Statistical Modelling of Survival Data with Random Effects H-Likelihood Approach /
This book provides a groundbreaking introduction to the likelihood inference for correlated survival data via the hierarchical (or h-) likelihood in order to obtain the (marginal) likelihood and to address the computational difficulties in inferences and extensions. The approach presented in the boo...
Κύριοι συγγραφείς: | , , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Singapore :
Springer Singapore : Imprint: Springer,
2017.
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Σειρά: | Statistics for Biology and Health,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Introduction
- Classical Survival Analysis
- H-likelihood Approach to Random-Effects Models
- Simple Frailty Models
- Multi-Component Frailty Models
- Competing Risks Frailty Models
- Variable Selection for Frailty Models
- Mixed-Effects Survival Models
- Joint Model for Repeated Measures and Survival Data
- Further Topics
- A Formula for fitting fixed and random effects
- References
- Index.