Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan
John Kruschke
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Description for Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan
Hardback. Num Pages: 776 pages, Approx. 175 illustrations. BIC Classification: PBT; PBW. Category: (U) Tertiary Education (US: College). Dimension: 199 x 236 x 44. Weight in Grams: 1756.
Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clearly with concrete examples. Included are step-by-step instructions on how to carry out Bayesian data analyses in the popular and free software R and WinBugs, as well as new programs in JAGS and Stan. The new programs are designed to be much easier to use than the scripts in the first edition. In particular, there are now compact high-level scripts that make it easy to run the programs on your own data sets. ... Read more
Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clearly with concrete examples. Included are step-by-step instructions on how to carry out Bayesian data analyses in the popular and free software R and WinBugs, as well as new programs in JAGS and Stan. The new programs are designed to be much easier to use than the scripts in the first edition. In particular, there are now compact high-level scripts that make it easy to run the programs on your own data sets. ... Read more
Product Details
Publisher
Elsevier Science Publishing Co Inc
Format
Hardback
Publication date
2014
Condition
New
Number of Pages
776
Place of Publication
San Diego, United States
ISBN
9780124058880
SKU
V9780124058880
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-3
About John Kruschke
John K. Kruschke is Professor of Psychological and Brain Sciences, and Adjunct Professor of Statistics, at Indiana University in Bloomington, Indiana, USA. He is eight-time winner of Teaching Excellence Recognition Awards from Indiana University. He won the Troland Research Award from the National Academy of Sciences (USA), and the Remak Distinguished Scholar Award from Indiana University. He has been on ... Read more
Reviews for Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan
"Both textbook and practical guide, this work is an accessible account of Bayesian data analysis starting from the basics…This edition is truly an expanded work and includes all new programs in JAGS and Stan designed to be easier to use than the scripts of the first edition, including when running the programs on your own data sets."
MAA Reviews ... Read more
MAA Reviews ... Read more