Skip to content
CalcGospel 國際數學圖譜
返回

CIE 9231 2025 June Paper 43 Q4

A Level / CIE / FS

CIE 9231 2025 June Paper 43 Paper · Question 4

题目

Problem

A researcher claims that older people take longer to react to a sudden loud noise than younger people. To investigate this, the researcher randomly selects 6 people over 50 years old and 8 people under 25 years old and records their reaction times, in milliseconds, to a sudden loud noise. The reaction times are as follows.

Over 50198212217229235242
Under 25178181183192203209223231

Carry out a Wilcoxon rank-sum test at the 5% significance level to test the researcher’s claim.

[8]
题目中文翻译

一位研究人员声称,老年人对突然出现的巨大噪声作出反应所需的时间比年轻人更长。为了调查这一点,研究人员随机选取 6 名 50 岁以上的人和 8 名 25 岁以下的人,并记录他们对突然出现的巨大噪声的反应时间,单位为毫秒。反应时间如下。

50 岁以上198212217229235242
25 岁以下178181183192203209223231

在 5% 显著性水平下进行 Wilcoxon 秩和检验,检验这位研究人员的声称。

(8)
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

解法一

思路

展开

把两组反应时间合并并从大到小排名。若年长组更慢,它的反向秩和应偏小。

答题过程

展开

Under the common-shape location model, let H0H_0 be that the population medians are equal and H1H_1 that the over-50 population has a higher median. Assigning rank 11 to the smallest time gives the following pooled ranks in the data order.

GroupRanks
Over 505, 8, 9, 11, 13, 14
Under 251, 2, 3, 4, 6, 7, 10, 12

The older group’s ascending rank sum is 5+8+9+11+13+14=605+8+9+11+13+14=60. Reversing the ranks replaces each rank rr by 15−r15-r, giving ranks 10,7,6,4,2,110,7,6,4,2,1 and sum

R′=6(15)−60=30.R'=6(15)-60=30.

A longer reaction time corresponds to a smaller reversed rank, so evidence for the claim is a small value of R′R'. For sample sizes 66 and 88, the lower one-sided 5%5\% critical value for the size-66 rank sum is 3131. Since 30≤3130\le31, we reject H0H_0. There is sufficient evidence at the 5%5\% level that the older group tends to take longer to react.