Question

In: Statistics and Probability

The manufacturer of hardness testing equipment uses​ steel-ball indenters to penetrate metal that is being tested.​...

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 __________?

Solutions

Expert Solution

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


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