Linear Mixed Models - A Practical Guide Using Statistical Software PDF

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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) analyses via a variety of software programs. Linear Mixed Models : A Practical Guide Using Statistical Software, Second Edition continues to lead you step by step through the process of fitting LMMs. This second edition covers additional topics on the application of LMMs that are valuable for data analysts in all fields. lt also updates the case studies using the latest versions of the software procedures and provides up-to-date information on the options and features of the software procedures available for fitting LMMs in SAS, SPSS, Stata, R/S-plus, and HLM. New to the Second Edition : A new chapter on models with crossed random effects that uses a case study to illustrate software procedures capable of fitting these models. Power analysis methods for longitudinal and clustered study designs, including software Options for power analyses and suggested approaches to writing simulations. Use of the lmer() function in the lme4 R package. New sections on fitting LMMs ito complex-sample survey data and Bayesian approaches to making inferences based on LMMs. Updated graphical procedures in the software packages. Substantially revised index to enable more efficient reading and easier location of material on selected topics or software options. More practical recommendations on using the software for analysis. A new R package (WWGbook) that contains all of the data sets used in the examples.

AUTEUR Brady T. West
DATE DE PUBLICATION 2014-Jul-24
TAILLE DU FICHIER 2,18 MB
NOM DE FICHIER Linear Mixed Models - A Practical Guide Using Statistical Software.pdf

Linear Mixed Models: a Practical Guide using Statistical ...

Linear Mixed Models: A Practical Guide Using Statistical Software by Brady T. West, Kathleen B. Welch, and Andrzej T. Galecki Carlos A. Coelho a & Abel M. Rodrigues b a Departamento de Matemática and Centro de Matemática e Aplicações, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal b Instituto Nacional dos Recursos Biológicos, Unidade de Silvicultura e ...

Linear Mixed Models: A Practical Guide Using Statistical ...

Linear Mixed Models: A Practical Guide Using Statistical Software . Cached. Download Links [www-personal.umich.edu] Save to List; Add to Collection ; Correct Errors; Monitor Changes; by Damien Lamberton , Bernard Lapeyre , Weiming Ke , Brady T. West , Kathleen B. Welch , Andrzej T. Galecki Summary; Citations; Active Bibliography; Co-citation; Clustered Documents; Version History; BibTeX @MISC ...

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