Predicted values and residuals for BMI. We can use the least-squares regression equation to find the predicted BMI corresponding to any value of PA. Suppose that a female college student averages 8000 steps per day. We predict that this person will have a BMI of
29.578 − 0.655(8) = 24.338
If her actual BMI is 25.655, then the residual would be