Download PDF by Peter Diggle,Patrick Heagerty,Kung-Yee Liang,Scott Zeger: 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 turn into a vintage. Describing the statistical types and techniques for the research of longitudinal facts, it covers either the underlying statistical conception of every approach, and its software to quite a number examples from the rural and biomedical sciences. the most themes mentioned are layout matters, exploratory equipment of study, linear types for non-stop information, common linear versions for
discrete info, and versions and techniques for dealing with information and lacking values. below each one heading, labored examples are offered in parallel with the methodological improvement, and adequate element 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 a radical and extended revision of this crucial textual content. It contains new chapters; the 1st discusses absolutely parametric types for discrete repeated measures facts, 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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