Generalized Estimating Equations PDF
By:Andreas Ziegler
Published on 2011-06-19 by Springer
Generalized estimating equations have become increasingly popular in biometrical, econometrical, and psychometrical applications because they overcome the classical assumptions of statistics, i.e. independence and normality, which are too restrictive for many problems. Therefore, the main goal of this book is to give a systematic presentation of the original generalized estimating equations (GEE) and some of its further developments. Subsequently, the emphasis is put on the unification of various GEE approaches. This is done by the use of two different estimation techniques, the pseudo maximum likelihood (PML) method and the generalized method of moments (GMM). The author details the statistical foundation of the GEE approach using more general estimation techniques. The book could therefore be used as basis for a course to graduate students in statistics, biostatistics, or econometrics, and will be useful to practitioners in the same fields.
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Book ID of Generalized Estimating Equations's Books is lsO4NAEACAAJ, Book which was written byAndreas Zieglerhave ETAG "Bf1QsJaRqW4"
Book which was published by Springer since 2011-06-19 have ISBNs, ISBN 13 Code is 9781461404989 and ISBN 10 Code is 1461404983
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