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Stattests

Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests

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/learn @marnikitta/Stattests
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Quality Score

0/100

Supported Platforms

Universal

README

Practitioner's Guide to Statistical Tests

Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests

<img src="./compressed_gifs/preview.gif" title="preview"/>

To play with statistical tests use Sandbox.ipynb notebook. You can change the following data generation parameters:

success_rate = 0.02
uplift = 0.2
N = 5000 # Number of users in groups
NN = 2000 # Number of runs

beta = 1000
skew = 1

Read the article for the details.

To reproduce gifs and plots from the article use assets.ipynb notebook.

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GitHub Stars210
CategoryDevelopment
Updated4mo ago
Forks62

Languages

Jupyter Notebook

Security Score

92/100

Audited on Dec 10, 2025

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