Notes from reading the online book Think Bayes: Bayesian Statistics Made Simple.
Chapter 5 Odds and Addends
In addition to normal Bayesian formula
p(H|D)=p(D|H)p(H)p(D)
The odds form of Bayes's theorem is
$$ o(A|D) = o(A) \frac{p(D ...
Doing Bayesian Data Analysis
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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 ...
GitHub Blog Setup
Now I have decided to use github + pelican for personal blog. The plan is to integrate with ipython notebook so all the math and stats notes can be displayed easily.
Setup Steps
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Follow the instructions from How to setup Github User Page with Pelican, up to the point where first ...