Download e-book for kindle: Generalized Linear and Nonlinear Models for Correlated Data: by Edward F. Vonesh

By Edward F. Vonesh

ISBN-10: 1599946475

ISBN-13: 9781599946474

Edward F. Vonesh's Generalized Linear and Nonlinear types for Correlated facts: conception and functions utilizing SAS is dedicated to the research of correlated reaction information utilizing SAS, with distinctive emphasis on purposes that require using generalized linear versions or generalized nonlinear types. Written in a transparent, easy-to-understand demeanour, it offers utilized statisticians with the mandatory thought, instruments, and knowing to behavior complicated analyses of continuing and/or discrete correlated facts in a longitudinal or clustered information surroundings. utilizing various and intricate examples, the ebook emphasizes real-world functions the place the underlying version calls for a nonlinear instead of linear formula and compares and contrasts a few of the estimation innovations for either marginal and mixed-effects types. The SAS methods combined, GENMOD, GLIMMIX, and NLMIXED in addition to user-specified macros might be used broadly in those purposes. furthermore, the ebook presents distinctive software program code with such a lot examples in order that readers can start using a few of the recommendations immediately.

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Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS by Edward F. Vonesh

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