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

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

ISBN-10: 0198524846

ISBN-13: 9780198524847

ISBN-10: 0199676755

ISBN-13: 9780199676750

the 1st variation of Analysis for Longitudinal Data has turn into a vintage. Describing the statistical types and techniques for the research of longitudinal info, it covers either the underlying statistical concept of every technique, and its software to quite a number examples from the rural and biomedical sciences. the most issues mentioned are layout matters, exploratory tools of study, linear types for non-stop information, common linear versions for
discrete information, and versions and strategies for dealing with info and lacking values. less than each one heading, labored examples are offered 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, presents an intensive and extended revision of this crucial textual content. It comprises new chapters; the 1st discusses totally parametric types for discrete repeated measures facts, and the second one explores statistical versions 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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