Mixed-Effects Models in S and S-PLUS | Buch

Cover: 9780387989570 | Mixed-Effects Models in S and S-PLUS | Douglas Bates (u. a.) | Buch

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Sprache: Englisch

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Beschreibung

¿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)

Zusammenfassung

Mixed Effects Models involve measurements made over time on an individual in an experiment. This book presents the most recent techniques for analyzing this type of data in the statistical software program S-PLUS. It will be of interest to researchers and graduate students in statistics, biostatistics, and epidemiology.

Inhaltsverzeichnis

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.

Erscheinungsjahr:	2000
Fachbereich:	Wahrscheinlichkeitstheorie
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	xvi 528 S. 6 s/w Illustr.
ISBN-13:	9780387989570
ISBN-10:	0387989579
Sprache:	Englisch
Einband:	Gebunden
Autor:	Bates, Douglas Pinheiro, José
Hersteller:	Springer New York Springer US, New York, N.Y.
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	241 x 160 x 35 mm
Von/Mit:	Douglas Bates (u. a.)
Erscheinungsdatum:	05.05.2000
Gewicht:	0,98 kg