recently. - Horizontal dependence of volatility: Volatility is not constant, it is mean-reverting and it tends to cluster … (meaning that high volatility is likely to be followed by high volatility periods, and vice-versa). Moreover, volatility … theory - stated differently, the returns distribution has fat tails. Moreover, shocks have a strong impact on volatility and …