{"product_id":"categorical-data-analysis-by-example-9781119307860","title":"Categorical Data Analysis by Example","description":"\u003cp\u003e • Author(s): Graham J. G. Upton\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - Multivariate Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIntroduces the key concepts in the analysis of categoricaldata with illustrative examples and accompanying R code\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThis book is aimed at all those who wish to discover how to analyze categorical data without getting immersed in complicated mathematics and without needing to wade through a large amount of prose. It is aimed at researchers with their own data ready to be analyzed and at students who would like an approachable alternative view of the subject.\u003c\/p\u003e \u003cp\u003eEach new topic in categorical data analysis is illustrated with an example that readers can apply to their own sets of data. In many cases, R code is given and excerpts from the resulting output are presented. In the context of log-linear models for cross-tabulations, two specialties of the house have been included: the use of cobweb diagrams to get visual information concerning significant interactions, and a procedure for detecting outlier category combinations. The R code used for these is available and may be freely adapted. In addition, this book:\u003c\/p\u003e  *Uses an example to illustrate each new topic in categorical data *Provides a clear explanation of an important subject *Is understandable to most readers with minimal statistical and mathematical backgrounds *Contains examples that are accompanied by R code and resulting output *Includes starred sections that provide more background details for interested readers  \u003cp\u003e\u003ci\u003eCategorical Data Analysis by Example \u003c\/i\u003eis a reference for students in statistics and researchers in other disciplines, especially the social sciences, who use categorical data. This book is also a reference for practitioners in market research, medicine, and other fields.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":45201841881239,"sku":"9781119307860","price":9341.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781119307860.webp?v=1769208075","url":"https:\/\/atlanticbooks.com\/products\/categorical-data-analysis-by-example-9781119307860","provider":"Atlantic Books","version":"1.0","type":"link"}