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Multi-state models for bleeding episodes and mortality in liver cirrhosis

P K Andersen, S Esbjerg, T I Sorensen

76 Citations (Scopus)

Abstract

Data from a controlled clinical trial in liver cirrhosis are used to illustrate that multi-state models may be a useful tool in the analysis of data where survival is the ultimate outcome of interest but where intermediate, transient states are identified. We compare models for the marginal survival time distribution with models including transient states, both with respect to their clinical interpretation and with respect to the precision of survival probability estimates obtained from the various models.
Original languageEnglish
JournalStatistics in Medicine
Volume19
Issue number4
Pages (from-to)587-99
Number of pages13
ISSN0277-6715
Publication statusPublished - 29 Feb 2000

Keywords

  • Antihypertensive Agents
  • Clinical Trials as Topic
  • Esophageal and Gastric Varices
  • Female
  • Hemorrhage
  • Humans
  • Liver Cirrhosis
  • Male
  • Models, Biological
  • Multicenter Studies as Topic
  • Proportional Hazards Models
  • Propranolol
  • Sclerotherapy

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