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Bayesian Data Analysis Study Notes

The following resources are useful for learning Bayesian analysis.

Books

  • Probabilistic Programming & Bayesian Methods for Hackers, by camdp
  • Doing Bayesian Data Analysis, 2nd ed, by J. Kruschke
  • Bayesian Data Analysis, by Gelman, Carlin, Stern, Dunson, Vehtari, and Rubin (1995, 2003, 2013)
  • Handbook of Markov Chain Monte Carlo, edited by Brooks ...