{"product_id":"an-introduction-to-generalized-linear-models-paperback","title":"An Introduction to Generalized Linear Models - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eAnnette J. Dobson\u003c\/b\u003e (Author), \u003cb\u003eAdrian G. Barnett\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAn Introduction to Generalized Linear Models, Fourth Edition \u003c\/strong\u003eprovides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestseller has been updated with new sections on non-linear associations, strategies for model selection, and a Postface on good statistical practice.\u003c\/p\u003e\u003cp\u003eLike its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers Normal, Poisson, and Binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods.\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIntroduces GLMs in a way that enables readers to understand the unifying structure that underpins them\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eDiscusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, non-linear associations and longitudinal analysis\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eConnects Bayesian analysis and MCMC methods to fit GLMs\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eContains numerous examples from business, medicine, engineering, and the social sciences\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eProvides the example code for R, Stata, and WinBUGS to encourage implementation of the methods\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eOffers the data sets and solutions to the exercises online\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eDescribes the components of good statistical practice to improve scientific validity and reproducibility of results.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eUsing popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons. \u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAnnette J. Dobson\u003c\/strong\u003e is Professor of Biostatistics at the Univesity of Queensland.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAdrian G. Barnett \u003c\/strong\u003eis a professor at the Queensland University of Technology.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 392\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.2 x 9 x 6.1 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 13, 2018\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":47336714469625,"sku":"9781138741515","price":171.7,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0789\/2782\/3097\/files\/T3NVM0lST0RsWnRKdXA4bzFJc2dEdz09.webp?v=1769670892","url":"https:\/\/bookscloud.io\/products\/an-introduction-to-generalized-linear-models-paperback","provider":"BooksCloud Book Dropshipping","version":"1.0","type":"link"}