Dealing with Regression Analysis Outliers: What Approach to Take?

In the current project, different approaches to dealing with outliers in regression analysis were investigated. The analyses based on the ‘detection approach’ and on the ‘robust regression’ approach were conducted, with real and simulated data. The results of the analyses were compared, the differences examined, and the recommendations outlined.