.. _sphx_glr_api_gallery_statistics_regression:

Linear regression
--------------------

Ordinary least squares with residual diagnostics.


.. raw:: html

  <div id='sg-tag-list' class='sphx-glr-tag-list'></div>


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Fits a noisy linear relationship and inspects the fit: coefficient standard errors/p-values, R^2, and a residuals-vs-fitted-values plot.">

.. only:: html

  .. image:: /api/gallery/statistics/regression/images/thumb/sphx_glr_plot_01_ols_diagnostics_thumb.png
    :alt:

  :doc:`/api/gallery/statistics/regression/plot_01_ols_diagnostics`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">OLS regression with residual diagnostics</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /api/gallery/statistics/regression/plot_01_ols_diagnostics