Correlation and Ordinary Least Squares by Hand Consider the following random sample of five new automobiles (5), where the dependent variable, , is the average miles per gallon (mpg) and, along with a constant or intercept term, the explanatory variable, , is the weight of each car, measured in thousands of pounds, so a value of "3" is 3,000 pounds.