Machine A and machine B produce identical components and it is required to test if the mean diameter of the components is the same. A random sample of 144 from machine A had a mean of 36.4 mm and a standard deviation of 3.6 mm; whilst a random sample of 225 from machine B had a mean of 36.90 mm and a standard deviation of 2.9 mm.
Are the means significantly different at the 5% level?
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Expert's answer
2020-12-11T14:06:50-0500
Solution
H0:μ1−μ2=0 vs
H1:μ1−μ2=0
Test statistic :
Z−test=n1S12+n2S22(xˉ1−xˉ2)−(μ1−μ2)
=1443.62+2252.92(36.4−36.90)−0
=−1.400
Z-value:
Z0.025=1.96and−1.96
Since the test statistic lies between -1.96 and 1.96, we fail to reject the null hypothesis.
Therefore there is no sufficient evidence to support the claim that the machine A is significantly different from machine B.
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