A consumer buying cooperative tested the effective heating area of 20 different electric space heaters with...

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Basic Math

A consumer buying cooperative tested the effective heating areaof 20 different electric space heaters with different wattages.Here are the results.

Heater

Wattage

Area

1

1,000

290

2

750

292

3

1,500

148

4

1,250

246

5

1,250

203

6

750

85

7

1,250

237

8

1,000

139

9

1,500

64

10

1,000

171

11

1,750

163

12

1,250

175

13

750

264

14

1,500

50

15

1,750

163

16

1,500

177

17

1,250

118

18

1,750

122

19

1,000

144

20

1,500

103

(a) Compute the correlation between the wattage and heatingarea. Is there a direct or an indirect relationship? (Negativevalues should be indicated by a minus sign. Round your answer to 3decimal places.) The correlation of Wattage and Area is?

(b) Conduct a test of hypothesis to determine if it isreasonable that the coefficient is greater than zero. Use the 0.02significance level. (Negative values should be indicated by a minussign. Round your answer to 3 decimal places.)

(c) Develop the regression equation for effective heating basedon wattage. (Negative values should be indicated by a minus sign.Round your answers to 3 decimal places.) The regression equationis?

(d) Which heater looks like the “best buy” based on the size ofthe residual? (Round residual value to 2 decimal places.) The______heater is the "best buy." It heats an area that is________square feet larger than estimated by the regression equation.

Answer & Explanation Solved by verified expert
4.1 Ratings (795 Votes)
a x y xx yy xxyy 1000 290 6890625 1495729 3210375 750 292 26265625 1545049 6370375 1500 148 5640625 38809 467875 1250 246 15625 613089 97875 1250 203 15625 124609 44125 750 85 26265625 683929 4238375 1250 237 15625 480249 86625 1000 139 6890625 82369 753375 1500 64 5640625 1075369 2462875 1000 171 6890625 1089 86625 1750 163 23765625 2209 229125 1250    See Answer
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