2.2.3. Higher-order conditional time-varying momentsThe traditional parametric approach for conditional VaRassumes that the distribution of returns standardised by condi-tional means and conditional standard deviations is iid. However,there is substantial empirical evidence that the distribution offinancial returns standardised by conditional means and volatil-ity is not iid. Earlier studies also suggested that the process of