George J. Knafl: Modeling Correlated Outcomes Using Extensions of Generalized Estimating Equations and Linear..., Kartoniert / Broschiert

Klappentext

• 1. Introduction. - Part I Continuous, Count, and Dichotomous Outcomes. - 2. Standard GEE Modeling of Correlated Univariate Outcomes. - 3. Partially Modified GEE Modeling of Correlated Univariate Outcomes. - 4. Fully Modified GEE Modeling of Correlated Univariate Outcomes. - 5. Extended Linear Mixed Modeling of Correlated Univariate Outcomes. - 6. Example Analyses of the Dental Measurement Data. - 7. Example Analyses of the Epilepsy Seizure Rate Data. - 8. Example Analyses of the Dichotomous Respiratory Status Data. - 9. Example Analyses of the Blood Lead Level Data. - Part II Polytomous Outcomes. - 10. Multinomial Regression. - 11. Ordinal Regression. - 12. Discrete Regression. - 13. Example Multinomial and Ordinal Regression Analyses. - 14. Example Discrete Regression Analyses. - Part III Adaptive Analysis Strategies. - 15. Alternative Analyses. - 16. Additional Example Analyses.