Generalized Estimating Equations is popular PDF and ePub book, written by Andreas Ziegler in 2011-06-17, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Generalized Estimating Equations can be Read Online from any device for your convenience.
Generalized Estimating Equations Book PDF Summary
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.
Detail Book of Generalized Estimating Equations PDF
- Author : Andreas Ziegler
- Release : 17 June 2011
- Publisher : Springer Science & Business Media
- ISBN : 9781461404996
- Genre : Mathematics
- Total Page : 155 pages
- Language : English
- PDF File Size : 15,6 Mb
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