题目
An engineer is comparing the tensile strengths of steel rods made from two machines, A and B. The engineer randomly selects 8 rods from machine A and 6 rods from machine B. The tensile strengths, in appropriate units, are given in the following table.
| Machine A | 402 | 403 | 415 | 412 | 409 | 407 | 406 | 410 |
|---|---|---|---|---|---|---|---|---|
| Machine B | 401 | 398 | 395 | 397 | 410 | 405 |
You should assume that the two distributions are normal and have the same population variance.
Use a t-test at the 5% significance level to test whether there is any difference in the mean tensile strengths of steel rods from the two machines.
题目中文翻译
一名工程师正在比较由两台机器 A 和 B 制造的钢棒的抗拉强度。该工程师从机器 A 随机选取 8 根钢棒,从机器 B 随机选取 6 根钢棒。以适当单位表示的抗拉强度如下表所示。
| 机器 A | 402 | 403 | 415 | 412 | 409 | 407 | 406 | 410 |
|---|---|---|---|---|---|---|---|---|
| 机器 B | 401 | 398 | 395 | 397 | 410 | 405 |
你应假设这两个分布均为正态分布,并且具有相同的总体方差。
在 5% 显著性水平下使用 t 检验,检验来自两台机器的钢棒平均抗拉强度是否存在差异。
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
解法一
思路
展开
两个样本独立,题目假设总体方差相等。先合并组内平方离差,再用双侧两样本 检验。
答题过程
展开
Test against , where and are the population mean tensile strengths. The sample means are and . The two within-sample sums of squares are
The pooled variance is . The statistic is
For degrees of freedom the two-sided critical values are . Since , we reject . There is sufficient evidence at the level that the two machines produce rods with different mean tensile strengths.