{"product_id":"9781119405269","title":"An Introduction to Categorical Data Analysis","description":"\u003ch3\u003eWiley Series in Probability and Statistics\u003c\/h3\u003e\u003ch1\u003eAn Introduction to Categorical Data Analysis\u003c\/h1\u003e\u003ch3\u003eAlan Agresti\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eMathematics \/ Probability \u0026amp; Statistics \/ General\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eA valuable new edition of a standard reference\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThe use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. \u003ci\u003eAn Introduction to Categorical Data Analysis, Third Edition\u003c\/i\u003e summarizes these methods and shows readers how to use them using software. Readers will find a unified generalized linear models approach that connects logistic regression and loglinear models for discrete data with normal regression for continuous data.\u003c\/p\u003e \u003cp\u003eAdding to the value in the new edition is:\u003c\/p\u003e \u003cp\u003e• Illustrations of the use of R software to perform all the analyses in the book\u003c\/p\u003e \u003cp\u003e• A new chapter on alternative methods for categorical data, including smoothing and regularization methods (such as the lasso), classification methods such as linear discriminant analysis and classification trees, and cluster analysis\u003c\/p\u003e \u003cp\u003e• New sections in many chapters introducing the Bayesian approach for the methods of that chapter\u003c\/p\u003e \u003cp\u003e• More than 70 analyses of data sets to illustrate application of the methods, and about 200 exercises, many containing other data sets\u003c\/p\u003e \u003cp\u003e• An appendix showing how to use SAS, Stata, and SPSS, and an appendix with short solutions to most odd-numbered exercises\u003c\/p\u003e \u003cp\u003eWritten in an applied, nontechnical style, this book illustrates the methods using a wide variety of real data, including medical clinical trials, environmental questions, drug use by teenagers, horseshoe crab mating, basketball shooting, correlates of happiness, and much more.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eAn Introduction to Categorical Data Analysis, Third Edition\u003c\/i\u003e is an invaluable tool for statisticians and biostatisticians as well as methodologists in the social and behavioral sciences, medicine and public health, marketing, education, and the biological and agricultural sciences.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e \t \u003cp\u003e\u003cb\u003eALAN AGRESTI\u003c\/b\u003e is Distinguished Professor Emeritus at the University of Florida. He has presented short courses on categorical data methods in 35 countries. He is the author of seven books, including the bestselling \u003ci\u003eCategorical Data Analysis\u003c\/i\u003e (Wiley), \u003ci\u003eFoundations of Linear and Generalized Linear Models\u003c\/i\u003e (Wiley), \u003ci\u003eStatistics: The Art and Science of Learning from Data\u003c\/i\u003e (Pearson), and \u003ci\u003eStatistical Methods for the Social Sciences\u003c\/i\u003e (Pearson). \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e20 November 2018\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781119405269\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e400\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e24.8\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44378718011532,"sku":"9781119405269","price":150.26,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781119405269.jpg?v=1780165875","url":"https:\/\/lateknightbooks.com\/products\/9781119405269","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}