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 turn into a vintage. Describing the statistical types and strategies for the research of longitudinal facts, it covers either the underlying statistical conception of every approach, and its program to quite a number examples from the rural and biomedical sciences. the most themes mentioned are layout concerns, exploratory tools of study, linear types for non-stop info, common linear types for
discrete information, and types and strategies for dealing with info and lacking values. lower than each one heading, labored examples are provided in parallel with the methodological improvement, and enough element is given to permit 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, offers an intensive and extended revision of this crucial textual content. It contains new chapters; the 1st discusses totally parametric versions for discrete repeated measures info, and the second one explores statistical versions for time-dependent predictors.

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