Home E-Books Top E-Books Contact Us Help Report Abuse - DMCA
Doing Bayesian Data Analysis, book, ebook, e-book, PDF, Adobe, download, free, library, online

Doing Bayesian Data Analysis
A Tutorial Introduction with R
John Kruschke

Mathematics

Year | 2010

File Type | EPUB

File Size | 10.0MB

Pages | 639

Sign-Up To Download!

This Link is Available to Members ONLY

About This Book:

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 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. 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 textbooks--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, Linux, 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 programming 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 computer programming code on website

-Exercises have explicit purposes and guidelines for accomplishment

Similar E-Books:

Bayesian Data Analysis book, ebook, e-book, PDF, Adobe, download, free, library, online

Bayesian Data Analysis
Andrew Gelman, John B. Carlin

Missing Data in Longitudinal Studies book, ebook, e-book, PDF, Adobe, download, free, library, online

Missing Data in Longitudinal Studies
Michael J. Daniels, Joseph W. Hogan

Missing Data book, ebook, e-book, PDF, Adobe, download, free, library, online

Missing Data
John W. Graham

Top Categories

Medical
History
Mathematics
Love | Sex
Computers
Psychology

Mechanical Engineering
Finance | Money
Management
Food | Cooking
Civil Engineering

Popular Links

Home
E-Books
Top E-Books
Contact Us
Help

Download E-Book Readers
Report Abuse - DMCA
Login
Sign-Up

logo, book, ebook, e-book, PDF, Adobe, download, free, library, online, epub, mobi

Terms of Use  |  Privacy Policy

Notice To All Users: All parts of this website are for private use only. No files are hosted on our server, they are only indexed much like how Google works. This site merely indexes content that is readily available all over the web. The hosting server or the administrator cannot be held responsible for the contents of any linked sites or any link contained in a linked site, or changes / updates to such sites. All materials on this website is strictly for Educational Purposes ONLY.