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Bibliografische Details

Titel

Analysis of Longitudinal Data (Oxford Statistical Science Series)

Verlag

Oxford University Press

Erscheinungsjahr

2013

Sprache

Englisch

ISBN-10

0199676755

ISBN-13

9780199676750

Einband

Paperback

Auflage

2nd Edition.

Zustand

Good

Verk�uferkataloge

�ber diesen Titel

Inhaltsangabe

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 second edition, published for the first time in paperback, 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.

�ber die Autorin bzw. den Autor

Peter Diggle, Department of Mathematics and Statistics, University of Lancaster

Patrick Heagerty, Biostatistics department University of Washington

Kung-Yee Liang, Biostatistics department, Johns Hopkins University

Scott Zeger, Biostatistics department, Johns Hopkins University

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