.. _benchmarks:

Benchmarks
==========

The following notebooks benchmark and validate NiSpace's statistical machinery.
They serve two purposes: (1) transparency and reproducibility for users who want to
understand the assumptions and performance of the methods; (2) regression tests
that can be re-run after code changes.

These notebooks are under construction -- more will follow in the future.

.. toctree::
   :maxdepth: 1

   nb_benchmarks/bench1-1_map_surrogates_fpr
   nb_benchmarks/bench2-1_group_permutation_fpr
   nb_benchmarks/bench5-1_region_correlation_fpr