Question: Question 1): A study is interested in assessing whether there is a linear relationship between the distance traveled with a gallon of fuel and the

 Question 1): A study is interested in assessing whether there is

Question 1): A study is interested in assessing whether there is a linear relationship between the distance traveled with a gallon of fuel and the weight of cars. The preloaded data set mtcars includes fuel consumption and 10 aspects of automotive design and performance for 32 automobiles: mpg: Miles/(US) gallon (with a gallon =3.79 liters) cyl: Number of cylinders disp: Displacement (cu.in.) hp: Gross horsepower drat: Rear axle ratio wt: Weight (1000 lbs, with 1000lbs=453.59kg ) qsec: 1/4 mile time (with 1/4 mile =402.34 meters) vs: Engine (0=V-shaped, 1= straight ) am: Transmission ( 0= automatic, 1= manual ) gear: Number of forward gears carb: Number of carburetors Import data to your workspace in R, then: 1. Study the relation between the weight and car's consumption. Interpret the result in details. 2. Verify whether the car's fuel consumption is affected by: its weight (wt), horsepower (hp) and displacement (disp). Interpret the result in details. 3. In the resulted output from Part 2, interpret the regression model coefficients by stating the suitable hypothesis and specifying Which coefficients are significant? why? 4. Interpret the values of R2 and Radj2 in Parts 1&2 above. 5. How can you comment on R2 and Radj2 when comparing them in Parts 1 \& 2

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!