An Introduction to Generalized Linear Models, Fourth Edition provides 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. Like 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 ...
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An Introduction to Generalized Linear Models, Fourth Edition provides 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. Like 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. Introduces GLMs in a way that enables readers to understand the unifying structure that underpins them Discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, non-linear associations and longitudinal analysis Connects Bayesian analysis and MCMC methods to fit GLMs Contains numerous examples from business, medicine, engineering, and the social sciences Provides the example code for R, Stata, and WinBUGS to encourage implementation of the methods Offers the data sets and solutions to the exercises online Describes the components of good statistical practice to improve scientific validity and reproducibility of results. Using popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons.
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New. Contains: Illustrations, black & white, Line drawings, black & white, Tables, black & white. Chapman & Hall/CRC Texts in Statistical Science . Includes: illustrations, black & white, tables, black & white, line drawings, black & white. Intended for college/higher education audience.
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New. 376 p. Chapman & Hall/CRC Texts in Statistical Science . 114 Tables, black and white; 73 Line drawings, black and white; 73 Illustrations, black and white. Intended for college/higher education audience.
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New. Contains: Illustrations, black & white, Line drawings, black & white, Tables, black & white. Chapman & Hall/CRC Texts in Statistical Science . Includes: illustrations, black & white, tables, black & white, line drawings, black & white. Intended for college/higher education audience.
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New. Contains: Illustrations, black & white, Line drawings, black & white, Tables, black & white. Chapman & Hall/CRC Texts in Statistical Science . Includes: illustrations, black & white, tables, black & white, line drawings, black & white. Intended for college/higher education audience.
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Good. Contains: Illustrations, black & white, Line drawings, black & white, Tables, black & white. Chapman & Hall/CRC Texts in Statistical Science . Includes: illustrations, black & white, tables, black & white, line drawings, black & white. Intended for college/higher education audience. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers.
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New. Contains: Illustrations, black & white, Line drawings, black & white, Tables, black & white. Chapman & Hall/CRC Texts in Statistical Science . Includes: illustrations, black & white, tables, black & white, line drawings, black & white. Intended for college/higher education audience. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
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Fine. Contains: Illustrations, black & white, Line drawings, black & white, Tables, black & white. Chapman & Hall/CRC Texts in Statistical Science . Includes: illustrations, black & white, tables, black & white, line drawings, black & white. Intended for college/higher education audience. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
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