
Modeling Survival Data Using Frailty Models
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"This is an excellent book on survival models suitable for undergraduate students and physical and medical scientists who have a background on probability theory." (Nirode C. Mohanty, zbMATH 1459.62003, 2021)
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Content
1 Introduction to Survival Analysis.- 2 Some Parametric Models.- 3 Nonparametric and Semiparametric Models.- 4 The Frailty Concept.- 5 Various Frailty Models.- 6 Estimation Methods for Shared Frailty Models.- 7 Analysis of Survival Data in Shared Frailty Models.- 8 Tests of Hypotheses in Frailty Models.- 9 Shared Gamma Frailty Models.- 10 Shared Gamma Frailty Models Based on Reversed Hazard.- 11 Bivariate Frailty Models and Estimation Methods.- 12 Correlated Frailty Models.- 13 Correlated Gamma and Inverse Gaussian Frailty Models.- 14 Correlated Gamma Frailty Models Based on Reversed Hazard.
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