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:
Credits
This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.
History
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
1 maintainer
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