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Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R

Name: Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R
Brand: Chapman and Hall/CRC
SKU: 9780367680442
Price: 7022.00 INR
Availability: InStock
ISBN: 9780367680442

Contributor(s): Roback, Paul Author , Legler, Julie Author Format: Paperback

Paperback · ISBN 9780367680442

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Key Specifications

ISBN	9780367680442
Publisher	Chapman and Hall/CRC
Publication date	May 2024
Language	English
MRP	£49.99 GBP
Page count	438
Item weight	135 g

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 (https: //github.com/proback/BeyondMLR)

Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R

Key Specifications

Roback, Paul Author

Legler, Julie Author

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