Analysis of longitudinal data /
Analysis of longitudinal data /
Peter J. Diggle ... [et al.].
- 2nd ed.
- Oxford : Oxford University Press, 2013.
- p. cm.
- Oxford statistical science series ; no. 25 .
Previous ed.: 2002.
Includes bibliographical references and index.
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
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.
9780199676750 (pbk.) 0199676755 (pbk.) 9780198524847 9780199676750
2013444126
Longitudinal method.
Time-series analysis.
Multivariate analysis.
610.72 ANA / 2013
Previous ed.: 2002.
Includes bibliographical references and index.
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
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.
9780199676750 (pbk.) 0199676755 (pbk.) 9780198524847 9780199676750
2013444126
Longitudinal method.
Time-series analysis.
Multivariate analysis.
610.72 ANA / 2013