Question: . The dependent variable is MPG and the independent variable is the car weight. City MPG Weight 20 3450 23 3320 19 3390 20 3350
. The dependent variable is MPG and the independent variable is the car weight.
| City MPG | Weight |
| 20 | 3450 |
| 23 | 3320 |
| 19 | 3390 |
| 20 | 3350 |
| 18 | 4230 |
| 18 | 4050 |
| 19 | 3255 |
| 14 | 4935 |
| 15 | 4660 |
| 17 | 4660 |
| 18 | 4210 |
| 13 | 5300 |
| 13 | 5900 |
| 26 | 2760 |
| 15 | 4660 |
| 21 | 3390 |
| 18 | 4315 |
| 24 | 2880 |
| 16 | 4295 |
| 15 | 4965 |
| 18 | 3805 |
| 25 | 2295 |
| 17 | 3640 |
| 18 | 3390 |
| 13 | 5000 |
| 18 | 3925 |
| 19 | 3355 |
| 17 | 4195 |
| 20 | 3340 |
| 20 | 3285 |
| 20 | 3345 |
| 15 | 4270 |
| 16 | 4315 |
| 25 | 3095 |
| 28 | 2805 |
| 24 | 2855 |
| 21 | 3575 |
| 17 | 3590 |
| 23 | 2570 |
| 26 | 2985 |
| 19 | 4120 |
| 34 | 3045 |
| 20 | 3690 |
| Regression Analysis | ||||||
| r | 0.681 | n | 43 | |||
| r | -0.825 | k | 1 | |||
| Std. Error | 2.499 | Dep. Var. | City MPG | |||
| ANOVA table | ||||||
| Source | SS | df | MS | F | p-value | |
| Regression | 546.43787944 | 1 | 546.43787944 | 87.51 | 1.00E-11 | |
| Residual | 256.02723683 | 41 | 6.24456675 | |||
| Total | 802.46511628 | 42 | ||||
| Regression output | confidence interval | |||||
| variables | coefficients | std. error | t (df=41) | p-value | 95% lower | 95% upper |
| Intercept | 36.6337 | 1.8793 | 19.493 | 2.39E-22 | 32.8383 | 40.4291 |
| Weight | -0.0046 | 0.00048708 | -9.354 | 1.00E-11 | -0.0055 | -0.0036 |
a.What is the point estimate for1? Interpret this value.
b.What is the sample regression equation?
c.Predict the MPG for a 4000 lb. vehicle.
d. What is the coefficient of determination?
Step by Step Solution
There are 3 Steps involved in it
Get step-by-step solutions from verified subject matter experts
