Author: James W. Hardin
Edition: 1
Publisher: Chapman and Hall/CRC
Binding: Hardcover
ISBN: 1584883073
Generalized Estimating Equations
Although powerful and flexible, the method of generalized linear models (GLM) is limited in its ability to accurately deal with longitudinal and clustered data. Medical books Generalized Estimating Equations. Developed specifically to accommodate these data types, the method of Generalized Estimating Equations (GEE) extends the GLM algorithm to accommodate the correlated data encountered in health research, social science, biology, and other related fields.
Generalized Estimating Equations provides the first complete treatment of GEE methodology in all of its variations. After introducing the subject and reviewing GLM, the authors examine the different varieties of generalized estimating equations and compare them with other methods, such as fixed and random effects models. The treatment then moves to residual analysis and goodness of fit, demonstrating many of the graphical and statistical techniques applicable to GEE analysis Medical books Generalized Estimating Equations. Generalized Estimating Equations
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Generalized Estimating Equations
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author andreas ziegler format paperback language english publication year 19 06 2011 series lecture notes in statistics subject mathematics sciences subject 2 mathematics title generalized estimating equations author ziegler andreas publisher springer verlag publication date jun 21 2011 pages 144 binding paperback dimensions 6 00 wx 9 00 hx 0 50 d isbn 1461404983 subject mathematics probability statistics general description generalized estimating equations have become increasingly popular in
Springer 9781461404989 Generalized Estimating Equations (2011 Edition) Description *Author: Ziegler, Andreas *Series Title: Lecture Notes in Statistics Lecture Notes in Statistics *Series Number: 204 *Binding Type: Paperback *Number of Pages: 144 *Publication Date: 2011/06/21 *Language: English *Dimensions: 9.10 x 6.10 x 0.60 inches SKU: UBM9781461404989 Payment We accept payment via PayPal, Mastercard, Visa, American Express, Discover and PayPal?s ?Bill Me Later?. Note: All purchases are proce
Medical Book Generalized Estimating Equations
Developed specifically to accommodate these data types, the method of Generalized Estimating Equations (GEE) extends the GLM algorithm to accommodate the correlated data encountered in health research, social science, biology, and other related fields.
Generalized Estimating Equations provides the first complete treatment of GEE methodology in all of its variations. After introducing the subject and reviewing GLM, the authors examine the different varieties of generalized estimating equations and compare them with other methods, such as fixed and random effects models. The treatment then moves to residual analysis and goodness of fit, demonstrating many of the graphical and statistical techniques applicable to GEE analysis.
With its careful balance of origins, applications, relationships, and interpretation, this book offers a unique opportunity to gain a full understanding of GEE methods, from their foundations to their implementation. While equally valuable to theorists, it includes the mathematical and algorithmic detail researchers need to put GEE into practice.
