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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Linear and Generalized Linear Mixed Models and Their Applications
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Linear and Generalized Linear Mixed Models and Their Applications
Jiming Jiang (Gebundene Ausgabe, Englisch)
Optischer Zustand
Beschreibung
Over the past decade there has been an explosion of developments in mixed e?ects models and their applications. This book concentrates on two major classes of mixed e?ects models, linear mixed models and generalized linear mixed models, with the intention of o?ering an up-to-date account of theory and methods in the analysis of these models as well as their applications in various ?elds. The ?rst… two chapters are devoted to linear mixed models. We classify l- ear mixed models as Gaussian (linear) mixed models and non-Gaussian linear mixed models. There have been extensive studies in estimation in Gaussian mixed models as well as tests and con?dence intervals. On the other hand, the literature on non-Gaussian linear mixed models is much less extensive, partially because of the di?culties in inference about these models. However, non-Gaussian linear mixed models are important because, in practice, one is never certain that normality holds. This book o?ers a systematic approach to inference about non-Gaussian linear mixed models. In particular, it has included recently developed methods, such as partially observed information, iterative weighted least squares, and jackknife in the context of mixed models. Other new methods introduced in this book include goodness-of-?t tests, p- diction intervals, and mixed model selection. These are, of course, in addition to traditional topics such as maximum likelihood and restricted maximum likelihood in Gaussian mixed models. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
09.03.2007
Sprache
Englisch
EAN
9780387479415
Herausgeber
Springer US
Serien- oder Bandtitel
Springer Series in Statistics
Sonderedition
Nein
Autor
Jiming Jiang
Seitenanzahl
257
Auflage
1
Einbandart
Gebundene Ausgabe
Schlagwörter
Regression analysis, data analysis, generalized linear mixed models, linear mixed models, linear optimization, mathematical statistics, model selection, prediction, random effects
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
PBWL - Stochastik
MBN - Public Health und Präventivmedizin
PBKS - Numerische Mathematik
PSAJ - Evolution
Höhe
235 mm
Breite
15.5 cm
-.-
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