Question: what does the slope of a least-squares regression line represent?
Answer: The least squares regression line is of the same form as any line...has slope and intercept. To indicate that this is a calculated line we will change from "y=" to "y hat =". ... In real life the slope is the rate of change, that amount of change in y when x increases by 1. The intercept is the value of y when x = 0.