5.4.B—Interpret the differences between the observed and predicted values

Interpret the differences between the observed and predicted values.

• If the residual is positive, the model underpredicts (underestimates) the value of the response variable. If the residual is negative, the model overpredicts (overestimates) the value of the response variable.