:orphan:

Examples
========




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

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    <div class="sphx-glr-thumbcontainer" tooltip="Establish identifiability  *">

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  .. image:: /auto_examples/images/thumb/sphx_glr_example1_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_example1.py`

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      <div class="sphx-glr-thumbnail-title">Apply and compare several estimators to conduct a causal mediation analysis</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we illustrate the different parameter choices when using an estimator. We can fit the model with different models for the estimation of nuisance parameters. It is also possible to use cross-fitting to compensate the estimation bias due to AI models. ">

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  .. image:: /auto_examples/images/thumb/sphx_glr_example2_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_example2.py`

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      <div class="sphx-glr-thumbnail-title">Flexible use of an estimator in med_bench</div>
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    </div>


.. toctree::
   :hidden:

   /auto_examples/example1
   /auto_examples/example2


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  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`


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

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