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The table provided is data of highway gasoline mileage performance and engine displacement for DaimlerChrysler vehicles for model year 2005. Use Minitab to fit a
The table provided is data of highway gasoline mileage performance and engine displacement for DaimlerChrysler vehicles for model year 2005. Use Minitab to fit a linear regression model using the method of least squares. Include screen shots of Minitab output. Answer the following questions/.
Carline | Engine Replacement | MPG |
300C/SRT-8 | 215 | 30.8 |
CARAVAN 2WD | 201 | 32.5 |
CROSSFIRE ROADSTER | 196 | 35.4 |
DAKOTA PICKUP 2WD | 226 | 28.1 |
DAKOTA PICKUP 4WD | 226 | 24.4 |
DURANGO 2WD | 348 | 24.1 |
GRAND CHEROKEE 2WD | 226 | 28.5 |
GRAND CHEROKEE 4WD | 348 | 24.2 |
LIBERTY/CHEROKEE 2WD | 148 | 32.8 |
LIBERTY/CHEROKEE 4WD | 226 | 28 |
NEON/SRT-4/SX 2.0 | 122 | 41.3 |
PACIFICA 2WD | 215 | 30 |
PACIFICA AWD | 215 | 28.2 |
PT CRUISER | 148 | 34.1 |
RAM 1500 PICKUP 2WD | 500 | 18.7 |
RAM 1500 PICKUP 4WD | 348 | 20.3 |
SEBRING 4-DR | 165 | 35.1 |
STRATUS 4-DR | 148 | 37.9 |
TOWN & COUNTRY 2WD | 148 | 33.8 |
VIPER CONVERTIBLE | 500 | 25.9 |
WRANGLER/TJ 4WD | 148 | 26.4 |
- According to your Minitab output, isengine displacement a statistically significant predictor ofhighway miles per gallon using a = 0.05? How do you know?
- Use the regression plots to comment on the validity of linear regression as an analysis approach for this data.
- What is the R2adj value for this model? What does it tell you about your confidence in the usefulness of this model to highway miles per gallon based on engine displacement?
- Find an estimate of the mean highway gasoline mileage performance for a car with 150 cubic inches engine displacement.
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