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1u15
86 days ago
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Bayesian Data Analysis, Third edition (2013) [pdf]
Regression and Other Stories. It’s also co-authored by Gelman and it reads like an updated version of his previous book Data Analysis Using Hierarchical/Multilevel Models.
Statistical Rethinking is a good option too.
armcat
86 days ago
[–]
Can second Regression and Other Stories, it's freely available here:
https://users.aalto.fi/~ave/ROS.pdf
, and you can access additional information such as data and code (including Python and Julia ports) here:
https://avehtari.github.io/ROS-Examples/index.html
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Statistical Rethinking is a good option too.