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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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