TY - BOOK AU - Diggle, Peter J. TI - Analysis of longitudinal data SN - 0198524846 PY - 2002/// CY - Oxford PB - Oxford University Press KW - Multivariate analysis KW - Data collection KW - methods KW - Longitudinal studies KW - Linear models KW - Research design KW - Data interpretation, Statistical N1 - 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 ER -