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 | 750 | 168 | ||
2 | 750 | 58 | ||
3 | 1,500 | 56 | ||
4 | 750 | 51 | ||
5 | 1,000 | 237 | ||
6 | 1,250 | 105 | ||
7 | 1,000 | 139 | ||
8 | 2,000 | 197 | ||
9 | 1,250 | 80 | ||
10 | 1,500 | 166 | ||
11 | 750 | 75 | ||
12 | 1,750 | 292 | ||
13 | 2,000 | 49 | ||
14 | 1,250 | 78 | ||
15 | 1,750 | 269 | ||
16 | 750 | 162 | ||
17 | 1,250 | 171 | ||
18 | 1,500 | 147 | ||
19 | 2,000 | 244 | ||
20 | 1,000 | 73 | ||
Required: 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.)
b. Conduct a test of hypothesis to determine if it is reasonable that the coefficient is greater than zero. Use the 0.050 significance level. (Round intermediate calculations and final answer to 3 decimal places.) H0: 0; H1: > 0 Reject H0 if t > 1.734
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.)
d. What heating area corresponds with a 1,500-watt heater? (Round your answers to 4 decimal places.)
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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