Comparing Fuel Efficiency via Linear Regression

Using linear regression models to quantify the difference in fuel efficiency among automatic and manual transmission cars

regression
mtcars
Published

November 23, 2017

The final project for the Linear Regression course of the Data Science Specialization on Coursera from Johns Hopkins University is to assess whether cars with a manual transmission have better fuel efficiency than those with an automatic transmission using only linear regression techniques. The report below attempts to quantify this difference using a variety of linear models.

https://rpubs.com/seanangio/mtcars

Model plot

You can also find its Github repo.