The data in Auto2008 represent different characteristics of 171 late-model automobiles. The variables included are make/model, length (in.), width (in.), height (in.), wheelbase (in.), weight (lbs.), maximum cargo load (lb.), cargo volume (cu. ft.), front shoulder room (in.), front leg room (in.), front head room (in.), horsepower, miles per gallon, acceleration (sec.) from 0 to 60 miles per hour, braking distance in feet from 60 miles per hour (dry), braking distance in feet from 60 miles per hour (wet), turning circle (ft.), country of origin (Asia, Europe, United States), vehicle type (4 door SUV, sedan, 4 door hatchback, coupe, minivan, wagon) transmission type (auto 4, auto 5, auto 6, auto 7, CVT, manual 5, manual 6).
You want to describe each of these variables in this sample of automobiles. In addition, you would like to predict the miles per gallon and dry braking distance and determine which variables are important in predicting these variables. Analyze the data.