03546cam a22003978i 4500 23537513 OSt 20250429122414.0 240126s2025 flu b 001 0 eng 2024002756 9780367553234 (hbk) 9780367553425 (pbk) DLC eng rda JKRC 512.6202855133 23 BIL.C Bilder, Christopher R. Author 34327 Analysis of categorical data with R / by Christopher R. Bilder and Thomas M. Loughin. English. 2nd. Boca Raton : CRC Press, 2025. 2409 xvii, 687 p. 26 cm. text txt rdacontent unmediated n rdamedia volume nc rdacarrier 81.99 Pound CRC textbooks in statistical science Includes bibliographical references and index. "Analysis of Categorical Data with R, Second Edition presents a modern account of categorical data analysis using the R software environment. 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 second edition is a substantial update of the first based on the authors' experience of teaching from the book for nearly a decade. The book is organized as before, but with new content throughout, and there are two new substantive topics in the advanced topics chapter - group testing and splines. The computing has been completely updated, with the emmeans package now integrated into the book. The examples have also been updated, notably to include new examples based on COVID-19, and there are more than 90 new exercises in the book. The solutions manual and teaching videos have also been updated. Features: Requires no prior experience with R, and offers an introduction to the essential features and functions of R Numerous examples from medicine, psychology, sports, ecology, and many other areas Extensive integrated R code and output Many graphical demonstrations of the features and properties of various analysis methods Substantial number of exercises in all chapters, enabling use as a course text or for self-study Supplemented by a website with datasets, code, and teaching videos Analysis of Categorical Data with R, Second Edition is primarily designed for a course on categorical data analysis taught at the advanced undergraduate or graduate level. Such a course could be taught in a statistics or biostatistics department, or within mathematics, psychology, social science, ecology, or another quantitative discipline. It could also be used by a self-learner, and would make an ideal reference for a researcher from any discipline where categorical data arise"-- Provided by publisher. Categories (Mathematics) Data processing. 34328 R (Computer program language) MATHEMATICS / Probability & Statistics / General. bisacsh 34329 Loughin, Thomas M. Author 34330 Online version: Bilder, Christopher R. Analysis of categorical data with R Second edition. Boca Raton : CRC Press, 2025 9781003093091 (DLC) 2024002757 7 cbc orignew 1 ecip 20 y-gencatlg ddc 1 23 0 430458 430458 0 0 ddc 0 0 2 2 2025-04-24 Universal Book Service, 341 / 04-03-2025 520948 0 512.6202855133 BIL.C 520948 2025-04-24 81.99 2025-04-24 1 81.99 Pound