Question
A consumer buying cooperative tested the effective heating area of 20 different electric space heaters with different wattages. Here are the results. Heater Wattage Area
A consumer buying cooperative tested the effective heating area of 20 different electric space heaters with different wattages. Here are the results.
Heater | Wattage | Area |
1 | 1500 | 131 |
2 | 1500 | 142 |
3 | 750 | 111 |
4 | 1500 | 264 |
5 | 1250 | 237 |
6 | 1750 | 267 |
7 | 1500 | 61 |
8 | 2000 | 135 |
9 | 2000 | 263 |
10 | 2000 | 263 |
11 | 750 | 125 |
12 | 1500 | 76 |
13 | 2000 | 77 |
14 | 750 | 170 |
15 | 1000 | 165 |
16 | 1000 | 152 |
17 | 1000 | 238 |
18 | 1750 | 209 |
19 | 1250 | 167 |
20 | 1750 | 75 |
a. Compute the correlation between the wattage and heating area. Is there a direct or an indirect relationship? (Round your answer to 4 decimal places.) The correlation of Wattage and Area is ___. The link (relationship) is ____.
b. Conduct a test of hypothesis to determine if it is reasonable that the coefficient is greater than zero. Use the 0.010 significance level. (Round intermediate calculations and final answer to 3 decimal places.) H0: 0; H1: > 0 Reject H0 if t > 2.552
t = ____
c. Develop the regression equation for effective heating based on wattage. (Negative value should be indicated by a minus sign. Round your answers to 3 decimal places.)
The regression equation is: Area = _____ + ____ Wattage
d. What heating area corresponds with a 1,500-watt heater? (Round your answers to 4 decimal places.) Heating area ____
e. What is the 95% confidence interval of heating the area if the wattage is 1,500? (Round your answers to 4 decimal places.) [ ____ , ____ ]
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