How to run a validation test
****************************
.. toctree::
   :maxdepth: 1
   :caption: Contents:

   misch/notebooks/run_a_validation.ipynb

Statistics
**********

`Statistical terminologies used in CerebUnit <_static/statistical_definitions/statistics_definitions.html>`_
============================================================================================================


Hypothesis Testing
==================
.. toctree::
   :maxdepth: 2
   :caption: Contents:

   hypothesis_testings/aboutmeans.rst
   hypothesis_testings/aboutmedians.rst
   hypothesis_testings/aboutproportions.rst

Test Statistics (Test Score)
============================
.. toctree::
   :maxdepth: 2
   :caption: Contents:

   stat_scores/tScore.rst
   stat_scores/zScore.rst
   stat_scores/zSignScore.rst
   stat_scores/zTwoSampleRankSumScore.rst
   stat_scores/zWilcoxSignedRankScore.rst
   stat_scores/zPropScore.rst
   stat_scores/chi2Score.rst
   stat_scores/fisherExactScore.rst
   stat_scores/mcNemarScore.rst
   stat_scores/chi2GOFScore.rst

Checks for Data Conditions (to determine appropriate testing)
=============================================================
.. toctree::
   :maxdepth: 1
   :caption: Contents:

   data_conditions/forHTmeans.rst
   data_conditions/forHTproportions.rst

Measuring the quality of validation tests
=========================================
.. toctree::
   :maxdepth: 1
   :caption: Contents:

   test_mock_data/mock_data.rst
   test_quality/test_metrics.rst


How to measure quality of a validation test?
********************************************
.. toctree::
   :maxdepth: 1
   :caption: Contents:

   misch/notebooks/Measuring_quality_of_validation_tests.ipynb