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Analysis of Longitudinal Data (Oxford Statistical Science by Peter Diggle,Patrick Heagerty,Kung-Yee Liang,Scott Zeger

By Peter Diggle,Patrick Heagerty,Kung-Yee Liang,Scott Zeger

the 1st variation of Analysis for Longitudinal Data has develop into a vintage. Describing the statistical types and techniques for the research of longitudinal info, it covers either the underlying statistical idea of every procedure, and its software to various examples from the rural and biomedical sciences. the most themes mentioned are layout matters, exploratory tools of study, linear versions for non-stop info, common linear versions for
discrete information, and types and strategies for dealing with facts and lacking values. below each one heading, labored examples are offered in parallel with the methodological improvement, and enough aspect is given to allow the reader to breed the author's effects utilizing the data-sets as an appendix. This second
edition, released for the 1st time in paperback, presents an intensive and improved revision of this significant textual content. It comprises new chapters; the 1st discusses absolutely parametric types for discrete repeated measures info, and the second one explores statistical versions for time-dependent predictors.

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