Analysis of longitudinal data /
Analysis of longitudinal data /
Peter J. Diggle ... [et al.]
- 2nd ed.
- Oxford : Oxford University Press, 2002 .
- xv, 379 p. : ill. ; 24 cm.
- Oxford statistical science series ; 25. .
Rev. ed. of: Analysis of longitudinal data / Peter J. Diggle, Kung-Yee Liang, and Scott L. Zeger. 1994.
Introduction -- Design considerations -- Exploring longitudinal data -- General linear models for longitudinal data -- Parametric models for covariance structure -- Analysis of variance methods -- Generalized linear models for longitudinal data -- Marginal models -- Random effects models -- Transition models -- Likelihood-based methods for categorical data -- Time-dependent covariates -- Missing values in longitudinal data -- Additional topics -- App.: Statistical background -- Bibliography -- Index
0198524846
Multivariate analysis.
Data collection--methods.
Longitudinal studies.
Linear models.
Research design.
Data interpretation, Statistical.
QA 278 2002AN
Rev. ed. of: Analysis of longitudinal data / Peter J. Diggle, Kung-Yee Liang, and Scott L. Zeger. 1994.
Introduction -- Design considerations -- Exploring longitudinal data -- General linear models for longitudinal data -- Parametric models for covariance structure -- Analysis of variance methods -- Generalized linear models for longitudinal data -- Marginal models -- Random effects models -- Transition models -- Likelihood-based methods for categorical data -- Time-dependent covariates -- Missing values in longitudinal data -- Additional topics -- App.: Statistical background -- Bibliography -- Index
0198524846
Multivariate analysis.
Data collection--methods.
Longitudinal studies.
Linear models.
Research design.
Data interpretation, Statistical.
QA 278 2002AN