Analysis of Survival Data with Dependent Censoring Copula-Based Approaches /
This book introduces readers to copula-based statistical methods for analyzing survival data involving dependent censoring. Primarily focusing on likelihood-based methods performed under copula models, it is the first book solely devoted to the problem of dependent censoring. The book demonstrates t...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Singapore :
Springer Singapore : Imprint: Springer,
2018.
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Έκδοση: | 1st ed. 2018. |
Σειρά: | JSS Research Series in Statistics,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Chapter 1: Setting the scene
- Chapter 2: Introduction to survival analysis
- Chapter 3: Copula models for dependent censoring
- Chapter 4: Gene selection under dependent censoring
- Chapter 5: The joint frailty-copula model for meta-analysis
- Chapter 6:High-dimensional covariates in the joint frailty-copula model
- Chapter 7:Dynamic prediction of time-to-death. Chapter 8: Future developments
- Appendix.