Mixed-Effects Models in S and S-PLUS
Başlık:
Mixed-Effects Models in S and S-PLUS
ISBN:
9780387227474
Personal Author:
Edition:
1st ed. 2000.
Yayın Bilgileri:
New York, NY : Springer New York : Imprint: Springer, 2000.
Fiziksel Tanımlama:
XVI, 528 p. online resource.
Series:
Statistics and Computing,
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.
Abstract:
"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).
Added Author:
Ek Kurum Yazarı:
Dil:
English