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Analysis of Longitudinal Data

Analysis of Longitudinal Data

by Kung-Yee LiangPeter Diggle Patrick Heagerty and others
Hardback
Publication Date: 20/06/2002

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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.
ISBN:
9780198524847
9780198524847
Category:
Probability & statistics
Format:
Hardback
Publication Date:
20-06-2002
Language:
English
Publisher:
Oxford University Press
Country of origin:
United Kingdom
Edition:
2nd Edition
Pages:
398
Dimensions (mm):
242x162x26mm
Weight:
0.73kg

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