Mixed-Effects Models in S and S-PLUS

• Main Authors: Pinheiro, José C. (Author), Bates, Douglas M. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2000.
• Series: Statistics and Computing,
• Subjects: Computer science.; Programming languages (Electronic computers).; Database management.; Statistics.; Computer Science.; Database Management.; Programming Languages, Compilers, Interpreters.; Statistics and Computing/Statistics Programs.

to follow.

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.