Verardi, Vincenzo; Croux, Christophe - 2009
In regression analysis, the presence of outliers in the data set can strongly distort the classical least squares … estimator and lead to unreliable results. To deal with this, several robust-to-outliers methods have been proposed in the … statistical literature. In Stata, some of these methods are available through the commands rreg and qreg. Unfortunately, these …