In an effort to structure the center pieces that I have came across in probability theory and statics, I created a reference document focussing on the mathematical essentials (available here).
By sharing this document, I hope to give statistics students a comprehensive summary of the core material taught in graduate courses about these topics. While mainly intended as a teaching resource, folks might also find it helpful as a personal reference, e.g., to look up distribution relationships or illustrations of common PDFs. I also maintain a page with updates and fixes. Feedback is always much appreciated.
- What are your favorite statistics cheat sheets, references, or cookbooks that I could use for inspiration?
- What helped you to structure your knowledge in this domain?
- In the long term, my plan is to enrich this document (or create a separate one) with R examples to bridge the gap between theory and practice. Would you deem this a valuable extension?