The estimation of inflation volatility is important to Central Banks as it guides their policy initiatives for … Heteroscedasticity (GARCH) family with a view to providing a parsimonious approximation to the dynamics of Nigeria's inflation volatility … impact of inflation shocks on headline volatility die out rather quickly. Secondly, substantial evidence of asymmetric effect …

measures of volatility in an exponential form, which guarantees the positivity of volatility without restrictions on parameters … and naturally allows the asymmetric effects. It provides a more flexible modelling of the volatility than the HEAVY models … of return volatility is driven by the realized measure, while the asymmetric effect is captured by the return shock (not …

The inhomogeneity of the cross-sectional distribution of realized assets’ volatility is explored and used to build a …-sectional distribution of realized volatility is captured by a finite Gaussian mixture model plus a uniform component that represents … abnormal variations in volatility. Based on the cross-sectional mixture model, at each time point, memberships of assets to …