In: Statistics and Probability
How much experience do supply-chain transportation managers have in their field? Suppose in an effort to estimate this, 41 supply-chain transportation managers are surveyed and asked how many years of managerial experience they have in transportation. Survey results (in years) are shown below. Use these data to construct a 99% confidence interval to estimate the mean number of years of experience in transportation. Assume that years of experience in transportation is normally distributed in the population. 5 8 10 21 20 25 14 6 19 3 1 9 11 2 3 13 2 4 9 4 5 4 21 7 6 3 28 17 31 2 25 8 13 17 27 7 3 15 4 18 6 Appendix A Statistical Tables (Round the intermediate values to 3 decimal places. Round your answers to 3 decimal places.)
_______≤ μ ≤_________
x | (X-Xbar)^2 | |||
5 | 37.47829 | Mean(X)=Xbar=sum(d)/n | 11.121951 | |
8 | 9.746579 | standard deviation(sd)=sqrt(sum(X-Xbar)^2/n-1) | 8.4207931 | |
10 | 1.258775 | n | 41 | |
21 | 97.57585 | for 90 % confidence level with degree of freedom (n-1)=7 | ||
20 | 78.81975 | \alpha=1-c%=1-0.99=0.01 | 0.01 | |
25 | 192.6002 | degrees of freedom (n-1) | 40 | |
14 | 8.283165 | t=critical value at 99 % with (n-1) degree of freedom | 2.7044593 | |
6 | 26.23438 | Margin of error =t*s/sqrt(n) | 3.5566531 | |
19 | 62.06365 | Lower limit =Xbar-ME | 7.5652981 | |
3 | 65.96609 | Upper limit =Xbar+ME | 14.678604 | |
1 | 102.4539 | |||
9 | 4.502677 | |||
11 | 0.014872 | |||
2 | 83.20999 | |||
3 | 65.96609 | |||
13 | 3.527067 | |||
2 | 83.20999 | |||
4 | 50.72219 | |||
9 | 4.502677 | |||
4 | 50.72219 | |||
5 | 37.47829 | |||
4 | 50.72219 | |||
21 | 97.57585 | |||
7 | 16.99048 | |||
6 | 26.23438 | |||
3 | 65.96609 | |||
28 | 284.8685 | |||
17 | 34.55146 | |||
31 | 395.1368 | |||
2 | 83.20999 | |||
25 | 192.6002 | |||
8 | 9.746579 | |||
13 | 3.527067 | |||
17 | 34.55146 | |||
27 | 252.1124 | |||
7 | 16.99048 | |||
3 | 65.96609 | |||
15 | 15.03926 | |||
4 | 50.72219 | |||
18 | 47.30756 | |||
6 | 26.23438 | |||
sum | 456 | 2836.39 |
#99 % CI interval for mean is
7.565 ≤ μ ≤ 14.676