{"product_id":"analysis-of-categorical-data-with-r","title":"Analysis of Categorical Data with R","description":"\u003cp\u003e\u003cstrong\u003eAnalysis of Categorical Data with R, Second Edition\u003c\/strong\u003e 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.\u003c\/p\u003e\u003cp\u003eThe second edition is a substantial update of the first based on the authors’ experiences 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.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFeatures:\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eRequires no prior experience with R, and offers an introduction to the essential features and functions of R\u003c\/li\u003e\n\u003cli\u003eIncludes numerous examples from medicine, psychology, sports, ecology, and many other areas\u003c\/li\u003e\n\u003cli\u003eIntegrates extensive R code and output\u003c\/li\u003e\n\u003cli\u003eGraphically demonstrates many of the features and properties of various analysis methods\u003c\/li\u003e\n\u003cli\u003eOffers a substantial number of exercises in all chapters, enabling use as a course text or for self-study\u003c\/li\u003e\n\u003cli\u003eSupplemented by a website with data sets, code, and teaching videos\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eAnalysis of Categorical Data with R, Second Edition\u003c\/strong\u003e 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.\u003c\/p\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54227413959000,"sku":"9780367553234","price":99.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367553234.jpg?v=1770461133","url":"https:\/\/agendabookshop.com\/products\/analysis-of-categorical-data-with-r","provider":"Agenda Bookshop","version":"1.0","type":"link"}