Description: Further DetailsTitle: Doing Bayesian Data AnalysisCondition: NewEAN: 9780124058880ISBN: 9780124058880Publisher: Academic Press IncFormat: HardbackRelease Date: 12/30/2014Item Height: 235mmItem Length: 191mmItem Weight: 1740gAuthor: John KruschkeLanguage: EnglishSubtitle: A Tutorial with R, JAGS, and StanDescription: 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. The book is divided into three parts and begins with the basics: models, probability, Bayes’ rule, and the R programming language. The discussion then moves to the fundamentals applied to inferring a binomial probability, before concluding with chapters on the generalized linear model. Topics include metric-predicted variable on one or two groups; metric-predicted variable with one metric predictor; metric-predicted variable with multiple metric predictors; metric-predicted variable with one nominal predictor; and metric-predicted variable with multiple nominal predictors. The exercises found in the text have explicit purposes and guidelines for accomplishment. This book is intended for first-year graduate students or advanced undergraduates in statistics, data analysis, psychology, cognitive science, social sciences, clinical sciences, and consumer sciences in business.Country/Region of Manufacture: USGenre: Science Nature & MathRelease Year: 2014 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Doing Bayesian Data Analysis
Title: Doing Bayesian Data Analysis
EAN: 9780124058880
ISBN: 9780124058880
Release Date: 12/30/2014
Release Year: 2014
Item Height: 235mm
Item Weight: 1740g
Subtitle: A Tutorial with R, JAGS, and Stan
Country/Region of Manufacture: US
Genre: Science Nature & Math
Number of Pages: 776 Pages
Publication Name: Doing Bayesian Data Analysis : a Tutorial with R, Jags, and Stan
Language: English
Publisher: Elsevier Science & Technology
Publication Year: 2014
Subject: Programming Languages / General, Probability & Statistics / General, Probability & Statistics / Bayesian Analysis, Mathematical Analysis
Type: Textbook
Author: John Kruschke
Subject Area: Mathematics, Computers
Item Length: 9.2 in
Item Width: 7.5 in
Format: Hardcover
