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Titlebook: Generalized Estimating Equations; Andreas Ziegler Book 2011 Springer Science+Business Media, LLC 2011 biometrics.clustered data.econometri

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發(fā)表于 2025-3-21 18:18:25 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Generalized Estimating Equations
編輯Andreas Ziegler
視頻videohttp://file.papertrans.cn/383/382200/382200.mp4
概述Generalized estimating equations have become increasingly popular in biometrical, econometrical, and psychometrical applications.In this book, they are derived in a unified way using pseudo maximum li
叢書名稱Lecture Notes in Statistics
圖書封面Titlebook: Generalized Estimating Equations;  Andreas Ziegler Book 2011 Springer Science+Business Media, LLC 2011 biometrics.clustered data.econometri
描述.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..
出版日期Book 2011
關鍵詞biometrics; clustered data; econometrics; generalized estimating equations; generalized linear model; gen
版次1
doihttps://doi.org/10.1007/978-1-4614-0499-6
isbn_softcover978-1-4614-0498-9
isbn_ebook978-1-4614-0499-6Series ISSN 0930-0325 Series E-ISSN 2197-7186
issn_series 0930-0325
copyrightSpringer Science+Business Media, LLC 2011
The information of publication is updating

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沙發(fā)
發(fā)表于 2025-3-21 20:50:58 | 只看該作者
板凳
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Generalized Estimating Equations978-1-4614-0499-6Series ISSN 0930-0325 Series E-ISSN 2197-7186
地板
發(fā)表于 2025-3-22 06:45:49 | 只看該作者
5#
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Book 2011e 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. Subsequentl
7#
發(fā)表于 2025-3-22 18:10:31 | 只看該作者
0930-0325 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..978-1-4614-0498-9978-1-4614-0499-6Series ISSN 0930-0325 Series E-ISSN 2197-7186
8#
發(fā)表于 2025-3-22 23:42:30 | 只看該作者
Pseudo maximum likelihood method based on the linear exponential family,
9#
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Quasi generalized pseudo maximum likelihood method based on the linear exponential family,
10#
發(fā)表于 2025-3-23 08:27:59 | 只看該作者
Pseudo maximum likelihood estimation based on the quadratic exponential family,
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