You might also like

More about Mixed-Effects Models in S and S-PLUS

• Book details
• Synopsis
• Trending among others

You get 747 loyalty points

Book synopsis

An overview of the theory and application of linear and nonlinear mixed-effects models in the analysis of grouped data, such as longitudinal data, repeated measures, and multilevel data. The authors present a unified model-building strategy for both models and apply this to the analysis of over 20 real datasets from a wide variety of areas, including pharmacokinetics, agriculture, and manufacturing. Much emphasis is placed on the use of graphical displays at the various phases of the model-building process, starting with exploratory plots of the data and concluding with diagnostic plots to assess the adequacy of a fitted model. The NLME library for analyzing mixed-effects models in S and S-PLUS, developed by the authors, provides the underlying software for implementing the methods presented. This balanced mix of real data examples, modeling software, and theory makes the 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. This book provides an overview of the theory and application of linear and nonlinear mixed-effects models in the analysis of grouped data, such as longitudinal data, repeated measures, and multilevel data. Over 170 figures are included in the book. to follow

Book details

Book category Books in English Computing & information technology Business applications Mathematical & statistical software

• Full title: Mixed-Effects Models in S and S-PLUS
• Author: J. C. Pinheiro, D. M. Bates
• Language: English
• Binding: Hardback
• Number of pages: 528
• EAN: 9780387989570
• ISBN: 0387989579
• ID: 09321007
• Publisher: Springer-Verlag New York Inc.
• Weight: 920 g
• Dimensions: 235 × 155 × 31 mm
• Date of publishing: 23. December 2000

Trending among others

---

---

---