The useful theoretical model Yi = Xi + Di, where Di represents the deviation from the line, can be used to compare various probability estimators. For a given value of X = x, suppose that the values of Y are scattered around the line, so that the expectation and the variance of the deviations are :

ED| X = x] =0 And VD |X = x]=02x2