In: Statistics and Probability
It is believed that using a solid state drive (SSD) in a computer results in faster boot times when compared to a computer with a traditional hard disk (HDD). You sample 10 computers with an HDD and note a sample average of 34.434 seconds with a standard deviation of 5.3833 seconds. A sample of 7 computers with an SSD show an average of 8.946 seconds with a standard deviation of 1.0224 seconds. Construct a 95% confidence interval for the difference between the true average boot times of the two types of hard drives. Assume the difference will represent (HDD-SSD) and that the population standard deviations are statistically the same
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Solution:
Given
n1= 10 sample size of HDD computer
n2= 7 sample size of SSD computer
sample mean of HDD computer.
sample mean of SSD computer.
S1= 5.3833 sample standard deviations of HDD computer.
s2 = 1.0224 sample standard deviations of SSD computer.
level of significance
The 95% confidence interval for difference between the true average boot times of the two types of hard drives is
Where
At
from t table
(25.488 - 4.4314203,. 25.488+4.4314203)
(21.056579, 29.919420)
(21.056, 29.92)
The 95% confidence interval for difference between the true average boot times of the two types of drives is
(21.056, 29.92)
Option 5 is correct