https://github.com/yuehhua/prob-prog.jl

https://github.com/yuehhua/prob-prog.jl

Last synced: 12 days ago
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• Host: GitHub
• URL: https://github.com/yuehhua/prob-prog.jl
• Owner: yuehhua
• License: mit
• Created: 2019-01-09T17:04:05.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-02-08T16:14:39.000Z (almost 5 years ago)
• Last Synced: 2023-02-27T00:21:47.329Z (almost 2 years ago)
• Language: Jupyter Notebook
• Size: 1.64 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Brief introduction to probabilistic programming

## References

* [Bayesians and Frequentists - Models, Assumptions, and Inference](http://csyue.nccu.edu.tw/ch/Bayes%20vs%20Frequentist%20(George%20Casella).pdf)

* [Robert Wharton, BAYESIAN MODEL FITTING AND MCMC - A6523](http://hosting.astro.cornell.edu/~cordes/A6523/Lecture20_A6523_Spring2017.pdf)

* [Bob Carpenter, Bayesian Inference and Markov Chain Monte Carlo](pdf/mlss-carpenter-mcmc.pdf)

* [Patrick Breheny, MCMC Diagnostics](http://web.as.uky.edu/statistics/users/pbreheny/701/s13/notes/3-5.pdf)