题目
A scientist is investigating whether the ability to remember depends on age. A random sample of 150 students in different age groups is chosen. Each student is shown a set of 20 objects for thirty seconds and then asked to list as many as they can remember. The students are graded A or B according to how many objects they remembered correctly: grade A for 16 or more correct and grade B for fewer than 16 correct. The results are shown in the table.
| Age of students | |||
|---|---|---|---|
| 11-12 years | 13-14 years | 15-16 years | |
| Grade A | 25 | 16 | 19 |
| Grade B | 28 | 45 | 17 |
(a) Carry out a -test at the 2.5% significance level to test whether grade is independent of age of student.
The scientist decides instead to use three grades: grade A for 16 or more correct, grade B for 10 to 15 correct and grade C for fewer than 10 correct. The results are shown in the following table.
| Age of students | |||
|---|---|---|---|
| 11-12 years | 13-14 years | 15-16 years | |
| Grade A | 25 | 16 | 19 |
| Grade B | 12 | 27 | 11 |
| Grade C | 16 | 18 | 6 |
With this second set of data, the test statistic is calculated as 10.91.
(b) Complete the -test at the 2.5% significance level for this second set of data.
(c) State, with a reason, whether you would prefer to use the result from part (a) or part (b) to investigate whether the ability to remember depends on age.
题目中文翻译
一名科学家正在研究记忆能力是否取决于年龄。随机抽取 150 名不同年龄组的学生。每名学生观看一组 20 个物品 30 秒,然后被要求列出他们能记住的尽可能多的物品。根据正确记住的物品数量,将学生评为 A 或 B:正确记住 16 个或更多为 grade A,少于 16 个为 grade B。结果如下表所示。
| 学生年龄 | |||
|---|---|---|---|
| 11-12 岁 | 13-14 岁 | 15-16 岁 | |
| Grade A | 25 | 16 | 19 |
| Grade B | 28 | 45 | 17 |
(a) 在 2.5% 显著性水平下进行 检验,检验 grade 是否与学生年龄相互独立。
科学家转而决定使用三个 grade:正确记住 16 个或更多为 grade A,正确记住 10 到 15 个为 grade B,少于 10 个为 grade C。结果如下表所示。
| 学生年龄 | |||
|---|---|---|---|
| 11-12 岁 | 13-14 岁 | 15-16 岁 | |
| Grade A | 25 | 16 | 19 |
| Grade B | 12 | 27 | 11 |
| Grade C | 16 | 18 | 6 |
对于这第二组数据,检验统计量计算为 10.91。
(b) 在 2.5% 显著性水平下,完成针对第二组数据的 检验。
(c) 说明你会更倾向于使用 part (a) 还是 part (b) 的结果来研究记忆能力是否取决于年龄,并给出理由。