{"product_id":"9781119392378","title":"Handbook of Regression Analysis With Applications in R","description":"\u003ch3\u003eWiley Series in Probability and Statistics\u003c\/h3\u003e\u003ch1\u003eHandbook of Regression Analysis With Applications in R\u003c\/h1\u003e\u003ch3\u003eSamprit Chatterjee | Jeffrey S. Simonoff\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eMathematics \/ Probability \u0026amp; Statistics \/ Regression Analysis\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eHandbook and reference guide for students and practitioners of statistical regression-based analyses in R\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eHandbook of Regression Analysis with Applications in R,\u003c\/i\u003e Second Edition is a comprehensive and up-to-date guide to conducting complex regressions in the R statistical programming language. The authors' thorough treatment of \"classical\" regression analysis in the first edition is complemented here by their discussion of more advanced topics including time-to-event survival data and longitudinal and clustered data.\u003c\/p\u003e \u003cp\u003eThe book further pays particular attention to methods that have become prominent in the last few decades as increasingly large data sets have made new techniques and applications possible. These include:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eRegularization methods\u003c\/li\u003e \u003cli\u003eSmoothing methods\u003c\/li\u003e \u003cli\u003eTree-based methods\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eIn the new edition of the \u003ci\u003eHandbook,\u003c\/i\u003e the data analyst's toolkit is explored and expanded. Examples are drawn from a wide variety of real-life applications and data sets. All the utilized R code and data are available via an author-maintained website.\u003c\/p\u003e \u003cp\u003eOf interest to undergraduate and graduate students taking courses in statistics and regression, the \u003ci\u003eHandbook of Regression Analysis\u003c\/i\u003e will also be invaluable to practicing data scientists and statisticians.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eSamprit Chatterjee, PhD,\u003c\/b\u003e is Professor Emeritus of Statistics at New York University. A Fellow of the American Statistical Association, Dr. Chatterjee has been a Fulbright scholar in both Kazakhstan and Mongolia. He is the coauthor of multiple editions of \u003ci\u003eRegression Analysis By Example\u003c\/i\u003e, \u003ci\u003eSensitivity Analysis in Linear Regression\u003c\/i\u003e, \u003ci\u003eA Casebook for a First Course in Statistics and Data Analysis\u003c\/i\u003e, and the first edition of \u003ci\u003eHandbook of Regression Analysis\u003c\/i\u003e, all published by Wiley. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eJeffrey S. Simonoff, PhD,\u003c\/b\u003e is Professor of Statistics at the Leonard N. Stern School of Business of New York University. He is a Fellow of the American Statistical Association, a Fellow of the Institute of Mathematical Statistics, and an Elected Member of the International Statistical Institute. He has authored, coauthored, or coedited more than one hundred articles and seven books on the theory and applications of statistics. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e18 August 2020\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\u003e9781119392378\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\u003e384\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":44310816653452,"sku":"9781119392378","price":138.56,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781119392378_2dd00a00-cfef-499c-9ece-1d0bb03fe6e6.jpg?v=1780180333","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781119392378","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}