Doing Bayesian Data Analysis: A Tutorial with R and BUGS

(31 Customer Reviews)
, 2010-11-10, 672 pages

Editorial Reviews

There is an explosion of interest in Bayesian statistics, primarily because recently created computational methods have finally made Bayesian analysis obtainable to a wide audience. Doing Bayesian , A Tutorial Introduction with R and BUGS provides an accessible approach to Bayesian data analysis, as material is explained clearly with concrete examples. The book begins with the basics, including essential concepts of probability and random sampling, and gradually progresses to advanced hierarchical modeling methods for realistic data. The text delivers comprehensive coverage of all scenarios addressed by non-Bayesian –t-tests, analysis of variance (ANOVA) and comparisons in ANOVA, multiple regression, and chi-square (contingency table analysis).

This book is intended for first year graduate students or advanced undergraduates. It provides a bridge between undergraduate training and modern Bayesian methods for data analysis, which is becoming the accepted research standard. Prerequisite is knowledge of algebra and basic calculus. Free software now includes programs in JAGS, which runs on Macintosh, , and Windows.

Author website: http://www.indiana.edu/~kruschke/DoingBayesianDataAnalysis/

-Accessible, including the basics of essential concepts of probability and random sampling

-Examples with R language and BUGS software

-Comprehensive coverage of all scenarios addressed by non-bayesian textbooks- t-tests, analysis of variance (ANOVA) and comparisons in ANOVA, multiple regression, and chi-square (contingency table analysis).

-Coverage of experiment planning

-R and BUGS programming on website

-Exercises have explicit purposes and guidelines for accomplishment

Book Details

QR code for Doing Bayesian Data Analysis: A Tutorial with R and BUGS
  • Title: Doing Bayesian Data Analysis: A Tutorial with R and BUGS
  • Author:
  • Length: 672 pages
  • Edition: 1
  • Language: English
  • Publisher:
  • Publication Date: 2010-11-10
  • ISBN-10: 0123814855
  • ISBN-13: 9780123814852
Read More Details on Google Books

Book Preview

Doing Bayesian Data Analysis: A Tutorial with R and BUGS is available read online. Click to Read Sample Chapters Online

Book Reviews

Read all Doing Bayesian Data Analysis: A Tutorial with R and BUGS Reviews on Amazon or Goodreads

PDF eBook Free Download

Doing Bayesian Data Analysis: A Tutorial with R and BUGS PDF FREE DOWNLOAD in 14 Friendly File Hosts: FireDrive, ZippyShare, SockShare, ShareBeast, BayFiles, Crocko, MixtureCloud, Depositfiles, UptoBox, Uploaded, BitShare, RapidGator, TurboBit. Report Dead Links & Get a Copy

Enjoyed this Book? Please support the author, Don't Download It, buy this book from amazon.

Amazon.com - Read eBooks using the FREE Kindle Reading App on Most Devices

File HosteBook Free Download LinkFormatSize (MB)ThanksUpload Date
EU(multi)Click to downloadPDF9.6foxebook02/25/2013

None of the files shown here are hosted or transmitted by this server. The links are provided solely by this site’s users. You may not use this site to distribute or download any material when you do not have the legal rights to do so. It is your own responsibility to adhere to these terms. Found illegal content? Let us know! REPORT ABUSE

Leave a Reply

Your email address will not be published. Required fields are marked *

You may use these HTML tags and attributes: <a href="" title=""> <abbr title=""> <acronym title=""> <b> <blockquote cite=""> <cite> <code> <del datetime=""> <em> <i> <q cite=""> <strike> <strong>