题目
A factory produces metal discs. The manager claims that the diameters of these discs have a median of 22.0 mm. The diameters, in mm, of a random sample of 12 discs produced by this factory are as follows.
(a) Carry out a Wilcoxon signed-rank test, at the 10% significance level, to test whether there is any evidence against the manager’s claim.
(b) State an assumption that is necessary for this test to be valid.
题目中文翻译
一家工厂生产金属圆片。经理声称这些圆片直径的中位数为 22.0 mm。该工厂生产的 12 个圆片的随机样本直径如下,单位为 mm。
(a) 在 10% 显著性水平下进行 Wilcoxon 符号秩检验,检验是否存在反对经理声称的证据。
(b) 说明使该检验有效所需要的一个假设。
原卷通用作答要求
Answer all questions. You should use a calculator where appropriate.
You must show all necessary working clearly; no marks will be given for unsupported answers from a calculator.
Give non-exact numerical answers correct to 3 significant figures, or 1 decimal place for angles in degrees, unless a different level of accuracy is specified in the question.
请回答所有题目。适当时应使用计算器。必须清楚展示所有必要的计算过程;仅给出计算器答案而没有过程,不予评分。除非题目另有精度要求,非精确数值答案保留 3 位有效数字,以度为单位的角度保留 1 位小数。
解答
(a)
解法一
思路
展开
用直径减去 ,对绝对差排名后恢复符号。题目问是否有任何反证,因此做双侧检验。
答题过程
展开
Let be the population median diameter. Test against . In observation order, the differences are
The corresponding signed ranks are
The positive and negative rank sums are and , giving . The two-sided critical value with observations is . Since , we fail to reject . There is insufficient evidence at the level that the population median diameter differs from mm.
(b)
解法一
思路
展开
符号秩检验不仅用差值的正负,也用大小的排序,因此需要总体对称。
答题过程
展开
The population distribution of disc diameters is assumed to be symmetric about its median.