I have an hourly data-set covering a ten year period and I am facing a problem with outliers, witch my series contains in a high number.
I know that this can be dealt with by using the Inter Quantile Range. Thus, I've calculated the IQR as well as the Lower and Upper Bound by using the following formulas:
- 1) UB=Q3+(1,5*IQR)
2) LB=Q1-(1,5*IQR)
Having in mind the results shown in the image below, what code should I use in Eviews in order to remove the outliers from my data?
I thank you all in advance for the help.
Yours sincerely,
Afonso Rodrigues