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Hypothesize

Hypothesize · founded 2020

On the record

Academic citation
The site requests that academic users cite Campopiano and Wilcox's 2020 Journal of Open Source Software article.alcampopiano.github.io · read 11 Oct 2026
Citation
The home page gives a 2020 Journal of Open Source Software citation with Allan Campopiano and Rand R. Wilcox as authors.alcampopiano.github.io · read 11 Oct 2026
Data import formats
Pandas DataFrames or Series; CSV via Pandasalcampopiano.github.io · read 23 Sep 2026
Dependencies
The listed dependencies are Python 3.6 or newer, NumPy, Pandas, SciPy, and more-itertools, installed automatically with the installation command.alcampopiano.github.io · read 11 Oct 2026
Deployment
desktopalcampopiano.github.io · read 23 Sep 2026
Error control
Family-wise error can be controlled with sequentially rejective methods.alcampopiano.github.io · read 11 Oct 2026
Estimator options
Where applicable, tests can use estimators such as the mean, median, trimmed mean, winsorized correlation, and percentage bend correlation.alcampopiano.github.io · read 11 Oct 2026
Estimators
Where applicable, tests let users specify estimators such as the mean, median, trimmed mean, winsorized correlation, and percentage bend correlation.alcampopiano.github.io · read 11 Oct 2026
Examples
The overview says every top level function has a one click, ready to run example.alcampopopiano.github.io · read 11 Oct 2026
Installation
The package can be installed with pip using `pip install hypothesize`.alcampopiano.github.io · read 11 Oct 2026
License
Hypothesize is licensed under the BSD 3-Clause license.alcampopiano.github.io · read 11 Oct 2026
Methods
The library brings robust statistical methods based on Rand R. Wilcox’s WRS package to Python.alcampopiano.github.io · read 11 Oct 2026
Notable function limit
The function reference says some documented tests currently support only `trim_mean` as their measure-of-location estimator.alcampopiano.github.io · read 11 Oct 2026
Notable limitation
The function reference says `l2drmci` cannot handle unequal sample sizes when `pairwise_drop_na` is false.alcampopiano.github.io · read 11 Oct 2026
Notebook integration
The GitHub README says each statistical test can be launched in Deepnote’s hosted notebook environment with sample data.github.com · read 11 Oct 2026
Purpose
Hypothesize is a Python library for robust statistics that compares groups and measures associations.alcampopiano.github.io · read 11 Oct 2026
Regression models
Noalcampopiano.github.io · read 23 Sep 2026
Requirements
The listed dependencies are Python 3.6 or newer, NumPy, Pandas, SciPy, and more-itertools; the page says they install automatically with the pip command.alcampopiano.github.io · read 11 Oct 2026

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