Question
Manufacturer Displacement Fuel Drive Hwy MPG Audi 2.0 Premium F 30 Audi 2.0 Premium F 31 Audi 2.0 Premium F 31 Audi 2.0 Premium F
Manufacturer | Displacement | Fuel | Drive | Hwy MPG |
Audi | 2.0 | Premium | F | 30 |
Audi | 2.0 | Premium | F | 31 |
Audi | 2.0 | Premium | F | 31 |
Audi | 2.0 | Premium | F | 33 |
Audi | 2.0 | Premium | A | 29 |
Audi | 2.0 | Premium | A | 31 |
Audi | 2.0 | Premium | A | 27 |
BMW | 1.6 | Premium | F | 30 |
BMW | 1.6 | Premium | F | 35 |
BMW | 1.6 | Premium | F | 32 |
BMW | 1.6 | Premium | F | 32 |
BMW | 2.0 | Premium | R | 36 |
BMW | 2.0 | Premium | R | 34 |
BMW | 1.6 | Premium | A | 30 |
BMW | 1.6 | Premium | A | 31 |
Chrysler Group LLC | 2.4 | Regular | F | 29 |
Ford Motor Company | 2.0 | Regular | F | 38 |
Ford Motor Company | 2.0 | Regular | F | 37 |
Ford Motor Company | 2.0 | Regular | F | 36 |
Ford Motor Company | 2.0 | Regular | F | 38 |
Ford Motor Company | 2.0 | Regular | F | 36 |
Ford Motor Company | 2.0 | Regular | F | 40 |
Ford Motor Company | 2.0 | Regular | F | 40 |
General Motors | 2.4 | Regular | F | 32 |
General Motors | 1.4 | Regular | F | 37 |
General Motors | 1.4 | Regular | F | 40 |
General Motors | 1.8 | Regular | F | 35 |
General Motors | 1.8 | Regular | F | 35 |
Honda | 2.4 | Regular | F | 33 |
Honda | 2.4 | Regular | F | 32 |
Honda | 1.8 | Regular | F | 39 |
Honda | 1.8 | Regular | F | 36 |
Honda | 1.8 | Regular | F | 41 |
Honda | 1.5 | Regular | F | 44 |
Honda | 1.3 | Regular | F | 44 |
Honda | 1.3 | Regular | F | 44 |
Honda | 2.4 | Premium | F | 31 |
Honda | 2.4 | Premium | F | 29 |
Honda | 2.4 | Premium | F | 31 |
Hyundai | 1.6 | Regular | F | 40 |
Hyundai | 1.6 | Regular | F | 40 |
Hyundai | 1.6 | Regular | F | 38 |
Hyundai | 1.6 | Regular | F | 40 |
Kia | 2.0 | Regular | F | 34 |
Kia | 2.0 | Regular | F | 33 |
Kia | 2.4 | Regular | F | 31 |
Kia | 2.4 | Regular | F | 32 |
Kia | 1.6 | Regular | F | 40 |
Kia | 1.6 | Regular | F | 40 |
MAZDA | 1.5 | Regular | F | 34 |
MAZDA | 1.5 | Regular | F | 35 |
MAZDA | 2.0 | Regular | F | 33 |
MAZDA | 2.0 | Regular | F | 33 |
MAZDA | 2.5 | Regular | F | 29 |
MAZDA | 2.5 | Regular | F | 28 |
MAZDA | 2.0 | Regular | F | 40 |
MAZDA | 2.0 | Regular | F | 39 |
Mercedes-Benz | 1.8 | Premium | R | 31 |
Mitsubishi Motors Co | 2.0 | Regular | F | 34 |
Mitsubishi Motors Co | 2.0 | Regular | F | 34 |
Mitsubishi Motors Co | 2.4 | Regular | F | 30 |
Mitsubishi Motors Co | 2.4 | Regular | F | 31 |
Mitsubishi Motors Co | 2.4 | Regular | A | 29 |
Mitsubishi Motors Co | 2.0 | Premium | A | 25 |
Mitsubishi Motors Co | 2.0 | Premium | A | 22 |
Mitsubishi Motors Co | 2.0 | Premium | A | 23 |
Nissan | 1.6 | Regular | F | 38 |
Nissan | 1.6 | Regular | F | 36 |
Nissan | 1.8 | Regular | F | 32 |
Nissan | 1.8 | Regular | F | 34 |
Nissan | 1.8 | Regular | F | 31 |
Subaru | 2.0 | Regular | A | 36 |
Subaru | 2.0 | Regular | A | 34 |
Subaru | 2.5 | Premium | A | 25 |
Subaru | 2.5 | Premium | A | 23 |
Suzuki | 2.4 | Regular | F | 30 |
Suzuki | 2.4 | Regular | F | 29 |
Suzuki | 2.4 | Regular | F | 31 |
Suzuki | 2.4 | Regular | F | 31 |
Suzuki | 2.0 | Regular | F | 32 |
Suzuki | 2.0 | Regular | F | 33 |
Suzuki | 2.0 | Regular | F | 30 |
