You work for Motor Trend, a magazine about the automobile industry. Looking at a data set of a collection of cars, they are interested in exploring the relationship between a set of variables and miles per gallon (MPG) (outcome). They are particularly interested in the following two questions:
“Is an automatic or manual transmission better for MPG” "Quantify the MPG difference between automatic and manual transmissions"
Take the mtcars data set and write up an analysis to answer their question using regression models and exploratory data analyses.