Analysis of Longitudinal Data

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

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Hardcover | 28 June 2012 | Edition Number 2

At a Glance

Hardcover
400 Pages

Edition Type
Revised

Dimensions(cm)
23.39 x 15.6 x 2.24

Hardcover

$151.75

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The first edition of Analysis for Longitudinal Data has become a classic. Describing the statistical models and methods for the analysis of longitudinal data, it covers both the underlying statistical theory of each method, and its application to a range of examples from the agricultural and biomedical sciences. The main topics discussed are design issues, exploratory methods of analysis, linear models for continuous data, general linear models for discrete data, and models and methods for handling data and missing values. Under each heading, worked examples are presented in parallel with the methodological development, and sufficient detail is given to enable the reader to reproduce the author's results using the data-sets as an appendix. This new edition of Analysis for Longitudinal Data provides a thorough and expanded revision of this important text. It includes two new chapters; the first discusses fully parametric models for discrete repeated measures data, and the second explores statistical models for time-dependent predictors.

Industry Reviews

`Review from previous edition The book is readable, well-written, and amply illustrated ' Technometrics, August 1995 `It belongs in the possession of every statistician who encouters longitudinal data.' Journal of the American Statistical Association

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