The ISLR package includes the Auto dataset, which includes gas mileage, horsepower and other information for cars. You will need to use this dataset to model the variable mpg (miles per gallon) as a function of other predictors in the dataset.

USING Rstudio

a) Find the best possible multiple linear regression model and provide full documentation

b) For your final model, is there a relationship between the predictors and the response?

c) For your final model, which predictors appear to have a statistically significant relationship to the response?

d) Provide an interpretation of each regression coefficient in the final model.

e) Obtain and interpret 95% confidence intervals for the regression coefficients in the final model

f) Use the final model to provide an appropriate prediction example