In: Statistics and Probability
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 | 1,460 | 229 | ||
2 | 790 | 55 | ||
3 | 1,430 | 176 | ||
4 | 1,260 | 124 | ||
5 | 1,280 | 161 | ||
6 | 1,290 | 230 | ||
7 | 1,010 | 103 | ||
8 | 1,900 | 281 | ||
9 | 1,100 | 136 | ||
10 | 1,530 | 240 | ||
11 | 1,150 | 87 | ||
12 | 420 | 76 | ||
13 | 400 | 56 | ||
14 | 1,440 | 181 | ||
15 | 1,940 | 255 | ||
16 | 1,420 | 223 | ||
17 | 680 | 75 | ||
18 | 1,580 | 198 | ||
19 | 1,320 | 126 | ||
20 | 550 | 21 | ||
1) Compute the correlation between the wattage and heating area. Is there a direct or an indirect relationship? (Negative value should be indicated by a minus sign. Round your answer to 3 decimal places.)
The correlation of Wattage and Area is ____. The link is Direct or Inverse?
2) Conduct a test of hypothesis to determine if it is reasonable that the coefficient is greater than zero. Use the 0.01 significance level. (Negative value should be indicated by a minus sign. Round intermediate calculations and final answer to 3 decimal places.)
H0: ρ ≤ 0; H1: ρ > 0 Reject H0 if t > 2.5524 3
t=___
Reject or Do Not Reject? H0. It is quite reasonable to say the population correlation is Postive or Negative?
3) 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.)
Regression Equation is Area or Wattage?=_____+_____ Area or Wattage?