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Mixed-Effects Models in S and S-PLUS Jose Pinheiro

Mixed-Effects Models in S and S-PLUS By Jose Pinheiro

Mixed-Effects Models in S and S-PLUS by Jose Pinheiro


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Summary

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.

Mixed-Effects Models in S and S-PLUS Summary

Mixed-Effects Models in S and S-PLUS by Jose Pinheiro

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)

Mixed-Effects Models in S and S-PLUS Reviews

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)

Table of Contents

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.

Additional information

NPB9780387989570
9780387989570
0387989579
Mixed-Effects Models in S and S-PLUS by Jose Pinheiro
New
Hardback
Springer-Verlag New York Inc.
2000-05-05
528
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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