The use of Bayesian methods for the analysis of data has grown substantially in areas as diverse as applied statistics, psychology, economics and medical science. Bayesian Methods for Categorical Data sets out to demystify modern Bayesian methods, making them accessible to students and researchers alike. Emphasizing the use of statistical computing and applied data analysis, this book provides a comprehensive introduction to Bayesian methods of categorical outcomes.
* Reviews recent Bayesian methodology for categorical outcomes (binary, count and multinomial data).
* Considers missing data models techniques and non-standard models (ZIP and negative binomial).
* Evaluates time series and spatio-temporal models for discrete data.
* Features discussion of univariate and multivariate techniques.
* Provides a set of downloadable worked examples with documented WinBUGS code, available from an ftp site.
The author's previous 2 bestselling titles provided a comprehensive introduction to the theory and application of Bayesian models. Bayesian Models for Categorical Data continues to build upon this foundation by developing their application to categorical, or discrete data - one of the most common types of data available. The author's clear and logical approach makes the book accessible to a wide range of students and practitioners, including those dealing with categorical data in medicine, sociology, psychology and epidemiology.

About the Author

Peter Congdon, Queen Mary, University of London, UK
Peter is the author of two best-selling Wiley books on Bayesian modelling – Bayesian Statistical Modelling, and Applied Bayesian Modelling.

"About this title" may belong to another edition of this title.

Store Description

Welcome to the Solr Books & Books4Cause AbeBooks page! We are a social venture dedicated to supporting social causes, education, and community through a business model. Books4Cause doesn?t raise funds or rely on government grants. All of our funding comes from selling a portion of used books donated to us. Our main goal is to recirculate books back into the hands of people who will read and treasure them. We support both local and global initiatives. Through partnering with the African Library Project, we have built over 120 libraries in nursery schools, elementary schools, high schools, and universities across 18 countries in Africa. Our pop-up free library program in Chicago distributes free books in under-served neighborhoods throughout the city, giving necessary resources to children, adults, and families who otherwise may not have been able to access them. For more information on what we do, or how you can help, go to books4cause.com

Visit Seller's Storefront

Seller's business information

Solr Books
IL, U.S.A.

Sale & Shipping Terms

Terms of Sale

We guarantee the condition of every book as it's described on the Abebooks web
sites. If you're dissatisfied with your purchase (Incorrect Book/Not as
Described/Damaged) or if the order hasn't arrived, you're eligible for a refund
within 30 days of the estimated delivery date. If you've changed your mind about a
book that you've ordered, please use the Ask bookseller a question link to contact
us and we'll respond within 2 business days.

Shipping Terms

Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.