An invitation to multilinear regression

Data analysts routinely plot some target variable (e.g., used car prices) against some fixed attribute (mileage, age, condition, etc) to get some insight into their data. However, applying single-variable methods to multi-variable data is fraught with danger, as I argue in this little introduction to multilinear regression for the newbie.