Analysis of Longitudinal Data (Oxford Statistical Science Series)

Analysis of Longitudinal Data (Oxford Statistical Science Series)


the 1st version of study for Longitudinal facts 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 procedure, and its software to a number of examples from the rural and biomedical sciences. the most themes mentioned are layout concerns, exploratory equipment of research, linear versions for non-stop information, basic linear versions for discrete info, and versions and techniques for dealing with information and lacking values. less than each one heading, labored examples are awarded 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 moment variation, released for the 1st time in paperback, offers an intensive and increased revision of this significant textual content. It contains new chapters; the 1st discusses totally parametric versions for discrete repeated measures facts, and the second one explores statistical types for time-dependent predictors.

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