textbook
stat-cookbook
| textbook | stat-cookbook | |
|---|---|---|
| 1 | 4 | |
| 758 | 2,153 | |
| 1.5% | - | |
| 5.1 | 2.6 | |
| 1 day ago | about 1 year ago | |
| Jupyter Notebook | TeX | |
| - | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
textbook
-
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
stat-cookbook
-
Introduction to Modern Statistics
For studying statistics, I put together a comprehensive cheat sheet: https://github.com/mavam/stat-cookbook
-
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.
-
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
What are some alternatives?
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
Data-Science-Roadmap - Data Science Roadmap from A to Z
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.
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.
tests-as-linear - Common statistical tests are linear models (or: how to teach stats)
systems-programming-cheat-sheet - Cheat sheet for x86-64 Unix systems programming
statistical-rethinking - A repository for working through the Bayesian statistics book "Statistical Rethinking" by Richard McElreath.
cmake-cheatsheet - CMake Cheat Sheet