9781439855676-1439855676-Analysis of Categorical Data with R (Chapman & Hall/CRC Texts in Statistical Science)

Analysis of Categorical Data with R (Chapman & Hall/CRC Texts in Statistical Science)

ISBN-13: 9781439855676
ISBN-10: 1439855676
Edition: 1
Author: Christopher R. Bilder, Thomas M. Loughin
Publication date: 2014
Publisher: Routledge
Format: Paperback 547 pages
FREE US shipping on ALL non-marketplace orders
Rent
35 days
from $69.45 USD
FREE shipping on RENTAL RETURNS
Marketplace
from $121.16 USD
Buy

From $77.00

Rent

From $69.45

Book details

ISBN-13: 9781439855676
ISBN-10: 1439855676
Edition: 1
Author: Christopher R. Bilder, Thomas M. Loughin
Publication date: 2014
Publisher: Routledge
Format: Paperback 547 pages

Summary

Analysis of Categorical Data with R (Chapman & Hall/CRC Texts in Statistical Science) (ISBN-13: 9781439855676 and ISBN-10: 1439855676), written by authors Christopher R. Bilder, Thomas M. Loughin, was published by Routledge in 2014. With an overall rating of 3.5 stars, it's a notable title among other Applied (Mathematics) books. You can easily purchase or rent Analysis of Categorical Data with R (Chapman & Hall/CRC Texts in Statistical Science) (Paperback) from BooksRun, along with many other new and used Applied books and textbooks. And, if you're looking to sell your copy, our current buyback offer is $20.66.

Description

Learn How to Properly Analyze Categorical Data
Analysis of Categorical Data with R presents a modern account of categorical data analysis using the popular R software. It covers recent techniques of model building and assessment for binary, multicategory, and count response variables and discusses fundamentals, such as odds ratio and probability estimation. The authors give detailed advice and guidelines on which procedures to use and why to use them.

The Use of R as Both a Data Analysis Method and a Learning Tool
Requiring no prior experience with R, the text offers an introduction to the essential features and functions of R. It incorporates numerous examples from medicine, psychology, sports, ecology, and other areas, along with extensive R code and output. The authors use data simulation in R to help readers understand the underlying assumptions of a procedure and then to evaluate the procedure’s performance. They also present many graphical demonstrations of the features and properties of various analysis methods.

Web Resource
The data sets and R programs from each example are available at www.chrisbilder.com/categorical. The programs include code used to create every plot and piece of output. Many of these programs contain code to demonstrate additional features or to perform more detailed analyses than what is in the text. Designed to be used in tandem with the book, the website also uniquely provides videos of the authors teaching a course on the subject. These videos include live, in-class recordings, which instructors may find useful in a blended or flipped classroom setting. The videos are also suitable as a substitute for a short course.

Rate this book Rate this book

We would LOVE it if you could help us and other readers by reviewing the book