Independent random samples from two regions in the same area gave the following chemical measurements (ppm). Assume the population distributions of the chemical are mound-shaped and symmetric for these two regions. Region I: ; 981 726 686 496 657 627 815 504 950 605 570 520 Region II: ; 1024 830 526 502 539 373 888 685 868 1093 1132 792 1081 722 1092 844 Let be the population mean and be the population standard deviation for . Let be the population mean and be the population standard deviation for . Determine and examine the 90% confidence interval for . Does the interval consist of numbers that are all positive? all negative? or different signs? At the 90% level of confidence, is one region more interesting that the other from a geochemical perspective?
Select one:
a. The interval contains only positive numbers. We can say at the required confidence level that one region is more interesting than the other.
b. The interval contains both positive and negative numbers. We cannot say at the required confidence level that one region is more interesting than the other.
c. The interval contains both positive and negative numbers. We can say at the required confidence level that one region is more interesting than the other. Incorrect
d. The interval contains only negative numbers. We cannot say at the required confidence level that one region is more interesting than the other.
e. The interval contains only positive numbers. We cannot say at the required confidence level that one region is more interesting than the other.
Ans:
Region 1 | Region 2 | |
1 | 981 | 1024 |
2 | 726 | 830 |
3 | 686 | 526 |
4 | 496 | 502 |
5 | 657 | 539 |
6 | 627 | 373 |
7 | 815 | 888 |
8 | 504 | 685 |
9 | 950 | 868 |
10 | 605 | 1093 |
11 | 570 | 1132 |
12 | 520 | 792 |
13 | 1081 | |
14 | 722 | |
15 | 1092 | |
16 | 844 | |
678.08 | 811.94 | |
163.85 | 239.04 |
df=12-1=11
critical t value=tinv(0.1,11)=1.796
90% confidence interval for difference in means
=(678.08-811.94)+/-1.796*sqrt((163.85^2/12)+(239.04^2/16))
=-133.85+/-136.88
=(-270.73, 3.03)
Option b is correct.
The interval contains both positive and negative numbers. We cannot say at the required confidence level that one region is more interesting than the other.
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