In: Statistics and Probability
Listed below are speeds (mi/h) measured from traffic on a busy highway. This simple random sample was obtained at 3:30 P.M. on a weekday. Use the sample data to construct
a 98% confidence interval estimate of the population standard deviation.
62 |
60 |
60 |
56 |
60 |
53 |
59 |
58 |
59 |
68 |
58 |
67 |
The standard deviation here is computed as:
X | (X - Mean(X)) | (X - Mean(X))^2 |
62 | 2 | 4 |
60 | 60 | 3600 |
60 | 60 | 3600 |
56 | 56 | 3136 |
60 | 60 | 3600 |
53 | 53 | 2809 |
59 | 59 | 3481 |
58 | 58 | 3364 |
59 | 59 | 3481 |
68 | 68 | 4624 |
58 | 58 | 3364 |
67 | 67 | 4489 |
720 | 39552 |
The sample mean here is computed as:
The sample standard deviation now is computed here as:
Now for n - 1 = 11 degrees of freedom, we get from chi square distribution tables:
Therefore the confidence interval here is obtained as:
This is the required 98% confidence interval here.