tests
=====

.. py:module:: pastas.stats.tests

.. autoapi-nested-parse::

   Statistical tests to check model results.

   Contains diagnostic tests to check if model residuals/noise do not contain significant
   autocorrelation and are normally distributed, using hypothesis testing.

   .. rubric:: Examples

   Run diagnostic tests on model after optimization::

       ml.stats.diagnostics()

   ..
       !! processed by numpydoc !!


Functions
---------

.. toctree::
   :hidden:

   /api/pastas/stats/tests/durbin_watson
   /api/pastas/stats/tests/ljung_box
   /api/pastas/stats/tests/runs_test
   /api/pastas/stats/tests/stoffer_toloi
   /api/pastas/stats/tests/diagnostics

.. autoapisummary::

   pastas.stats.tests.durbin_watson
   pastas.stats.tests.ljung_box
   pastas.stats.tests.runs_test
   pastas.stats.tests.stoffer_toloi
   pastas.stats.tests.diagnostics