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参考值的确定:样本量计算的统计概念和工具。

Determination of reference limits: statistical concepts and tools for sample size calculation.

出版信息

Clin Chem Lab Med. 2014 Dec;52(12):1685-94. doi: 10.1515/cclm-2014-0226.

Abstract

Reference limits are estimators for 'extreme' percentiles of the distribution of a quantitative diagnostic marker in the healthy population. In most cases, interest will be in the 90% or 95% reference intervals. The standard parametric method of determining reference limits consists of computing quantities of the form X̅±c·S. The proportion of covered values in the underlying population coincides with the specificity obtained when a measurement value falling outside the corresponding reference region is classified as diagnostically suspect. Nonparametrically, reference limits are estimated by means of so-called order statistics. In both approaches, the precision of the estimate depends on the sample size. We present computational procedures for calculating minimally required numbers of subjects to be enrolled in a reference study. The much more sophisticated concept of reference bands replacing statistical reference intervals in case of age-dependent diagnostic markers is also discussed.

摘要

参考值是健康人群中定量诊断标志物分布的“极端”百分位数的估计值。在大多数情况下,人们感兴趣的是 90%或 95%的参考区间。确定参考值的标准参数方法包括计算形式为 X̅±c·S 的量。在基础人群中被覆盖的值的比例与在相应的参考区域之外的测量值被分类为诊断可疑时获得的特异性一致。非参数法通过所谓的顺序统计来估计参考值。在这两种方法中,估计的精度都取决于样本量。我们提出了计算参考研究中所需最少受试者数量的计算程序。还讨论了在依赖年龄的诊断标志物的情况下,用参考带代替统计参考区间的更复杂的概念。

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