题目
A research student is investigating the number of children who are girls in families with 4 children.
The table below shows her results for 200 such families.
| Number of girls | 0 | 1 | 2 | 3 | 4 |
|---|---|---|---|---|---|
| Frequency | 15 | 68 | 69 | 38 | 10 |
The research student suggests that a binomial distribution with could be a suitable model for the number of children who are girls in a family of 4 children.
(a) Using her results and a 5% significance level, test the research student’s claim. You should state your hypotheses, expected frequencies, test statistic and the critical value used.
The research student decides to refine the model and retains the idea of using a binomial distribution but does not specify the probability that the child is a girl.
(b) Use the data in the table to show that the probability that a child is a girl is 0.45
The research student uses the probability from part (b) to calculate a new set of expected frequencies, none of which are less than 5
is evaluated and found to be 2.47
(c) Test, at the 5% significance level, whether using a binomial distribution is suitable to model the number of children who are girls in a family of 4 children. You should state your hypotheses and the critical value used.
题目中文翻译
一位研究生正在研究有 4 个孩子的家庭中女孩的人数。
下表给出了她对 200 个此类家庭的调查结果。
| 女孩人数 | 0 | 1 | 2 | 3 | 4 |
|---|---|---|---|---|---|
| 频数 | 15 | 68 | 69 | 38 | 10 |
研究生认为,二项分布且 可能适合作为有 4 个孩子的家庭中女孩人数的模型。
(a) 利用她的结果并在 5% 显著性水平下,检验她的说法。 你应写出原假设、期望频数、检验统计量和所用临界值。
研究生决定改进模型,仍采用二项分布,但不指定孩子是女孩的概率。
(b) 利用表中的数据证明一个孩子是女孩的概率为 0.45。
研究生用 (b) 小题得到的概率计算出一组新的期望频数,其中没有一个小于 5。
被算出为 2.47。
(c) 在 5% 显著性水平下,检验使用二项分布是否适合建模一个有 4 个孩子的家庭中女孩人数。 你应写出原假设和所用临界值。