Metadata-Version: 2.1
Name: hotelling
Version: 0.4.1
Summary: Hotelling implements one and two sample Hotelling T2 tests and control charts
Home-page: https://github.com/dionresearch/hotelling
Author: Francois Dion
Author-email: fdion@dionresearch.com
License: MIT license
Keywords: hotelling
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.6
Requires-Dist: click
Requires-Dist: scipy
Requires-Dist: matplotlib
Requires-Dist: pandas
Requires-Dist: numpy

Hotelling
=========

.. image:: https://img.shields.io/pypi/v/hotelling.svg
        :target: https://pypi.python.org/pypi/hotelling


.. image:: https://readthedocs.org/projects/hotelling/badge/?version=latest
        :target: https://hotelling.readthedocs.io/en/latest/?badge=latest
        :alt: Documentation Status

Hotelling implements one and two sample Hotelling T^2 (T-squared) tests.
It also implements Hotelling Control Charts (Multivariate) and multiple
Univariate Control Charts

.. figure:: https://github.com/dionresearch/hotelling/raw/master/png/hotelling_control_chart.png
   :alt: Hotelling Control Chart

   Hotelling Control Chart

.. figure:: https://github.com/dionresearch/hotelling/raw/master/png/univariate_chart.png
   :alt: Univariate Control Chart

   Univariate Control Chart

-  Free software: MIT license
-  Documentation: https://hotelling.readthedocs.io.

Features
--------

-  Stats module covering hotelling t^2 (t-squared) statistics, f-value
   and p-value
-  plots module covering Univariate Control Chart and Hotelling Control
   Chart
-  with the optional plotly module, provides interactive charts:

.. figure:: https://github.com/dionresearch/hotelling/raw/master/png/interactive.png
   :alt: Interactive Control Chart

Credits
-------

This package was created with
`Cookiecutter <https://github.com/audreyr/cookiecutter>`__ and the
`audreyr/cookiecutter-pypackage <https://github.com/audreyr/cookiecutter-pypackage>`__
project template.

.. |image| image:: https://img.shields.io/pypi/v/hotelling.svg
   :target: https://pypi.python.org/pypi/hotelling
.. |Documentation Status| image:: https://readthedocs.org/projects/hotelling/badge/?version=latest
   :target: https://hotelling.readthedocs.io/en/latest/?badge=latest


=======
History
=======

0.4.1 (2021-03-20)
------------------
* --chart option to cli
* --output <filename} or 'stdout'  option to cli
* support for sixel display with pysixel
* improved documentation
* flake8 cleanup, automation

0.4.0 (2020-07-26)
------------------

* matplotlib as requirement
* now with optional plotly support
* keyword interactive for uni and multivariate control charts
* bugfix, handling no outliers

0.3.0 (2020-06-04)
------------------

* added multi and univariate control charts

0.2.0 (2020-06-02)
------------------

* Added one sample T-squared test

0.1.0 (2019-10-27)
------------------

* First release


