Detecting outliers and influential observations with heteroscedasticity-corrected models

Abstract

Heteroscedasticity-correction masks signals from standardized residuals, so analysts should examine the residuals to identify outliers and should use likelihood dispersion to identify influential observations. These points are demonstrated with a model that examines the effect of exchange rate volatility on intra-industry trade.