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Doing Bayesian Data Analysis: A Tutorial with R and BUGS by John K. Kruschke

Doing Bayesian Data Analysis: A Tutorial with R and BUGS John K. Kruschke ebook
ISBN: 0123814855, 9780123814852
Format: pdf
Page: 541
Publisher: Academic Press

Doing Bayesian Data Analysis: A Tutorial with R and BUGS Published: 2010-11-10 | ISBN: 0123814855 | PDF | 672 pages | 10 MB Doing Bayesian Data Analysis: A Tutorial with R and BUGS Publishe. Don't the puppies on the cover make it look easy!?! Posted by safeisrisky under Books, Math, Statistics The first part contains basic ideas on probability, models, Bayesian reasoning and R programming. Doing Bayesian Data Analysis : Summary. The textbook I have chosen is Doing Bayesian Data Analysis: A Tutorial with R and BUGS. Doing Bayesian Data Analysis, A Tutorial Introduction with R and BUGS provides an accessible approach to Bayesian data analysis, as material is explained clearly with concrete examples. Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS (Academic Press). So, I guess this part could be speed read. The second part is the juicy part of the book where simple dichotomous data is used to explain hierarchical models, MCMC, sampling methods, Gibbs sampler and BUGS. John Krushke wrote a book called Doing Bayesian Data Analysis: A Tutorial with R and BUGS. I am now on chapter five and I can honestly saw that this is an excellent book.