Documentation request: goodness of fit tests

phitterio / phitter-kernel

Phitter is a phython library for accurately fitting statistical distributions to datasets, offering intuitive usage, comprehensive visualization, and support for multiple distributions to enhance data analysis projects.

https://phitter.io/

MIT License

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Documentation request: goodness of fit tests #1

Open maresb opened 2 months ago

maresb commented 2 months ago

Hey, this package looks really interesting!

phitter.io states

The Phitter kernel studies over 80 probability distributions, both continuous and discrete, 3 goodness-of-fit tests, and interactive visualizations.

I'm curious what are these 3 goodness-of-fit tests. Do you have any technical documentation about them?

sebastianherreramonterrosa commented 2 months ago

Hi @maresb,

Thank you for your interest in Phitter!

Currently, we don't have technical documentation available. However, the three goodness-of-fit tests we use are:

Chi-Square Test
Kolmogorov-Smirnov Test
Anderson-Darling Test

I hope I can include detailed documentation that explains all these concepts.