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Viac informácií o knihe Mixed-Effects Models in S and S-PLUS

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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Business applications Mathematical & statistical software

• Celý názov: Mixed-Effects Models in S and S-PLUS
• Autor: José Pinheiro, Douglas Bates
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 528
• EAN: 9781475781441
• ISBN: 147578144X
• ID: 02175483
• Nakladateľ: Springer-Verlag New York Inc.
• Hmotnosť: 864 g
• Rozmery: 156 × 234 × 52 mm
• Dátum vydania: 21. March 2013

Obľúbené z iného súdka

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