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pubmed-article:10537900pubmed:abstractTextMeasurement of treatment costs is important in the evaluation of medical interventions. Accurate cost estimation is problematic, when cost records are incomplete. Methods from the survival analysis literature have been proposed for estimating costs using available data. In this article, we clarify assumptions necessary for validity of these techniques. We demonstrate how assumptions needed for valid survival analysis may be violated when these methods are applied to cost estimation. Our observations are confirmed through simulations and empirical data analysis. We conclude that survival analysis approaches are not generally appropriate for the analysis of medical costs and review several valid alternatives.lld:pubmed
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pubmed-article:10537900pubmed:authorpubmed-author:RamseyS DSDlld:pubmed
pubmed-article:10537900pubmed:authorpubmed-author:SullivanS DSDlld:pubmed
pubmed-article:10537900pubmed:authorpubmed-author:EtzioniR DRDlld:pubmed
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pubmed-article:10537900pubmed:volume18lld:pubmed
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pubmed-article:10537900pubmed:dateRevised2007-11-14lld:pubmed
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pubmed-article:10537900pubmed:year1999lld:pubmed
pubmed-article:10537900pubmed:articleTitleOn the use of survival analysis techniques to estimate medical care costs.lld:pubmed
pubmed-article:10537900pubmed:affiliationFred Hutchinson Cancer Research Center, Seattle, WA 98109-1024, USA. etzi@fhcrc.orglld:pubmed
pubmed-article:10537900pubmed:publicationTypeJournal Articlelld:pubmed
pubmed-article:10537900pubmed:publicationTypeResearch Support, U.S. Gov't, P.H.S.lld:pubmed