In this study we consider the risk estimation as a stochastic process based on the Sample Quantile Process (SQP …, if the past volatility is low, the historical computation of the risk measure underestimates the future risk, while in … periods of high volatility, the risk measure overestimates the risk.Moreover, using a simple GARCH (1,1) model, we conclude …