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

Authors

  • Per Kragh Andersen,

    Corresponding author
    1. Department of Biostatistics, University of Copenhagen, Blegdamsvej 3, DK-2200 Copenhagen-N, Denmark
    2. Danish Epidemiology Science Centre, Statens Serum Institut, Denmark
    • Department of Biostatistics, University of Copenhagen, Blegdamsvej 3, DK-2200, Copenhagen-N, Denmark
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  • Sille Esbjerg,

    1. Department of Biostatistics, University of Copenhagen, Blegdamsvej 3, DK-2200 Copenhagen-N, Denmark
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  • Thorkild I. A. Sørensen

    1. Copenhagen Trial Unit, Institute of Preventive Medicine, Copenhagen University Hospital, Copenhagen, Denmark
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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. Copyright © 2000 John Wiley & Sons, Ltd.

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