Estimating GARCH volatility in the presence of outliers

► This research analyses the effects of outliers on estimated GARCH volatilities. ► Volatilities can be overestimated even when only one large outlier is present. ► Overestimation affects not only the instant when the outlier appears but all periods. ► Robust methods reduce the biases associated with estimated volatilities.