题目
A college uses two assessments, X and Y, when interviewing applicants for research posts at the college. These assessments have been used for a large number of applicants this year.
The scores for a random sample of 9 applicants who took assessment X are as follows.
The scores for a random sample of 10 applicants who took assessment Y are as follows.
The interviewer believes that the population median score from assessment X is lower than the population median score from assessment Y.
Carry out a Wilcoxon rank-sum test, at the 1% significance level, to test whether the interviewer’s belief is supported by the data.
题目中文翻译
一所学院在面试研究职位申请者时使用两项评估 X 和 Y。今年,这两项评估已经用于大量申请者。
参加评估 X 的 9 名申请者的随机样本分数如下。
参加评估 Y 的 10 名申请者的随机样本分数如下。
面试官认为评估 X 的总体中位数分数低于评估 Y 的总体中位数分数。
在 1% 显著性水平下进行 Wilcoxon 秩和检验,检验数据是否支持面试官的看法。
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
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将两组分数合在一起从小到大排名。若测评 X 的总体中位数较低,X 组的秩和应偏小。
答题过程
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Under the common-shape location model, test that the population medians are equal against that the median for assessment X is lower. The ranks for the X scores in the order given are
The ranks for the Y scores in the order given are . Thus the rank sum for X is ; the Y rank sum is , and the two sums total . For sample sizes and , the lower one-sided critical value for the size- rank sum is . Since , we fail to reject . There is insufficient evidence at the level that the population median score is lower for assessment X.