hotelling 0.5.0

Hotelling implements one and two sample Hotelling T2 tests and control charts

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

Hotelling Control Chart

Univariate Control Chart

• Free software: MIT license

• Documentation: https://dionresearch.github.io/hotelling/

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:

For this to work properly, you have to install plotly version 0.5 or greater. This is available from pypi, or through the plotly channel for conda: conda install plotly -c plotly

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

History

0.5.0 (2021-07-20)

• Dask support

• Update to latest plotly / matplotlib

• many new tests

0.4.3 (2021-03-28)

• plotly template(s) can be passed as argument

• added cusum and cusum options

• set last working matplotlib w/plotly mpl compatibility

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