Linear Mixed Models in Practice

Linear Mixed Models in Practice
Author: Geert Verbeke
Publisher: Springer Science & Business Media
Total Pages: 319
Release: 2012-12-06
Genre: Medical
ISBN: 146122294X


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A comprehensive treatment of linear mixed models, focusing on examples from designed experiments and longitudinal studies. Aimed at applied statisticians and biomedical researchers in industry, public health organisations, contract research organisations, and academia, this book is explanatory rather than mathematical rigorous. Although most analyses were done with the MIXED procedure of the SAS software package, and many of its features are clearly elucidated, considerable effort was put into presenting the data analyses in a software-independent fashion.


Linear Mixed Models in Practice
Language: en
Pages: 319
Authors: Geert Verbeke
Categories: Medical
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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A comprehensive treatment of linear mixed models, focusing on examples from designed experiments and longitudinal studies. Aimed at applied statisticians and bi
Linear Mixed Models
Language: en
Pages: 376
Authors: Brady T. West
Categories: Mathematics
Type: BOOK - Published: 2006-11-22 - Publisher: CRC Press

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Simplifying the often confusing array of software programs for fitting linear mixed models (LMMs), Linear Mixed Models: A Practical Guide Using Statistical Soft
Linear Mixed Models for Longitudinal Data
Language: en
Pages: 579
Authors: Geert Verbeke
Categories: Mathematics
Type: BOOK - Published: 2009-05-12 - Publisher: Springer Science & Business Media

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This book provides a comprehensive treatment of linear mixed models for continuous longitudinal data. Next to model formulation, this edition puts major emphasi
Linear Mixed Models
Language: en
Pages: 442
Authors: Brady T. West
Categories: Mathematics
Type: BOOK - Published: 2014-07-17 - Publisher: CRC Press

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Highly recommended by JASA, Technometrics, and other journals, the first edition of this bestseller showed how to easily perform complex linear mixed model (LMM
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