Generalized Linear and Nonlinear Models for Correlated Data: - download pdf or read online

By Edward F. Vonesh

ISBN-10: 1599946475

ISBN-13: 9781599946474

Edward F. Vonesh's Generalized Linear and Nonlinear versions for Correlated information: idea and functions utilizing SAS is dedicated to the research of correlated reaction info utilizing SAS, with certain emphasis on functions that require using generalized linear versions or generalized nonlinear versions. Written in a transparent, easy-to-understand demeanour, it presents utilized statisticians with the mandatory thought, instruments, and knowing to behavior complicated analyses of constant and/or discrete correlated information in a longitudinal or clustered information surroundings. utilizing a number of and complicated examples, the ebook emphasizes real-world purposes the place the underlying version calls for a nonlinear instead of linear formula and compares and contrasts a number of the estimation concepts for either marginal and mixed-effects versions. The SAS approaches combined, GENMOD, GLIMMIX, and NLMIXED in addition to user-specified macros could be used widely in those functions. furthermore, the ebook presents exact software program code with so much examples in order that readers can start making use of a number of the concepts 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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