Teil der Reihe: Mathematics and Statistics (R0)

Modeling Correlated Outcomes Using Extensions of Generalized Estimating Equations and Linear Mixed Modeling

Name: Modeling Correlated Outcomes Using Extensions of Generalized Estimating Equations and Linear Mixed Modeling
Brand: George J. Knafl
SKU: 9783032009890
Price: 171.19 EUR
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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.

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