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Extending the Linear Model with R Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition

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ISBN-10: 149872096X

ISBN-13: 9781498720960

Edition: 2nd 2016 (Revised)

Authors: Julian J. Faraway

List price: $79.99
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This book surveys the techniques that grow from the regression model, and presents three extensions to that framework: generalized linear models (GLMs), mixed effect models, and nonparametric regression models. The author's treatment is thoroughly modern and covers topics that include GLM diagnostics, generalized linear mixed models, trees, and even the use of neural networks in statistics. The new edition has been thoroughly revised to bring all the topics and R code up to date.
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Book details

List price: $79.99
Edition: 2nd
Copyright year: 2016
Publisher: Taylor & Francis Group
Publication date: 5/13/2016
Binding: Mixed Media
Pages: 399
Size: 6.50" wide x 9.50" long x 1.00" tall
Weight: 1.870
Language: English