Generalized Linear Mixed Models

Generalized Linear Mixed Models
Author: Walter W. Stroup
Publisher: CRC Press
Total Pages: 547
Release: 2016-04-19
Genre: Mathematics
ISBN: 1439815135

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With numerous examples using SAS PROC GLIMMIX, this text presents an introduction to linear modeling using the generalized linear mixed model 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.


Generalized Linear Mixed Models
Language: en
Pages: 547
Authors: Walter W. Stroup
Categories: Mathematics
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

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With numerous examples using SAS PROC GLIMMIX, this text presents an introduction to linear modeling using the generalized linear mixed model as an overarching
Generalized Linear Mixed Models
Language: en
Pages: 100
Authors: Charles E. McCulloch
Categories: Mathematics
Type: BOOK - Published: 2003 - Publisher: IMS

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Wiley Series in Probability and Statistics A modern perspective on mixed models The availability of powerful computing methods in recent decades has thrust line
Linear and Generalized Linear Mixed Models and Their Applications
Language: en
Pages: 269
Authors: Jiming Jiang
Categories: Mathematics
Type: BOOK - Published: 2007-05-30 - Publisher: Springer Science & Business Media

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This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. It presents an up-to-date account of theory
Multivariate Generalized Linear Mixed Models Using R
Language: en
Pages: 284
Authors: Damon Mark Berridge
Categories: Mathematics
Type: BOOK - Published: 2011-04-25 - Publisher: CRC Press

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Multivariate Generalized Linear Mixed Models Using R presents robust and methodologically sound models for analyzing large and complex data sets, enabling reade
Linear Models with R
Language: en
Pages: 284
Authors: Julian J. Faraway
Categories: Mathematics
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

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A Hands-On Way to Learning Data AnalysisPart of the core of statistics, linear models are used to make predictions and explain the relationship between the resp