:orphan:

Bayesian Parameter Estimation Examples
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^




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    <div class="sphx-glr-thumbcontainer" tooltip="Here a model is defined that is of the form">

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  .. image:: /auto_examples/inference/bayes_parameter_estimation/images/thumb/sphx_glr_bayes_parameter_IS_regression_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_inference_bayes_parameter_estimation_bayes_parameter_IS_regression.py`

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      <div class="sphx-glr-thumbnail-title">Parameter estimation using Importance Sampling - Regression Model</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In the following we learn the mean and covariance of a univariate gaussian distribution from da...">

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  .. image:: /auto_examples/inference/bayes_parameter_estimation/images/thumb/sphx_glr_plot_bayes_parameter_MCMC_probability_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_inference_bayes_parameter_estimation_plot_bayes_parameter_MCMC_probability.py`

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      <div class="sphx-glr-thumbnail-title">Parameter estimation using MCMC - Probability Model</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In the following we learn the mean and covariance of a univariate gaussian distribution from da...">

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  .. image:: /auto_examples/inference/bayes_parameter_estimation/images/thumb/sphx_glr_plot_bayes_parameter_IS_probability_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_inference_bayes_parameter_estimation_plot_bayes_parameter_IS_probability.py`

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      <div class="sphx-glr-thumbnail-title">Parameter estimation using Importance Sampling - Probability Model</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Here a model is defined that is of the form">

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  .. image:: /auto_examples/inference/bayes_parameter_estimation/images/thumb/sphx_glr_bayes_parameter_MCMC_regression_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_inference_bayes_parameter_estimation_bayes_parameter_MCMC_regression.py`

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      <div class="sphx-glr-thumbnail-title">Parameter estimation using MCMC - Regression Model</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/inference/bayes_parameter_estimation/bayes_parameter_IS_regression
   /auto_examples/inference/bayes_parameter_estimation/plot_bayes_parameter_MCMC_probability
   /auto_examples/inference/bayes_parameter_estimation/plot_bayes_parameter_IS_probability
   /auto_examples/inference/bayes_parameter_estimation/bayes_parameter_MCMC_regression


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

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

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

      :download:`Download all examples in Jupyter notebooks: bayes_parameter_estimation_jupyter.zip </auto_examples/inference/bayes_parameter_estimation/bayes_parameter_estimation_jupyter.zip>`


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

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