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IAL 2023 Jan S3 Q3

A Level / Edexcel / S3

IAL 2023 Jan Paper · Question 3

题目

Problem

A mobile phone company offers an insurance policy to its customers when they purchase a mobile phone. The company conducted a survey on the age of the customers and whether or not claims were made.

A random sample of 1200 customers from this company was investigated for 2020 and the results are shown in the table below.

AgeClaim made in 2020No claim made in 2020Total
17 – 20 years24176200
21 – 50 years48652700
51 years and over14286300
Total8611141200

The data are to be used to determine whether or not making a claim is independent of age.

(a) Calculate the expected frequencies for the age group 51 years and over that (i) made a claim in 2020 (ii) did not make a claim in 2020

The 4 classes of customers aged between 17 and 50 give a value of

(OE)2E=7.123\sum \frac{(O-E)^2}{E}=7.123

correct to 3 decimal places.

(b) Test, at the 1% level of significance, whether or not making a claim is independent of age. Show your working clearly, stating your hypotheses, the degrees of freedom, the test statistic and the critical value used.

(2)
(7)
(Total for Question 3 is 9 marks)
题目中文翻译

手机公司在客户购买手机时提供保险。 公司对客户年龄以及是否提出理赔进行了调查。

从该公司随机抽取了 1200 名 2020 年的客户,结果如下表所示。

年龄2020 年提出理赔2020 年未提出理赔总计
17 至 20 岁24176200
21 至 50 岁48652700
51 岁及以上14286300
总计8611141200

这些数据将用于判断是否“提出理赔”与“年龄”相互独立。

(a) 计算 51 岁及以上年龄组中 (i) 2020 年提出理赔的期望频数 (ii) 2020 年未提出理赔的期望频数

17 至 50 岁这 4 个类别的

(OE)2E=7.123\sum \frac{(O-E)^2}{E}=7.123

,精确到 3 位小数。

(b) 在 1% 显著性水平下,检验提出理赔是否与年龄独立。请清楚写出你的工作过程、原假设、自由度、检验统计量和所用临界值。

解答