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 develop into a vintage. Describing the statistical versions and techniques for the research of longitudinal facts, it covers either the underlying statistical thought of every strategy, and its software to a number examples from the rural and biomedical sciences. the most themes mentioned are layout matters, exploratory equipment of research, linear types for non-stop information, common linear types for
discrete info, and types and techniques for dealing with facts and lacking values. less than every one heading, labored examples are provided in parallel with the methodological improvement, and enough aspect is given to let 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 elevated 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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