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advanced_tools:bayesian_statistics [2017/12/16 12:14]
advanced_tools:bayesian_statistics [2022/09/07 19:01] (current)
147.92.69.196 [Student]
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 +====== Bayesian Statistics ======
 +
 +<tabbox Why is it interesting?> ​
 +
 +<tabbox Layman> ​
 +**Recommended Books:
 +**
 +  * The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy by Sharon Bertsch McGray
 +  ​
 +<tabbox Student> ​
 +
 +  * [[https://​betterexplained.com/​articles/​an-intuitive-and-short-explanation-of-bayes-theorem/​|An Intuitive (and Short) Explanation of Bayes’ Theorem]] by Kalid Azad
 +  * [[https://​betterexplained.com/​articles/​understanding-bayes-theorem-with-ratios/​|Understanding Bayes Theorem With Ratios]]by Kalid Azad
 +  * [[https://​link.springer.com/​article/​10.3758/​s13423-017-1272-1|Bayesian data analysis for newcomers]] by John K. Kruschke and Torrin M. Liddell; (Available also [[https://​osf.io/​preprints/​psyarxiv/​nqfr5|here]])
 +  * Bayes' Theorem Examples: A Visual Introduction For Beginners by Dan Morris (book)
 +  * [[http://​www.greenteapress.com/​thinkbayes/​thinkbayes.pdf|Think Bayes -  Bayesian Statistics Made Simple]]
 +  ​
 +  * [[https://​bayes.wustl.edu/​| Probability Theory as Extended Logic]]
 +  * [[https://​bayes.wustl.edu/​etj/​prob/​book.pdf|Probability Theory: The Logic of Science]] by Edwin T. Jaynes ​
 + 
 +<tabbox Researcher> ​
 +
 +<note tip>
 +The motto in this section is: //the higher the level of abstraction,​ the better//.
 +</​note>​
 +
 +--> Common Question 1#
 +
 + 
 +<--
 +
 +--> Common Question 2#
 +
 + 
 +<--
 +  ​
 +<tabbox Examples> ​
 +
 +--> Example1#
 +
 + 
 +<--
 +
 +--> Example2:#
 +
 + 
 +<--
 +  ​
 +<tabbox History> ​
 +
 +</​tabbox>​
 +