题目
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.
| Age | Claim made in 2020 | No claim made in 2020 | Total |
|---|---|---|---|
| 17 – 20 years | 24 | 176 | 200 |
| 21 – 50 years | 48 | 652 | 700 |
| 51 years and over | 14 | 286 | 300 |
| Total | 86 | 1114 | 1200 |
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
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.
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 | 24 | 176 | 200 |
| 21 至 50 岁 | 48 | 652 | 700 |
| 51 岁及以上 | 14 | 286 | 300 |
| 总计 | 86 | 1114 | 1200 |
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
,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。