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The probability and statistics cookbook contains a succinct representation of various topics in probability theory and statistics. It provides a comprehensive mathematical reference reduced to its essence, rather than aiming for elaborate explanations.

Feel encouraged to extend the cookbook by forking it and submitting pull requests.

Build Setup

You can build the cookbook locally via:

make

This first generates the distribution plots via R and then compiles the LaTeX source. You may have to install a few missing packages via CRAN.

License

This work is licensed under a Attribution-NonCommercial-ShareAlike 4.0 International License.

Creative Commons License

Screenshots

Distributions 1 Distributions 2 Graphs Hypothesis Testing Bayesian Time Series

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📙 The probability and statistics cookbook

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  • TeX 87.5%
  • R 11.7%
  • Makefile 0.8%