.. _sphx_glr_auto_examples_latentbis:

Choice models with another latent variable
******************************************

You find here another example of a "hybrid choice models".





.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Read the data from file, and define variables.">

.. only:: html

  .. image:: /auto_examples/latentbis/images/thumb/sphx_glr_optima_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_latentbis_optima.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Data processing for the optima case study</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Ordered probit.">

.. only:: html

  .. image:: /auto_examples/latentbis/images/thumb/sphx_glr_plot_m01_latent_variable_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_latentbis_plot_m01_latent_variable.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Measurement equations: discrete indicators</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Mixture of logit. Measurement equation for the indicators. Sequential estimation.">

.. only:: html

  .. image:: /auto_examples/latentbis/images/thumb/sphx_glr_plot_m02_sequential_estimation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_latentbis_plot_m02_sequential_estimation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Choice model with latent variable: sequential estimation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Mixture of logit. Measurement equation for the indicators. Maximum likelihood (full information...">

.. only:: html

  .. image:: /auto_examples/latentbis/images/thumb/sphx_glr_plot_m03_simultaneous_estimation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_latentbis_plot_m03_simultaneous_estimation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Choice model with the latent variable: maximum likelihood estimation</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Function to estimate the parameters, or read them from a file, if available.">

.. only:: html

  .. image:: /auto_examples/latentbis/images/thumb/sphx_glr_read_or_estimate_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_latentbis_read_or_estimate.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Read or estimate</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/latentbis/optima
   /auto_examples/latentbis/plot_m01_latent_variable
   /auto_examples/latentbis/plot_m02_sequential_estimation
   /auto_examples/latentbis/plot_m03_simultaneous_estimation
   /auto_examples/latentbis/read_or_estimate