Generalized estimating equations /
Ziegler, Andreas, 1966-
Generalized estimating equations / Andreas Ziegler. - New York : Springer, 2011. - xv, 144 p. : ill. ; 24 cm. - Lecture notes in statistics, 204 0930-0325 ; . - Lecture notes in statistics (Springer-Verlag) ; .
Print version:
Ziegler, Andreas, 1966-
Generalized estimating equations.
New York : Springer, 2011
(DLC) 2011931289
Includes bibliographical references (p. 133-141) and index.
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. TOC
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...
9781461404989 (pbk. : acidfree paper) 1461404983 (pbk. : acidfree paper)
2011931289
Generalized estimating equations.
QA278.2 / .Z52 2011
519.544 / ZIG 2011
Generalized estimating equations / Andreas Ziegler. - New York : Springer, 2011. - xv, 144 p. : ill. ; 24 cm. - Lecture notes in statistics, 204 0930-0325 ; . - Lecture notes in statistics (Springer-Verlag) ; .
Print version:
Ziegler, Andreas, 1966-
Generalized estimating equations.
New York : Springer, 2011
(DLC) 2011931289
Includes bibliographical references (p. 133-141) and index.
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. TOC
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...
9781461404989 (pbk. : acidfree paper) 1461404983 (pbk. : acidfree paper)
2011931289
Generalized estimating equations.
QA278.2 / .Z52 2011
519.544 / ZIG 2011