Heagerty Liang Zeger Diggle

ANALYSIS LONGITUD DATA 2E OSSS

NCS P

• Broschiertes Buch

Produktbeschreibung

This second edition has been completely revised and expanded to become the most up-to-date and thorough professional reference text in this fast-moving area of biostatistics. It contains an additional two chapters on fully parametric models for discrete repeated measures data and statistical models for time-dependent predictors.

Produktdetails

• Verlag: Oxford University Press(UK)
• Seitenzahl: 400
• Erscheinungstermin: 14. März 2013
• Englisch
• Abmessung: 234mm x 156mm x 21mm
• Gewicht: 605g
• ISBN-13: 9780199676750
• ISBN-10: 0199676755
• Artikelnr.: 36843209

Autorenporträt

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

Inhaltsangabe

1: Introduction
2: Design considerations
3: Exploring longitudinal data
4: General linear models
5: Parametric models for covariance structure
6: Analysis of variance methods
7: Generalized linear models for longitudinal data
8: Marginal models
9: Random effects models
10: Transition models
11: Likelihood-based methods for categorical data
12: Time-dependent covariates
13: Missing values in longitudinal data
14: Additional topics
Appendix
Bibliography
Index