volatility risk component of a fi rm within Merton [17] structural model. Di fferently from [20] we consider a more general … of nonparametric estimation techniques in order to estimate equity volatility. We conduct a simulation analysis to … compare the performance of diff erent non-parametric volatility estimators in their capability of i) filtering out the market …