In this paper we capture the effects on the oil price due to the recent terrorist attacks in Saudi
Arabia, on September 14, with the use of the event study methodology. Both the market model
and the constant mean return model have been employed in order to measure the normal
performance, while the parameter computation has been implemented not only with the OLS
estimator but also with the Quantile regression and a GARCH model.