Hotelling

Status

About

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/
• Extra data in tests/data

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 dask (and distributed) module, can handle large datasets efficiently
• 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.

Coverage

See report here