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If anyone wants to get more into Bayesian stats, I will always recommend Statistical Rethinking by Richard McElreath. Maybe my all time favorite text book. He h
by frakt0x90 3y ago
If anyone wants to get more into Bayesian stats, I will always recommend Statistical Rethinking by Richard McElreath. Maybe my all time favorite text book. He has an accompanying youtube lecture series as well.
- 0cf8612b2e1e 3y agoI thought the book was so-so, but I find his lectures excellent. His second “season” of lectures has some amazing visualizations.
- dlivingston 3y agoI've never seen a "theatrical trailer" for a lecture series before: https://youtu.be/BYUykHScxj8 https://youtu.be/BYUykHScxj8
- Solvency 3y agoWhat prerequisite in math do you need to understand it? Calc/linear algebra sufficient?
- jihadjihad 3y agoReally just Algebra II from high school, and Calc I if you want to go deeper. In all honesty if you have a solid handle on Algebra II and some intuition with geometry there is nothing in all of higher math that will be beyond your reach.
- Jabbermonkey 3y agoIf you're looking for some Bayesian Stats books that require very little math/stats, I'd recommend starting with these two: Think Bayes by Allen Downey:https://allendowney.github.io/ThinkBayes2/ https://allendowney.github.io/ThinkBayes2/ Bayesian Methods for Hackers by Cam Davidson-Pilon: https://dataorigami.net/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/ https://dataorigami.net/Probabilistic-Programming-and-Bayesi... They're both an excellent warm up for Statistical Rethinking.