Data Transformation Technique to Improve the Outlier Detection Power of Grubbs’ Test for Data Expected to Follow Linear Relation

Figure 2

If represents the curve of actual data and if it is possible to find a curve where is a reference curve that represents actual behaviour of the real data, reflects the existing outliers of . When there are no outliers, difference curve is always nearly a constant.