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Bayesian


Bayesian Books

Bayesian Data Analysis
Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS
Think Bayes: Bayesian Statistics in Python
Bayesian Statistics the Fun Way: Understanding Statistics and Probability with Star Wars, LEGO, and Rubber Ducks
Data Analysis Using Regression and Multilevel/Hierarchical Models
DATA ANALYSIS:BAYESIAN TUTORIAL 2E PAPER: A Bayesian Tutorial
Statistical Rethinking: A Bayesian Course with Examples in R and Stan (Chapman & Hall/CRC Texts in Statistical Science)
Bayesian Reasoning and Machine Learning
Pattern Recognition and Machine Learning (Information Science and Statistics)
Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference
Bayes Theorem Examples: A Visual Guide For Beginners
Bayesian Computation with R (Use R)
Bayesian Statistics and Marketing
Bayesian Analysis with Python: Click here to enter text.
Probabilistic Graphical Models: Principles and Techniques
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Lists

Studies in the history of statistics and probability by E.S. PearsonBayesian Epistemology by Luc BovensLogical Foundations of Probability by Rudolf CarnapMeaning and Necessity by Rudolf CarnapPutting Logic in Its Place by David Christensen
Bayesian Epistemology
37 books — 1 voter
Obliquity by John KayRationality in Action by John Rogers SearleBayesian Rationality by Mike OaksfordThe Myth of the Framework by Karl PopperCFAR Applied Rationality Workshop - Participant Handbook by CFAR, Duncan Sabien
Rationality
93 books — 2 voters

Quotes Tagged “Bayesian”

“ Although Ramsey's and de Finetti's accounts endowed an agent's probabilities with a purely subjective status they knew that, for from rendering those quantities scientifically valueless, the condition of consistency combined with the rule of conditionalization supports a powerful new epistemology called Bayesian epistemology. Its scientific appeal lies principally in two features: (i) so-called Bayesian networks are not only extremely powerful diagnostic tools but also provide the formal basis o ...more ”
― Colin Howson
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“ But the point is one of probability: we all have a lifetime’s experience of the laws of nature not being broken, and we also have a lifetime’s experience of people saying things that are not true. If someone says, “I saw a dead man come back to life,” most of us would consider it more likely that that someone is wrong, or lying, than that they actually saw a dead man come back to life. So, says Hume, we should ignore that testimony as irrelevant. But Price, newly armed with Bayes’ theorem, wante ...more ”
― Tom Chivers
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