Beyond Multiple Linear Regression is popular PDF and ePub book, written by Paul Roback in 2021-01-14, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Beyond Multiple Linear Regression can be Read Online from any device for your convenience.
Beyond Multiple Linear Regression Book PDF Summary
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)
Detail Book of Beyond Multiple Linear Regression PDF
- Author : Paul Roback
- Release : 14 January 2021
- Publisher : CRC Press
- ISBN : 9781439885406
- Genre : Mathematics
- Total Page : 436 pages
- Language : English
- PDF File Size : 10,5 Mb
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