Mixed-Effects Models in S and S-PLUS

AvJosé Pinheiro,Douglas Bates

Häftad, Engelska, 2013

Del i serien Statistics and Computing

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Beskrivning

Produktinformation

Utgivningsdatum:2013-03-21
Mått:155 x 235 x 52 mm
Vikt:864 g
Format:Häftad
Språk:Engelska
Serie:Statistics and Computing
Antal sidor:528
Förlag:Springer-Verlag New York Inc.
ISBN:9781475781441

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik
Databaser inom Data och IT
Affärsapplikationer inom Data och IT

Recensioner i media

“Over 170 figures are included in the book. … the material covered in the book is self-contained … . The balanced mix of real data examples, modeling software, and theory makes this book a useful reference for practitioners who use, or intend to use, mixed-effects models in their data analyses. It can also be used as a text for a one-semester graduate-level applied course in mixed-effects models.” (E.M.Psyadlo, zbMATH 0953.62065, 2022)

Innehållsförteckning

Linear Mixed-Effects Models.- Linear Mixed-Effects Models: Basic Concepts and Examples.- Theory and Computational Methods for Linear Mixed-Effects Models.- Describing the Structure of Grouped Data.- Fitting Linear Mixed-Effects Models.- Extending the Basic Linear Mixed-Effects Model.- Nonlinear Mixed-Effects Models.- Nonlinear Mixed-effects Models: Basic Concepts and Motivating Examples.- Theory and Computational Methods for Nonlinear Mixed-Effects Models.- Fitting Nonlinear Mixed-Effects Models.