Data: Blood Pressure Change-
Drug A vs Drug B

Goal: Try to fit the "best" straight line through the points

"Best Line": Minimize the sum of the differences between the line and the data

And here's your best line:
f(x) = -0.786 + 0.685 x

Error
x - 1 : 15.66
f(x) : 9.38