Solved – Removing outliers from data – maximum number of outliers that you can remove

outliers

I have a couple of outliers in my data and I was wanting to exclude them to see if this changes the results. In you opinion, what is the maximum number of outliers one should restrict themselves to?

Thanks! enter image description here

Best Answer

There is no maximum or minimum. Outliers should be removed if they are bad data or if there are other substantive reasons for removing them. If there are no substantive reasons, then I suggest using methods that are robust to outliers. I would not remove outliers just because they are a bit far from other points.