Suzuki | 2.0 | Regular | F | 32 |
Suzuki | 2.4 | Regular | A | 29 |
Suzuki | 2.4 | Regular | A | 30 |
Toyota | 1.8 | Regular | F | 40 |
Toyota | 2.4 | Regular | F | 34 |
Toyota | 2.5 | Regular | F | 31 |
Toyota | 2.5 | Regular | F | 31 |
Toyota | 1.8 | Regular | F | 34 |
Toyota | 1.8 | Regular | F | 34 |
Toyota | 1.5 | Regular | F | 46 |
Toyota | 1.5 | Regular | F | 35 |
Toyota | 1.5 | Regular | F | 38 |
Volkswagen | 2.0 | Regular | F | 29 |
Volkswagen | 2.0 | Regular | F | 34 |
Volkswagen | 2.0 | Premium | F | 31 |
Volkswagen | 2.0 | Premium | F | 32 |
Volkswagen | 2.0 | Premium | F | 33 |
Audi | 3.0 | Premium | A | 28 |
Audi | 3.0 | Premium | A | 27 |
BMW | 3.0 | Premium | R | 33 |
BMW | 3.0 | Premium | R | 30 |
BMW | 3.0 | Premium | R | 31 |
BMW | 3.0 | Premium | R | 33 |
Chrysler Group LLC | 3.6 | Regular | F | 29 |
General Motors | 3.6 | Regular | R | 30 |
General Motors | 3.6 | Regular | R | 29 |
General Motors | 3.6 | Regular | R | 28 |
Honda | 3.5 | Regular | F | 29 |
Honda | 3.5 | Regular | F | 26 |
Honda | 3.5 | Premium | F | 28 |
Mercedes-Benz | 3.5 | Premium | R | 29 |
Mercedes-Benz | 3.5 | Premium | R | 29 |
Mercedes-Benz | 3.5 | Premium | R | 29 |
Volkswagen | 3.6 | Premium | A | 25 |
BMW | 4.4 | Premium | R | 23 |
BMW | 4.4 | Premium | R | 22 |
BMW | 4.4 | Premium | R | 23 |
BMW | 4.4 | Premium | R | 22 |
BMW | 4.4 | Premium | A | 20 |
General Motors | 6.2 | Regular | R | 18 |
General Motors | 6.2 | Regular | R | 24 |
General Motors | 6.2 | Regular | R | 24 |
General Motors | 6.2 | Premium | R | 19 |
Mercedes-Benz | 6.2 | Premium | R | 19 |
Mercedes-Benz | 5.5 | Premium | R | 22 |
Mercedes-Benz | 4.7 | Premium | R | 25 |
Mercedes-Benz | 5.5 | Premium | R | 25 |
Honda | 2.4 | Regular | F | 34 |
Honda | 2.4 | Regular | F | 34 |
Hyundai | 2.0 | Regular | F | 34 |
Hyundai | 2.4 | Regular | F | 35 |
Hyundai | 2.4 | Regular | F | 35 |
BMW | 3.0 | Premium | R | 28 |
BMW | 3.0 | Premium | R | 25 |
BMW | 3.0 | Premium | R | 25 |
BMW | 3.0 | Premium | A | 27 |
Chrysler Group LLC | 3.6 | Regular | R | 27 |
Chrysler Group LLC | 3.6 | Regular | R | 31 |
Chrysler Group LLC | 3.6 | Regular | R | 27 |
Chrysler Group LLC | 3.6 | Regular | R | 31 |
Chrysler Group LLC | 3.6 | Regular | A | 27 |
Chrysler Group LLC | 3.6 | Regular | A | 27 |
Ford Motor Company | 3.5 | Regular | F | 28 |
Ford Motor Company | 3.5 | Regular | F | 27 |
Ford Motor Company | 3.5 | Regular | F | 25 |
Ford Motor Company | 3.5 | Regular | A | 26 |
Ford Motor Company | 3.5 | Regular | A | 25 |
Ford Motor Company | 3.5 | Regular | A | 25 |
Ford Motor Company | 3.7 | Regular | A | 23 |
General Motors | 3.6 | Regular | F | 30 |
General Motors | 3.6 | Regular | F | 30 |
Honda | 3.5 | Regular | F | 30 |
Hyundai | 3.3 | Regular | F | 29 |
Hyundai | 3.8 | Regular | R | 29 |
Mercedes-Benz | 3.5 | Premium | R | 25 |
Porsche | 3.6 | Premium | R | 27 |
Porsche | 3.0 | Premium | R | 30 |
Toyota | 3.5 | Regular | F | 28 |
Audi | 4.2 | Premium | A | 28 |
BMW | 4.4 | Premium | R | 22 |
BMW | 4.4 | Premium | R | 22 |
BMW | 4.4 | Premium | R | 22 |
BMW | 4.4 | Premium | R | 24 |
BMW | 4.4 | Premium | R | 22 |
BMW | 4.4 | Premium | R | 22 |
BMW | 4.4 | Premium | A | 19 |
