The paper considers nonparametric estimation of Value at Risk (VaR) and associated standard error estimation for … estimation of the spectral density of a derived series. The performance of the VaR estimators and the proposed standard error … estimation procedure are evaluated by theoretical investigation, simulation of commonly used models for financial returns and …