Question
1. Create dummy variables to indicate the type of vehicle: SUV = 1 for a sports utility vehicle, 0 otherwise; and FULLSIZE = 1 if
1. Create dummy variables to indicate the type of vehicle: SUV = 1 for a sports utility vehicle, 0 otherwise; and FULLSIZE = 1 if the product was a full-sized pickup, 0 otherwise.
What is the reference category that does not an associated dummy variable?
Group of answer choices
-Sport Utility
-Type of Vehicle
-Small Pickup
-Full-Size Pickup
2. Run a regression with resale as the dependent variable and suggested resale price as the independent variable. Call this Model A. What is the adjusted R-squared of this model?(two decimals)
3. Run a regression with resale as the dependent variable ; suggested resale price and dummy variables for SUV and FULL-SIZE PICKUP as the independent variable. Call this Model B. What is adjusted R-squared of this model?
4. What is the coefficient on SUV ?
Vehicle | Type of Vehicle | Suggested Retail Price ($) | Resale Value (%) | |
Chevrolet Blazer LS | Sport Utility | 19495 | 55 | |
Ford Explorer Sport | Sport Utility | 20495 | 57 | |
GMC Yukon XL 1500 | Sport Utility | 26789 | 67 | |
Honda CR-V | Sport Utility | 18965 | 65 | |
Isuzu VehiCross | Sport Utility | 30186 | 62 | |
Jeep Cherokee Limited | Sport Utility | 25745 | 57 | |
Mercury Mountaineer | Sport Utility | 29895 | 59 | |
Nissan Pathfinder XE | Sport Utility | 26919 | 54 | |
Toyota 4Runner | Sport Utility | 22418 | 55 | |
Toyota RAV4 | Sport Utility | 17148 | 55 | |
Cvevrolet S-10 Extended Cab | Small Pickup | 18847 | 46 | |
Dodge Dakota Club Cab Sport | Small Pickup | 16870 | 53 | |
Ford Ranger XLT Regular Cab | Small Pickup | 18510 | 48 | |
Ford Ranger XLT Supercab | Small Pickup | 20225 | 55 | |
GMC Sonoma Regular Cab | Small Pickup | 16938 | 44 | |
Isuzu Hombre Spacecab | Small Pickup | 18820 | 41 | |
Mazda B4000 SE Cab Plus | Small Pickup | 23050 | 51 | |
Nissan Frontier XE Regular Cab | Small Pickup | 12110 | 51 | |
Toyota Tacoma Xtracab | Small Pickup | 18228 | 49 | |
Toyota Tacoma XtracabV6 | Small Pickup | 19318 | 50 | |
Chevrolet K2500 | Full-Size Pickup | 24417 | 60 | |
Chevrolet Silverado 2500 Ext | Full-Size Pickup | 24140 | 64 | |
Dodge Ram 1500 | Full-Size Pickup | 17460 | 54 | |
Dodge Ram Quad Cab 2500 | Full-Size Pickup | 32770 | 63 | |
Dodge Ram Regular Cab 2500 | Full-Size Pickup | 23140 | 59 | |
Ford F150 XL | Full-Size Pickup | 22875 | 58 | |
Ford F-350 Super Duty Crew Cab XL | Full-Size Pickup | 34295 | 64 | |
GMC New Sierra 1500 Ext Cab | Full-Size Pickup | 27089 | 68 | |
Toyota Tundara Access Cab Limited | Full-Size Pickup | 25605 | 53 | |
Toyota Tundra Regular Cab | Full-Size Pickup | 15835 | 58 |
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