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...

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Bibliographische Detailangaben
1. Verfasser: Emura, Takeshi (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Singapore : Springer Singapore , 2018.
Ausgabe:1st ed. 2018.
Schriftenreihe:JSS Research Series in Statistics,
Schlagworte:
Statistics .
Biostatistics.
ISBN:9789811071645
ISSN:2364-0057
Online-Zugang: Volltext
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Inhaltsangabe:
  • 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.

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