Outlier Detection Method in Linear Regression Based on Sum of Arithmetic Progression

Figure 7

Outlier detection method including the “Bad Detection Level” detection technique. The first and the last data points of the window must be nonoutliers. If the first or the last element was identified as an outlier, it will become a contradictory situation. Thus, this point can be considered as the terminating point of MMS and EMMS.