New PDF release: Analysis of Longitudinal Data (Oxford Statistical Science

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 concept of every strategy, and its program to various examples from the rural and biomedical sciences. the most themes mentioned are layout matters, exploratory equipment of study, linear types for non-stop information, normal linear versions for
discrete facts, and versions and techniques for dealing with info and lacking values. below every 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 contains new chapters; the 1st discusses absolutely parametric versions for discrete repeated measures information, and the second one explores statistical types for time-dependent predictors.

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


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