[Wilcoxon, Mann和Whitney检验:适用的条件和假设]。

Zeitschrift fur Versuchstierkunde Pub Date : 1990-01-01
M Horn
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引用次数: 0

摘要

Wilcoxon, Mann和Whitney检验只适用于两个分布函数FX和FY不相交的假设。如有疑问,应通过绘制外汇和财政年度的估计数来检验这一假设。如果假设成立,则检验同时检查X和Y是否具有相等的平均值,相等的中位数,以及“X大于Y”和“Y大于X”是否具有相同的概率。与假设无关,在显著性情况下得出“FX不等于FY”的结论,在无显著性和大样本量情况下得出“P(X大于Y) = 1/2”的结论。如果可能违反假设,则不可能有关于平均值或中位数的陈述。概率P(X大于Y)甚至可以与一些p0(可能不同于1/2)进行比较,并且可以计算P(X大于Y)的置信区间,当使用Hilgers(1981)对检验进行大样本修改时。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[The Wilcoxon, Mann and Whitney test: conditions under which and hypotheses for which it is applicable].

The test of Wilcoxon, Mann and Whitney is applicable only under the assumption that the two distribution functions FX and FY do not intersect. In case of doubt this assumption should be examined by drawing the estimates of FX and FY. If the assumption is true, the test simultaneously examines whether X and Y have equal means, equal medians, and whether 'X greater than Y' and 'Y greater than X' have the same probability 1/2. Independent of the assumption one concludes 'FX not equal to FY' in case of significance and 'P(X greater than Y) = 1/2 in case of no significance and large sample sizes. If the assumption may be violated, no statement is possible concerning means or medians. The probability P(X greater than Y) can be compared even against some p0 (being possibly different from 1/2), and a confidence interval for P(X greater than Y) can be calculated, when using the large sample modification of the test by Hilgers (1981).

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