Question: what is the difference between regression line and line of best fit?
Answer: We use the least squares criterion to pick the regression line. The regression line is sometimes called the "line of best fit" because it is the line that fits best when drawn through the points. It is a line that minimizes the distance of the actual scores from the predicted scores.