This project assumes that you work for Motor Trend, a magazine about the automobile industry. Looking at a data set (mtcars from datasets library) 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”

The purpose of this project report is to address above two questions use the knowledge from course 7 regression models.

Can you draw any conclusion from following plot for the first question?

Statistical analysis (t-test) for the second question and more can be found on RPubs