.">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_flycheck_plot_b03cnl_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_flycheck_plot_b03cnl.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Cross-nested logit</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Estimation of a logit model using sampling of alternatives.">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_plot_b01logit_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_plot_b01logit.py`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Estimation of a nested logit model using sampling of alternatives.">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_plot_b02nested_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_plot_b02nested.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Nested logit</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Estimation of a cross-nested logit model using sampling of alternatives.">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_plot_b03cnl_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_plot_b03cnl.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Cross-nested logit</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Script containing the model specification.">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_specification_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_specification.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Model specification</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Value of the parameters used to generate synthetic choices.">

.. only:: html

  .. image:: /auto_examples/sampling/images/thumb/sphx_glr_true_parameters_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sampling_true_parameters.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">True parameters</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/sampling/alternatives
   /auto_examples/sampling/compare
   /auto_examples/sampling/flycheck_plot_b01logit
   /auto_examples/sampling/flycheck_plot_b03cnl
   /auto_examples/sampling/plot_b01logit
   /auto_examples/sampling/plot_b02nested
   /auto_examples/sampling/plot_b03cnl
   /auto_examples/sampling/specification
   /auto_examples/sampling/true_parameters