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