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CIE 9231 2023 June Paper 43 Q6

A Level / CIE / FS

CIE 9231 2023 June Paper 43 Paper · Question 6

题目

Problem

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 years13-14 years15-16 years
Grade A251619
Grade B284517

(a) Carry out a χ2\chi^2-test at the 2.5% significance level to test whether grade is independent of age of student.

[7]

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 years13-14 years15-16 years
Grade A251619
Grade B122711
Grade C16186

With this second set of data, the test statistic is calculated as 10.91.

(b) Complete the χ2\chi^2-test at the 2.5% significance level for this second set of data.

[2]

(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.

[1]
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 A251619
Grade B284517

(a) 在 2.5% 显著性水平下进行 χ2\chi^2 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 A251619
Grade B122711
Grade C16186

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 χ2\chi^2 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。

解答