Longitudinal Data Analysis: A Handbook of Modern Statistical by Garrett Fitzmaurice,Marie Davidian,Geert Verbeke,Geert

By Garrett Fitzmaurice,Marie Davidian,Geert Verbeke,Geert Molenberghs

even supposing many books presently to be had describe statistical versions and strategies for studying longitudinal information, they don't spotlight connections among a variety of study threads within the statistical literature. Responding to this void, Longitudinal facts Analysis offers a transparent, complete, and unified evaluate of cutting-edge idea and purposes. It additionally specializes in the varied demanding situations that come up in studying longitudinal information.

After discussing ancient elements, best researchers discover 4 wide issues: parametric modeling, nonparametric and semiparametric tools, joint types, and incomplete information. each one of those sections starts with an introductory bankruptcy that gives valuable heritage fabric and a extensive define to set the level for next chapters. instead of concentrate on a narrowly outlined subject, chapters combine vital learn discussions from the statistical literature. They seamlessly mixture thought with purposes and contain examples and case experiences from quite a few disciplines.

Destined to develop into a landmark ebook within the box, this conscientiously edited assortment emphasizes statistical types and strategies prone to suffer sooner or later. no matter if fascinated with the advance of statistical technique or the research of longitudinal facts, readers will achieve new views at the field.

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