We are open! For operations and delivery updates due to COVID-19. (click here)

Call Boomerang Books 1300 36 33 32

Description - Generalized Linear Models and Correlated Data Methods by Paul Roback

Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R is designed for undergraduate students who have successfully completed a multiple linear regression course, helping them develop an expanded modeling toolkit that includes non-normal responses and correlated structure. Even though there is no mathematical prerequisite, the authors still introduce fairly sophisticated topics such as likelihood theory, zero-inflated Poisson, and parametric bootstrapping in an intuitive and applied manner. The case studies and exercises feature real data and real research questions; thus, most of the data in the textbook comes from collaborative research conducted by the authors and their students, or from student projects. Every chapter features a variety of conceptual exercises, guided exercises, and open-ended exercises using real data. After working through this material, students will develop an expanded toolkit and a greater appreciation for the wider world of data and statistical modeling.

A solutions manual for all exercises is available to qualified instructors at the book's website at www.routledge.com, and data sets and Rmd files for all case studies and exercises are available at the authors' GitHub repo (

Buy Generalized Linear Models and Correlated Data Methods by Paul Roback from Australia's Online Independent Bookstore, Boomerang Books.

Book Details

ISBN: 9781439885383
ISBN-10: 1439885389
Format: Hardback
(234mm x 156mm x mm)
Pages: 418
Imprint: CRC Press Inc
Publisher: Taylor & Francis Inc
Publish Date: 18-Dec-2020
Country of Publication: United States

Book Reviews - Generalized Linear Models and Correlated Data Methods by Paul Roback

» Have you read this book? We'd like to know what you think about it - write a review about Generalized Linear Models and Correlated Data Methods book by Paul Roback and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)

A Preview for this title is currently not available.