Correlated Data Analysis: Modeling, Analytics, and Applications

Language: English

Published by Springer, Springer Nov 2010, 2010

144192440X / 9781441924407

Series: Book 91 of 160 - Springer Series in Statistics

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This item is printed on demand - Print on Demand Titel. Neuware -Aimed at graduate students and researchers, this book deals with recent developments in correlated data analysis. It uses the class of dispersion models as marginal components in the formulation of joint models for correlated data. This enables the book to cover a broader range of data types than the traditional generalized linear models, such as correlated directional data and correlated compositional data. The reader is provided with a systematic treatment for the topic of estimating functions, and both generalized estimating equations (GEE) and quadratic inference functions (QIF) are studied as special cases. In addition to the discussions on marginal models and mixed-effects models, this book covers new topics on joint regression analysis based on Gaussian copulas and state space models for longitudinal data from long time series. Various real-world data examples, numerical illustrations and software usage tips are included too. Applied statisticians and data analysts in many subject-matter fields will find this text essential.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 368 pp. Englisch.…

Seller Inventory # 9781441924407

Title
Correlated Data Analysis: Modeling, Analytics, and Applications
Author
Peter X. -K. Song
Publisher
Springer, Springer Nov 2010
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
144192440X
ISBN 13
9781441924407
Item weight
533 grams
Dimensions
229x152x20 mm
Series
Book 91 of 160: Springer Series in Statistics

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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Impressum Thorsten Retsch Buchversand Mimpf2000 Oberölschnitz 16 95517 Emtmannsberg Deutschland Telefon: 09209-2023188 Email: mimpf2000@online.de USt-ID-Nr.: DE 235096871 Wir führen gebrauchte Bücher aus allen Sparten der Literatur

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