Question
To test whether the mean time needed to mix a batch of material is the same for machines produced by three manufacturers, a chemical company
To test whether the mean time needed to mix a batch of material is the same for machines produced by three manufacturers, a chemical company obtained the following data on the time (in minutes) needed to mix the material.
Manufacturer | ||
---|---|---|
1 | 2 | 3 |
20 | 28 | 20 |
25 | 25 | 19 |
24 | 31 | 22 |
23 | 28 | 23 |
(a)
Use these data to test whether the population mean times for mixing a batch of material differ for the three manufacturers. Use
= 0.05.
State the null and alternative hypotheses.
H0: 1 = 2 = 3 Ha: 1 2 3H0: 1 = 2 = 3 Ha: Not all the population means are equal. H0: At least two of the population means are equal. Ha: At least two of the population means are different.H0: 1 2 3 Ha: 1 = 2 = 3H0: Not all the population means are equal. Ha: 1 = 2 = 3
Find the value of the test statistic. (Round your answer to two decimal places.)
Find the p-value. (Round your answer to three decimal places.)
p-value =
State your conclusion.
Do not reject H0. There is sufficient evidence to conclude that the mean time needed to mix a batch of material is not the same for each manufacturer.Reject H0. There is not sufficient evidence to conclude that the mean time needed to mix a batch of material is not the same for each manufacturer. Do not reject H0. There is not sufficient evidence to conclude that the mean time needed to mix a batch of material is not the same for each manufacturer.Reject H0. There is sufficient evidence to conclude that the mean time needed to mix a batch of material is not the same for each manufacturer.
(b)
At the = 0.05 level of significance, use Fisher's LSD procedure to test for the equality of the means for manufacturers 1 and 3.
Find the value of LSD. (Round your answer to two decimal places.)
LSD =
Find the pairwise absolute difference between sample means for manufacturers 1 and 3.
x1 x3
=
What conclusion can you draw after carrying out this test?
There is a significant difference between the means for manufacturer 1 and manufacturer 3.There is not a significant difference between the means for manufacturer 1 and manufacturer 3.
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