.. dabest documentation master file. You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive ====== DABEST ====== Update ------ **DABEST version 2023.02.14** has been released: :doc:`release-notes` Briefly, this release introduces several new functions: - Additional plotting functions for repeated measures experimental designs (:doc:`repeatedmeasures`) - Calculating of Cohen's *h* and proportional plots for binary data (:doc:`proportion-plot`) - Calculating and plotting delta-deltas for 2x2 experimental designs (:doc:`deltadelta`) - Calculating and plotting of weighted deltas for mini-meta-analysis of experimental replicates (:doc:`minimetadelta`) Refer to :doc:`release-notes` for full details. ----------------------------------------------- Data Analysis with Bootstrap-coupled ESTimation ----------------------------------------------- Analyze your data with estimation statistics! --------------------------------------------- .. image:: _images/showpiece.png News ---- March 2023: - **v2023.02.14** released. The following features have been added: - Additional plotting functions for repeated measures experimental designs - Calculating of Cohen's *h* and proportional plots for binary data - Calculating and plotting delta-deltas for 2x2 experimental designs - Calculating and plotting of weighted deltas for mini-meta-analysis of experimental replicates - See :doc:`release-notes` for more details. October 2020: - v0.3.1 released. The minimal versions of dependencies have been upgraded. Also, the minimal version of Python required is now 3.6. January 2020: - v0.3.0 released. Approximate permutation tests have been added, and are now the default p-values reported in the textual output. The LqRT tests were also refactored to a user-callable property. For more information, see the :doc:`release-notes`. December 2019: - v0.2.8 released. This release adds the `Lq-Likelihood-Ratio-Type Test `_ in the statistical output, and also a bugfix for slopegraph and reference line keyword parsing. October 2019: - v0.2.7 released. A minor bugfix in the handling of wide datasets with unequal Ns in each group. - v0.2.6 released. This release has one new feature (plotting of estimation plot inside any :py:mod:`matplotlib` :py:class:`Axes`; see the section on :ref:`inset plot` in the :doc:`plotaesthetics`). There are also two bug patches for the handling of bootstrap plotting, and of dependency installation. September 2019: - v0.2.5 released. This release addresses two feature requests, and also patches two bugs: one affecting the paired difference CIs, and one involving NaNs in unused/irrelevant columns. May 2019: - v0.2.4 released. This is a patch for a set of bugs that mis-aligned Gardner-Altman plots, and also adds the capability to tweak the x-position of the Tufte gapped lines. - v0.2.3 released. This is a fix for a bug that did not properly handle x-columns which were pandas Categorical objects. April 2019: - v0.2.2 released. This is a minor bugfix that addressed an issue for an edge case where the mean or median difference was exactly zero. March 2019: - v0.2.1 released. This is a minor bugfix that addressed an issue in gapped line plotting. - v0.2.0 released. This is a major update that makes several breaking changes to the API. Contents -------- .. toctree:: :maxdepth: 1 robust-beautiful bootstraps getting-started tutorial repeatedmeasures proportion-plot minimetadelta deltadelta plotaesthetics release-notes api about citation