BMW | 4.4 | Premium | A | 20 |
BMW | 4.4 | Premium | A | 20 |
BMW | 4.4 | Premium | A | 20 |
BMW | 4.4 | Premium | A | 20 |
Chrysler Group LLC | 6.4 | Premium | R | 23 |
Chrysler Group LLC | 6.4 | Premium | R | 23 |
Hyundai | 5.0 | Premium | R | 23 |
Hyundai | 4.6 | Premium | R | 26 |
Hyundai | 5.0 | Premium | R | 26 |
Hyundai | 5.0 | Premium | R | 25 |
Jaguar Cars | 5.0 | Premium | R | 23 |
Jaguar Cars | 5.0 | Premium | R | 21 |
Jaguar Cars | 5.0 | Premium | R | 21 |
Jaguar Cars | 5.0 | Premium | R | 22 |
Mercedes-Benz | 4.7 | Premium | R | 25 |
Mercedes-Benz | 5.5 | Premium | R | 23 |
Porsche | 4.8 | Premium | R | 24 |
Porsche | 4.8 | Premium | A | 24 |
Porsche | 4.8 | Premium | A | 23 |
Porsche | 4.8 | Premium | A | 23 |
Audi | 2.0 | Premium | F | 33 |
BMW | 2.0 | Premium | R | 34 |
BMW | 2.0 | Premium | A | 32 |
Chrysler Group LLC | 2.4 | Regular | F | 30 |
Chrysler Group LLC | 2.4 | Regular | F | 31 |
Chrysler Group LLC | 2.4 | Regular | F | 30 |
Chrysler Group LLC | 2.4 | Regular | F | 31 |
Ford Motor Company | 2.5 | Regular | F | 33 |
Ford Motor Company | 2.5 | Regular | F | 30 |
Ford Motor Company | 2.5 | Regular | F | 29 |
Ford Motor Company | 2.5 | Regular | F | 36 |
Ford Motor Company | 2.5 | Regular | F | 32 |
Ford Motor Company | 2.5 | Regular | F | 36 |
General Motors | 2.4 | Regular | F | 36 |
General Motors | 2.0 | Regular | F | 29 |
General Motors | 2.0 | Regular | F | 27 |
General Motors | 2.0 | Regular | F | 32 |
General Motors | 2.0 | Regular | F | 27 |
General Motors | 2.4 | Regular | F | 36 |
General Motors | 2.4 | Regular | F | 31 |
General Motors | 2.4 | Regular | F | 31 |
General Motors | 1.4 | Regular | F | 38 |
General Motors | 1.4 | Regular | F | 38 |
General Motors | 1.8 | Regular | F | 35 |
General Motors | 1.8 | Regular | F | 36 |
General Motors | 1.4 | Regular | F | 39 |
General Motors | 1.4 | Regular | F | 42 |
General Motors | 2.4 | Regular | F | 33 |
General Motors | 2.4 | Regular | F | 33 |
General Motors | 1.4 | Regular | F | 37 |
Hyundai | 1.8 | Regular | F | 40 |
Hyundai | 1.8 | Regular | F | 40 |
Hyundai | 2.4 | Regular | F | 40 |
Kia | 2.0 | Regular | F | 36 |
Kia | 2.0 | Regular | F | 34 |
Kia | 2.4 | Regular | F | 32 |
Kia | 2.4 | Regular | F | 32 |
Kia | 2.0 | Regular | F | 37 |
Kia | 2.0 | Regular | F | 34 |
Kia | 2.4 | Regular | F | 35 |
Kia | 2.4 | Regular | F | 35 |
Kia | 2.4 | Regular | F | 40 |
MAZDA | 2.0 | Regular | F | 39 |
MAZDA | 2.0 | Regular | F | 38 |
MAZDA | 2.5 | Regular | F | 31 |
MAZDA | 2.5 | Regular | F | 30 |
MAZDA | 2.3 | Premium | F | 25 |
Nissan | 2.5 | Regular | F | 32 |
Nissan | 2.0 | Regular | F | 34 |
Nissan | 2.0 | Regular | F | 31 |
Nissan | 2.5 | Regular | F | 30 |
Nissan | 2.5 | Premium | F | 28 |
Subaru | 2.5 | Regular | A | 31 |
Subaru | 2.5 | Regular | A | 27 |
Subaru | 2.5 | Premium | A | 25 |
Toyota | 2.5 | Regular | F | 35 |
Toyota | 2.5 | Regular | F | 39 |
Toyota | 2.5 | Regular | F | 38 |
Toyota | 1.8 | Regular | F | 48 |
Audi | 3.0 | Premium | A | 28 |
Audi | 3.0 | Premium | A | 28 |
BMW | 3.0 | Premium | R | 31 |
BMW | 3.0 | Premium | R | 30 |
BMW | 3.0 | Premium | A | 30 |
Chrysler Group LLC | 3.6 | Regular | F | 29 |
