Asssment and comparison of prognostic classifica

更新时间:2023-06-19 11:46:21 阅读: 评论:0

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criticizeAsssment and comparison of prognostic classification schemes for survival data (p2529-
第一次月考2545)milkthistle
2017年12月六级答案
期刊名称: Statistics in Medicine
年份: 2010年
rebecca tsang期号: 第17-18期英文姓名
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摘要:Prognostic classification schemes have often been ud in medical applications, but rarely subjected to a rigorous examination of their adequacy. For survival data, the statistical methodology to asss such schemes consists mainly of a range of ad hoc approaches, and there is an alarming lack of commonly accepted standards in this field. We review the methods and develop measures of inaccuracy which may be calculated in a validation study in order to asss the ufulness of estimated patient-specific survival probabilities associated with a prognostic classification scheme. The measures are meaningful even when the estimated probabilities are misspecified, and asymptot
uhmwpeically they are not affected by random censorship. In addition, they can be ud to derive R2-type measures of explained residual variation. A breast
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