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I would recommend BDA3 and Stan. http://www.stat.columbia.edu/~gelman/book/ http://www.stat.columbia.edu/~gelman/book/
by richrichie 3y ago
I would recommend BDA3 and Stan.
http://www.stat.columbia.edu/~gelman/book/ http://www.stat.columbia.edu/~gelman/book/
- argiopetech 3y agoBDA3 is undoubtedly the authoritative source, but it's tough going without prior experience.
- fbdab103 3y agoI will second that perspective. Would steer clear as an introductory text.
- richrichie 3y agoIt is a challenging book. But it is an introductory level material on Bayesian statistics. One can teach an undergrad course from the book. IMO, doing computation along the way makes the process enjoyable. Stan / julia-turing / pymcmc all good tools.
- somethingsome 3y agoSelf plug for stan on windows in a docker dev environment: https://github.com/dbonattoj/cookiecutter-pystan https://github.com/dbonattoj/cookiecutter-pystan