We apply the Realized GARCH model in the foreign exchange market. With daily data, we find that the Realized GARCH model has better in-sample and out-of-sample performances than a standard GARCH or IGARCH model. On the other hand, GARCH gives better forecasts of conditional variances if weekly...

Linear correlation is only an adequate means of describing the dependence between two random variables when they are jointly elliptically distributed. When the joint distribution of two or more variables is not elliptical the linear correlation coefficient becomes just one of many possible ways...