Chrysler Group LLC | 3.6 | Regular | F | 29 |
Chrysler Group LLC | 3.6 | Regular | R | 27 |
Ford Motor Company | 3.5 | Regular | F | 27 |
Ford Motor Company | 3.0 | Regular | F | 28 |
Ford Motor Company | 3.5 | Regular | F | 27 |
Ford Motor Company | 3.5 | Regular | A | 25 |
Ford Motor Company | 3.0 | Regular | A | 26 |
Ford Motor Company | 3.5 | Regular | A | 25 |
General Motors | 3.6 | Regular | F | 27 |
General Motors | 3.6 | Regular | F | 27 |
General Motors | 3.6 | Regular | F | 26 |
General Motors | 3.6 | Regular | R | 27 |
General Motors | 3.6 | Regular | R | 26 |
General Motors | 3.6 | Regular | A | 26 |
General Motors | 3.0 | Regular | A | 26 |
General Motors | 3.6 | Regular | A | 27 |
Honda | 3.5 | Premium | F | 29 |
Honda | 3.7 | Premium | A | 24 |
Honda | 3.7 | Premium | A | 26 |
Honda | 3.7 | Premium | A | 25 |
MAZDA | 3.7 | Regular | F | 27 |
Mercedes-Benz | 3.5 | Premium | R | 30 |
Nissan | 3.5 | Regular | F | 27 |
Nissan | 3.5 | Premium | F | 26 |
Nissan | 2.5 | Premium | R | 29 |
Nissan | 3.5 | Premium | R | 32 |
Nissan | 2.5 | Premium | A | 27 |
Nissan | 3.7 | Premium | R | 27 |
Nissan | 3.7 | Premium | R | 25 |
Nissan | 3.7 | Premium | R | 26 |
Nissan | 3.7 | Premium | A | 25 |
Nissan | 3.7 | Premium | A | 24 |
Subaru | 3.6 | Regular | A | 25 |
Toyota | 3.5 | Regular | F | 28 |
Toyota | 3.5 | Regular | F | 30 |
Volkswagen | 3.6 | Premium | F | 28 |
Audi | 4.2 | Premium | A | 28 |
BMW | 4.4 | Premium | R | 23 |
BMW | 4.4 | Premium | R | 22 |
BMW | 4.4 | Premium | R | 24 |
BMW | 4.4 | Premium | A | 20 |
Chrysler Group LLC | 6.4 | Premium | R | 23 |
Chrysler Group LLC | 5.7 | Premium | R | 23 |
Chrysler Group LLC | 6.4 | Premium | R | 23 |
General Motors | 6.2 | Premium | R | 18 |
General Motors | 6.2 | Premium | R | 19 |
Jaguar Cars | 5.0 | Premium | R | 21 |
Jaguar Cars | 5.0 | Premium | R | 23 |
Mercedes-Benz | 5.5 | Premium | R | 24 |
Nissan | 5.6 | Premium | R | 24 |
Nissan | 5.6 | Premium | A | 23 |
Toyota | 4.6 | Premium | R | 24 |
Toyota | 4.6 | Premium | R | 24 |
Toyota | 4.6 | Premium | A | 23 |
Toyota | 4.6 | Premium | A | 23 |
Toyota | 5.0 | Premium | A | 23 |
The file HW1 FuelEcon.xlsx contains 309 cases extracted from the U.S. Environmental Protection Agency's 2012 Fuel Economy Guide data for 2012 model years cars and trucks. The variables include: company that manufactures the cars engine displacement (in liters) fuel types (regular or premium gasoline) type of wheel drive (A = all, F = front, R = rear) fuel efficiency rating for highway driving in terms of miles per gallon (HWY MPG) Using risk value at 5%, you are to perform the following tasks: Perform descriptive statistics on the given variables. Comment on the results. Develop an estimated regression equation to predict the fuel efficiency for highway driving given the numerical independent variables. Considering the categorial variables given, develop an estimated regression equation to predict the fuel efficiency for highway driving given all independent variables. (Hint: you will need to use dummy variables). Based on the above results, give your comments, recommendations, and conclusions.
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