bookNov 22, 2006Closed access

Linear Mixed Models: A Practical Guide Using Statistical Software

University of Michigan

Abstract

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 readers 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. It 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,…

Citation impact

1,394
total citations
FWCI
14.03
Percentile
100%
References
0
Citations per year

Authors

3

Topics & keywords

Keywords
  • Generalized linear mixed model
  • Linear model
  • Software
  • Mixed model
  • Marginal model
  • Intraclass correlation
  • Computer science
  • Random effects model
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