Question
Today's marketplace offers a wide choice to buyers of sport utility vehicles (SUVs) and pickup trucks. An important factor to many buyers is the resale
- Today's marketplace offers a wide choice to buyers of sport utility vehicles (SUVs) and pickup trucks. An important factor to many buyers is the resale value of the vehicle. The following table shows the resale value (%) after two years and the suggested retail price for 10 SUVs, 10 small pickup trucks, and 10 large pickup trucks (Kiplinger's New Cars and Trucks 2000 Buyer's Guide).
- Develop an estimated regression equation that can be used to predict the resale value given the suggested retail price. At the .05 level of significance, test for a significant relationship.
Vehicle | Type of Vehicle | Suggested Retail Price ($) | Resale Value (%) |
Chevrolet Blazer LS | Sport Utility | 19,495 | 55 |
Ford Explorer Sport | Sport Utility | 20,495 | 57 |
GMC Yukon XL 1500 | Sport Utility | 26,789 | 67 |
Honda CR-V | Sport Utility | 18,965 | 65 |
Isuzu VehiCross | Sport Utility | 30,186 | 62 |
Jeep Cherokee Limited | Sport Utility | 25,745 | 57 |
Mercury Mountaineer Monterrey | Sport Utility | 29,895 | 59 |
Nissan Pathfinder XE | Sport Utility | 26,919 | 54 |
Toyota 4Runner | Sport Utility | 22,418 | 55 |
Toyota RAV4 | Sport Utility | 17,148 | 55 |
Cvevrolet S-10 Extended Cab | Small Pickup | 18,847 | 46 |
Dodge Dakota Club Cab Sport | Small Pickup | 16,870 | 53 |
Ford Ranger XLT Regular Cab | Small Pickup | 18,510 | 48 |
Ford Ranger XLT Supercab | Small Pickup | 20,225 | 55 |
GMC Sonoma Regular Cab | Small Pickup | 16,938 | 44 |
Isuzu Hombre Spacecab | Small Pickup | 18,820 | 41 |
Mazda B4000 SE Cab Plus | Small Pickup | 23,050 | 51 |
Nissan Frontier XE Regular Cab | Small Pickup | 12,110 | 51 |
Toyota Tacoma Xtracab | Small Pickup | 18,228 | 49 |
Toyota Tacoma XtracabV6 | Small Pickup | 19,318 | 50 |
Chevrolet K2500 | Full-Size Pickup | 24,417 | 60 |
Chevrolet Silverado 2500 Ext | Full-Size Pickup | 24,140 | 64 |
Dodge Ram 1500 | Full-Size Pickup | 17,460 | 54 |
Dodge Ram Quad Cab 2500 | Full-Size Pickup | 32,770 | 63 |
Dodge Ram Regular Cab 2500 | Full-Size Pickup | 23,140 | 59 |
Ford F150 XL | Full-Size Pickup | 22,875 | 58 |
Ford F-350 Super Duty Crew Cab XL | Full-Size Pickup | 34,295 | 64 |
GMC New Sierra 1500 Ext Cab | Full-Size Pickup | 27,089 | 68 |
Toyota Tundara Access Cab Limited | Full-Size Pickup | 25,605 | 53 |
Toyota Tundra Regular Cab | Full-Size Pickup | 15,835 | 58 |
- Did the estimated regression equation developed in part (a) provide a good fit to the data? Explain.
- Develop an estimated regression equation that can be used to predict the resale value given the suggested retail price and the type of vehicle.
- Use the F test to determine the significance of the regression results.At a .05 level of significance, what is your conclusion?
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