Generalized estimating equations
Ziegler, Andreas
1966-
creator
text
bibliography
nyu
New York
Springer
2011
monographic
eng
xv, 144 p. : ill. ; 24 cm.
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 Read more...
TOC The linear exponential family --
The quadratic exponential family --
Generalized linear models --
Maximum likelihood method --
Quasi maximum likelihood method --
Pseudo maximum likelihood method based on the linear exponential family --
Quasi generalized pseudo maximum likelihood method based on the linear exponential family --
Algorithms for solving the generalized estimating equations and the relation to the jack-knife estimator of variance --
Pseudo maximum likelihood estimation based on the quadratic exponential family --
Generalized method of moment estimation.
general
Andreas Ziegler.
Print version:
Ziegler, Andreas, 1966-
Generalized estimating equations.
New York : Springer, 2011
(DLC) 2011931289
Includes bibliographical references (p. 133-141) and index.
AS
Generalized estimating equations
QA278.2 .Z52 2011
519.544 ZIG 2011
Lecture notes in statistics (Springer-Verlag)
9781461404989 (pbk. : acidfree paper)
1461404983 (pbk. : acidfree paper)
2011931289
http://lib.ewubd.edu/ebook/7830
http://lib.ewubd.edu/ebook/7830
BTCTA
110606
20180208105853.0
7830
eng