题目
A school with a large number of students is updating its logo. Each student has designed a new logo and two teachers have each awarded a mark out of 50 for each logo. The marks awarded to a random sample of 12 students are shown in the following table.
| Student | A | B | C | D | E | F | G | H | I | J | K | L | | --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | | Teacher 1 | 36 | 38 | 40 | 36 | 22 | 34 | 45 | 44 | 48 | 35 | 28 | 30 | | Teacher 2 | 38 | 42 | 32 | 41 | 32 | 41 | 42 | 50 | 36 | 44 | 42 | 41 |
One of the students claims that Teacher 2 is awarding higher marks than Teacher 1.
(a) Carry out a Wilcoxon matched-pairs signed-rank test, at the 5% significance level, to test whether the data supports the claim.
It was later discovered that Teacher 1 had entered her mark for student C incorrectly. Her intended mark was 24 not 40. This was corrected.
(b) Determine whether this correction affects the conclusion of the test carried out in part (a).
题目中文翻译
一所拥有大量学生的学校正在更新其校徽。每名学生都设计了一个新校徽,两名教师分别给每个校徽打出满分 50 分的分数。随机抽取 12 名学生,所得分数如下表所示。
| 学生 | A | B | C | D | E | F | G | H | I | J | K | L |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 教师 1 | 36 | 38 | 40 | 36 | 22 | 34 | 45 | 44 | 48 | 35 | 28 | 30 |
| 教师 2 | 38 | 42 | 32 | 41 | 32 | 41 | 42 | 50 | 36 | 44 | 42 | 41 |
其中一名学生声称教师 2 给出的分数高于教师 1。
(a) 在 5% 显著性水平下进行 Wilcoxon 配对符号秩检验,以检验数据是否支持该声称。
后来发现,教师 1 错误地输入了学生 C 的分数。她原本想输入的分数是 24,而不是 40。这个错误已被更正。
(b) 判断这一更正是否会影响(a)中检验的结论。
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
同一份标志设计的两位老师评分构成一对。对差值绝对值排名,再恢复符号,检验第二位老师的评分是否偏高。
答题过程
展开
Let be Teacher 2’s mark minus Teacher 1’s mark for the same design. Test that the population median difference is zero against that it is positive. The differences and signed ranks are
| Student | A | B | C | D | E | F | G | H | I | J | K | L |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Difference | 2 | 4 | −8 | 5 | 10 | 7 | −3 | 6 | −12 | 9 | 14 | 11 |
| Signed rank | 1 | 3 | −7 | 4 | 9 | 6 | −2 | 5 | −11 | 8 | 12 | 10 |
For the positive alternative, a small negative rank sum supports the claim. Here . The one-sided lower critical value for nonzero differences is . Since , we fail to reject . The data provide insufficient evidence that Teacher 2 tends to award higher marks.
(b)
解法一
思路
展开
学生 C 的差值只改变正负,绝对值和排序都不变。将其秩从负秩和移到正秩和,再比较同一临界值。
答题过程
展开
The corrected difference for C is , replacing . Its absolute rank remains , so . Since , we now reject . After the correction there is sufficient evidence at the level that Teacher 2 tends to award higher marks.