Analysis of longitudinal data /
Analysis of longitudinal data /
Peter J. Diggle, Directer, Medical Statistics Unit, Lancaster University [and three others].
- 2nd ed.
- U.K. Oxford 2013
- xv, 379 pages : illustrations ; 23 cm.
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
9780199676750 (paperback) 4958.00 0199676755 (paperback)
2013444126
Multivariate analysis.
Time-series analysis.
Longitudinal method.
Life sciences
R 519.535 ANA.Ed2
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
9780199676750 (paperback) 4958.00 0199676755 (paperback)
2013444126
Multivariate analysis.
Time-series analysis.
Longitudinal method.
Life sciences
R 519.535 ANA.Ed2