Linear Mixed Models: A Practical Guide Using Statistical Software

ISBN-10: 1466560991
ISBN-13: 9781466560994
Edition: 2014
Authors: Brady T. West
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Description: This second edition updates the case studies using the latest versions of the software procedures, covers additional topics in the application of linear mixed models, and provides up-to-date information on fitting linear mixed models in SAS, SPSS,  More...

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Book details

List price: $89.95
Copyright year: 2014
Publisher: Taylor & Francis
Binding: Cloth Text 
Pages: 450
Size: 7.25" wide x 10.00" long x 1.00" tall
Weight: 2.024
Language: English

This second edition updates the case studies using the latest versions of the software procedures, covers additional topics in the application of linear mixed models, and provides up-to-date information on fitting linear mixed models in SAS, SPSS, Stata, R/S-plus, and HLM. This edition presents software procedures capable of fitting models with crossed random effects, uses the lmer() function in the lme4 package in R, fits linear mixed models to complex sample survey data, discusses Bayesian approaches to making inferences based on linear mixed models, and offers power analysis methods for longitudinal and clustered study designs.

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