Multi-state models for event history analysis |
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Authors: | Andersen Per Kragh Keiding Niels |
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Affiliation: | Department of Biostatistics, University of Copenhagen, Danish Epidemiology Science Centre, Copenhagen, Denmark. pka@biostat.ku.dk |
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Abstract: | An introduction to event history analysis via multi-state models in given. Examples include the two-state model for survival analysis, the competing risks and illness-death models, and models for bone marrow transplantation. Statistical model specification via transition intensities and likelihood inference is introduced. Consequences of observational patterns are discussed, and a real example concerning mortality and bleeding episodes in a liver cirrhosis trial is discussed. |
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