Bootstrap: A Beginner-Friendly Introduction With a Python example

Bootstrapping and the central limit theorem

Janik and Patrick Tinz
Towards AI
Published in
5 min readJun 20, 2023

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Bootstrap: A beginner-friendly introduction with a Python example
Photo by Glenn Carstens-Peters on Unsplash

The bootstrap method is a resampling technique in which one draws many samples again from one sample. It is used to estimate summary statistics like the mean or standard deviation. The bootstrap method is a powerful statistical tool, and it is useful for small samples. The…

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