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

195,95 €*

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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)
¿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.
Details
Erscheinungsjahr: 2000
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Statistics and Computing
Inhalt: xvi
528 S.
6 s/w Illustr.
ISBN-13: 9780387989570
ISBN-10: 0387989579
Sprache: Englisch
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Bates, Douglas
Pinheiro, José
Hersteller: Springer New York
Springer US, New York, N.Y.
Statistics and Computing
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
Artikel-ID: 106315581
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.
Details
Erscheinungsjahr: 2000
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Statistics and Computing
Inhalt: xvi
528 S.
6 s/w Illustr.
ISBN-13: 9780387989570
ISBN-10: 0387989579
Sprache: Englisch
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Bates, Douglas
Pinheiro, José
Hersteller: Springer New York
Springer US, New York, N.Y.
Statistics and Computing
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
Artikel-ID: 106315581
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