> For the complete documentation index, see [llms.txt](https://ai.nuhil.net/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://ai.nuhil.net/statistics/bootstrapping.md).

# Bootstrapping

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The use of resampled data to perform statistical inference. 
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### How to Compute a Bootstrap Replicate

Choose n number of random data points from the n data points to make it a replica of the original data set but with random (with duplicate) choices. Then calculate the params (mean, std etc) again and again.