:orphan:

Full code for the figures
==========================

Code examples for the statistics chapter.




.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Plot boxplots for FSIQ, PIQ, and the paired difference between the two: while the spread (error...">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/images/thumb/sphx_glr_plot_paired_boxplots_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_plot_paired_boxplots.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/plot_paired_boxplots

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example loads from a CSV file data with mixed numerical and categorical entries, and plots...">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/images/thumb/sphx_glr_plot_pandas_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_plot_pandas.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/plot_pandas

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Ilustrate an analysis on a real dataset:">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/images/thumb/sphx_glr_plot_iris_analysis_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_plot_iris_analysis.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/plot_iris_analysis

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Fit a simple linear regression using &#x27;statsmodels&#x27;, compute corresponding p-values. ">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/images/thumb/sphx_glr_plot_regression_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_plot_regression.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/plot_regression

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Calculate using &#x27;statsmodels&#x27; just the best fit, or all the corresponding statistical parameter...">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/images/thumb/sphx_glr_plot_regression_3d_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_plot_regression_3d.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/plot_regression_3d

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Wages depend mostly on education. Here we investigate how this dependence is related to gender:...">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/images/thumb/sphx_glr_plot_wage_education_gender_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_plot_wage_education_gender.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/plot_wage_education_gender

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example uses seaborn to quickly plot various factors relating wages, experience and educti...">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/images/thumb/sphx_glr_plot_wage_data_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_plot_wage_data.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/plot_wage_data

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a business-intelligence (BI) like application.">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/images/thumb/sphx_glr_plot_airfare_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_plot_airfare.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/plot_airfare
.. raw:: html

    <div style='clear:both'></div>

Solutions to this chapter's exercises
======================================




.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Going back to the brain size + IQ data, test if the VIQ of male and female are different after ...">

.. only:: html

    .. figure:: /packages/statistics/auto_examples/solutions/images/thumb/sphx_glr_plot_brain_size_thumb.png

        :ref:`sphx_glr_packages_statistics_auto_examples_solutions_plot_brain_size.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /packages/statistics/auto_examples/solutions/plot_brain_size
.. raw:: html

    <div style='clear:both'></div>



.. only :: html

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


  .. container:: sphx-glr-download

    :download:`Download all examples in Python source code: auto_examples_python.zip <//home/pierre/code/scipy-lecture-notes/packages/statistics/auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//home/pierre/code/scipy-lecture-notes/packages/statistics/auto_examples/auto_examples_jupyter.zip>`


.. only:: html

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

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