advanced_tools:bayesian_statistics
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advanced_tools:bayesian_statistics [2017/04/14 09:47] jakobadmin [Beginner] |
advanced_tools:bayesian_statistics [2022/09/07 19:01] (current) 147.92.69.196 [Student] |
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| ====== Bayesian Statistics ====== | ====== Bayesian Statistics ====== | ||
| - | ===== PopSci/Cocktail Party Explanation ===== | + | <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> | ||
| - | ===== Why is it interesting? ===== | + | <note tip> |
| + | The motto in this section is: //the higher the level of abstraction, the better//. | ||
| + | </note> | ||
| - | ===== Beginner ===== | + | --> Common Question 1# |
| - | [[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]]) | + | --> Common Question 2# |
| - | ===== Examples ===== | + | |
| + | <-- | ||
| + | |||
| + | <tabbox Examples> | ||
| + | |||
| + | --> Example1# | ||
| + | |||
| + | |||
| + | <-- | ||
| + | |||
| + | --> Example2:# | ||
| + | |||
| + | |||
| + | <-- | ||
| + | |||
| + | <tabbox History> | ||
| + | |||
| + | </tabbox> | ||
| - | ===== Advanced ===== | ||
| - | ===== History ===== | ||
advanced_tools/bayesian_statistics.1492156074.txt.gz · Last modified: 2017/12/04 08:01 (external edit)
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