题目
The masses of a certain species of animal are known to be normally distributed with standard deviation . A researcher obtains the masses of a random sample of animals of this species and uses these masses to find two confidence intervals ( and ) for the population mean. The width of the confidence interval is the width of the confidence interval.
(a) Find .
(b) Find the probability that the confidence interval contains the population mean given that the confidence interval contains the population mean.
题目中文翻译
已知某种动物的质量服从正态分布,标准差为 。一名研究人员从该物种随机抽取 只动物,测得它们的质量,并用这些数据求出总体均值的两个置信区间,置信水平分别为 和 。 置信区间的宽度是 置信区间宽度的 倍。
(a) 求 。
(b) 已知 置信区间包含总体均值,求 置信区间也包含总体均值的概率。
原卷通用作答要求
Answer all questions. You should use a calculator where appropriate.
You must show all necessary working clearly; no marks will be given for unsupported answers from a calculator.
Give non-exact numerical answers correct to 3 significant figures, or 1 decimal place for angles in degrees, unless a different level of accuracy is specified in the question.
请回答所有题目。适当时应使用计算器。必须清楚展示所有必要的计算过程;仅给出计算器答案而没有过程,不予评分。除非题目另有精度要求,非精确数值答案保留 3 位有效数字,以度为单位的角度保留 1 位小数。
解答
(a)
解法一
思路
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同一份样本和同一总体标准差使宽度只随正态分位数变化,因此宽度比就是分位数之比。
答题过程
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For a confidence interval based on this sample, the width is . Using for the interval, the given width ratio implies
Therefore
Hence to significant figures.
(b)
解法一
思路
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两个区间来自同一样本且中心相同,较窄的 区间包含于较宽区间;利用事件包含关系,而不是假设两个覆盖事件独立。
答题过程
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Both intervals have the same centre, , and the interval is contained in the wider interval. Therefore the event that the interval covers the true mean is a subset of the corresponding event for the wider interval.
Let be the event that the interval covers , and the event that the wider interval covers . Since , using part (a),