In: Statistics and Probability
The manufacturer of hardness testing equipment uses steel-ball indenters to penetrate metal that is being tested. However, the manufacturer thinks it would be better to use a diamond indenter so that all types of metal can be tested. Because of differences between the two types of indenters, it is suspected that the two methods will produce different hardness readings. The metal specimens to be tested are large enough so that two indentions can be made. Therefore, the manufacturer uses both indenters on each specimen and compares the hardness readings. Construct a 95% confidence interval to judge whether the two indenters result in different measurements.
Note: A normal probability plot and boxplot of the data indicate that the differences are approximately normally distributed with no outliers.
Specimen 1 2 3 4 5 6 7 8 9
Steel Ball 51 57 61 70 68 54 65 51 53
Diamond 53 56 61 74 69 55 68 51 56
Construct a 95% confidence interval to judge whether the two indenters result in different measurements, where the differences are computed as 'diamond minus steel ball'.
The uppper bound is _______?
The lower bound is _________?
The test statistic is __________?
Given:
The manufacturer of hardness testing equipment uses steel-ball indenters to penetrate metal that is being tested.
It is given that the differences are computed as 'diamond minus steel ball'
Table for calculating mean and standard deviation :
Specimen | steel ball, X | Diamond, Y | d = Y-X | d^2 |
1 | 51 | 53 | -2 | 4 |
2 | 57 | 56 | -1 | 1 |
3 | 61 | 61 | 0 | 0 |
4 | 70 | 74 | 4 | 16 |
5 | 68 | 69 | 1 | 1 |
6 | 54 | 55 | 1 | 1 |
7 | 65 | 68 | 3 | 9 |
8 | 51 | 51 | 0 | 0 |
9 | 53 | 56 |
3 |
9 |
d = 9 | d^2=41 |
Therefore
The uppper bound is -0.54
The lower bound is 2.54
The test statistic is 1.5