ISBN-10:
0199676755
ISBN-13:
9780199676750
Pub. Date:
05/08/2013
Publisher:
Oxford University Press
Analysis of Longitudinal Data / Edition 2

Analysis of Longitudinal Data / Edition 2

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Product Details

ISBN-13: 9780199676750
Publisher: Oxford University Press
Publication date: 05/08/2013
Edition description: New Edition
Pages: 400
Sales rank: 667,387
Product dimensions: 9.10(w) x 6.10(h) x 0.90(d)

About the Author

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

Table of Contents

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

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