Application of Resampling Techniques to the Statistical Analysis of the Brier Score
Application of Resampling Techniques to the Statistical Analysis of the Brier Score
复制标题
重采样技术在Brier评分统计分析中的应用
DOI：
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发表时间：
2001
影响因子：
1.7
通讯作者：
K. Yamauchi
中科院分区：
文献类型：
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作者：
M. Ikeda;S. Itoh;T. Ishigaki;K. Yamauchi
摘要：我们研究了应用恢复技术对Brier评分（B）进行统计分析，并将其扩展到来自同一组患者的两个B的统计比较。重抽样技术有助于对B的统计分析，刀切法和自助法在此分析中几乎没有差异。因此，我们认为，B应该更经常地被用作评估概率判断的指标，在这种情况下，用于评估的数据集是“退化”的“受试者操作特征数据集”。
Abstract: We investigated the application of resampling techniques to the statistical analysis of the Brier score (B), and extended them to the statistical comparison of two Bs derived from the same set of patients. The re-sampling techniques are helpful in the statistical analysis of B, and there are almost no differences between the jackknife method and the bootstrap method in this analysis. Thus, we believe that B should be used more often as an index to evaluate probabilistic judgments in the case in which the data sets for the assessment are “degenerate” as the “receiver operating characteristic data sets.”
影响因子：
7.2
作者：
REDELMEIER, DA;BLOCH, DA;HICKAM, DH
通讯作者：
HICKAM, DH