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

Table 5

Different environments used to validate the new method.

Type of the original dataset	Number of elements	Type of outliers	Reference (first) element is an outlier?	Initial missing values?
Increment, constant, and decrement.	10 to 1000	Non-Gaussian, Gaussian	Yes, no	Yes, no