stat-cookbook
textbook
| stat-cookbook | textbook | |
|---|---|---|
| 4 | 1 | |
| 2,150 | 756 | |
| - | 1.2% | |
| 2.6 | 5.1 | |
| about 1 year ago | about 1 month ago | |
| TeX | Jupyter Notebook | |
| GNU General Public License v3.0 or later | - |
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stat-cookbook
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Introduction to Modern Statistics
For studying statistics, I put together a comprehensive cheat sheet: https://github.com/mavam/stat-cookbook
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Calc III vs Linear Algebra
I'd recommend looking for a copy of Harville's Matrix Algebra for Statisticians. Also download a copy of the matrix cookbook to have as a quick reference for homeworks or studying proofs. There is a similar stats cookbook that you may find helpful, but it's not as useful as the matrix one.
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Probability and Statistics Cookbook (2011) [pdf]
and it unstuck me from a little puzzle.
More recent version at: http://statistics.zone
- Relationships between statistical functions
textbook
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Introduction to Modern Statistics
Hmmm ... must be because the 2nd edition is still in progress. Best option might be to follow the immortal words of Obiwan Kenobi and "use the source": https://github.com/OpenIntroStat/ims
Otherwise you can try building a PDF from the very similar Data 8 book[1] using [2]
[1]: https://github.com/data-8/textbook
[2]: https://jupyterbook.org/en/stable/advanced/pdf.html
What are some alternatives?
Data-Science-Roadmap - Data Science Roadmap from A to Z
jasp-desktop - JASP aims to be a complete statistical package for both Bayesian and Frequentist statistical methods, that is easy to use and familiar to users of SPSS
econometrics-cheatsheet - Multiple econometrics cheat sheets with a complete and summarize review going from the basics of an econometric model to the solution of the most popular problems.
ims - 📚 Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference. For v1, see https://openintro-ims.netlify.app.
systems-programming-cheat-sheet - Cheat sheet for x86-64 Unix systems programming
tests-as-linear - Common statistical tests are linear models (or: how to teach stats)
statistical-rethinking - A repository for working through the Bayesian statistics book "Statistical Rethinking" by Richard McElreath.
cmake-cheatsheet - CMake Cheat Sheet