{"product_id":"generalized-linear-mixed-models-walter-w-stroup-9781439815120","title":"Generalized Linear Mixed Models: Modern Concepts, Methods and Applications","description":"\u003cp\u003e\u003cstrong\u003eGeneralized Linear Mixed Models: Modern Concepts, Methods and Applications\u003c\/strong\u003e presents an introduction to linear modeling using the generalized linear mixed model (GLMM) as an overarching conceptual framework. For readers new to linear models, the book helps them see the big picture. It shows how linear models fit with the rest of the core statistics curriculum and points out the major issues that statistical modelers must consider.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eAlong with describing common applications of GLMMs, the text introduces the essential theory and main methodology associated with linear models that accommodate random model effects and non-Gaussian data. Unlike traditional linear model textbooks that focus on normally distributed data, this one adopts a generalized mixed model approach throughout: data for linear modeling need not be normally distributed and effects may be fixed or random. \u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eWith numerous examples using SAS\u003csup\u003e(R)\u003c\/sup\u003e PROC GLIMMIX, this book is ideal for graduate students in statistics, statistics professionals seeking to update their knowledge, and researchers new to the generalized linear model thought process. It focuses on data-driven processes and provides context for extending traditional linear model thinking to generalized linear mixed modeling.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eSee Professor Stroup discuss the book.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Walter W. Stroup\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1439815127\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781439815120\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/24\/2012\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 556\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.45lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.10w x 1.20d","brand":"Walter W. Stroup","offers":[{"title":"Hardcover","offer_id":44131117072639,"sku":"9781439815120","price":115.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_355f431c-d1e3-4ace-bafd-175bbfe5a1e9.jpg?v=1687473108","url":"https:\/\/www.whiterainbookhouse.com\/products\/generalized-linear-mixed-models-walter-w-stroup-9781439815120","provider":"WR Book House","version":"1.0","type":"link"}