Abstract
We study moderate deviations of estimators of financial risk under an asymmetric Laplace law. The moderate deviation principles of two kinds of estimators of Value-at-Risk (VaR) and conditional Value-at-Risk (CVaR) are obtained by the approximation method and the delta method in large deviations. Some numerical comparisons of the estimators are also presented.
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