A note on information seldom reported via the P value

被引:20
作者
Donahue, RMJ [1 ]
机构
[1] Glaxo Wellcome Inc, Res Triangle Pk, NC 27709 USA
关键词
distribution of P value; hypothesis test;
D O I
10.2307/2686048
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The P value, or significance of a statistical test, is often reported when said value is small-that is, less than .05, and is used to reject the null hypothesis. What appears to be less well-known or perhaps less often used, certainly within the realm of clinical trials and perhaps in other areas as well, however, is that the P value also carries information about particular alternative hypotheses since the distribution of the P value under an alternative hypothesis can be found easily. By way of a simple example, this additional piece of information is used to make inference concerning the alternative hypothesis when the null hypothesis is not rejected. Suggestions for decision making and reporting are then given.
引用
收藏
页码:303 / 306
页数:4
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