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2007

Large deviations bounds for estimating conditional value-at-risk

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Large deviations bounds for estimating conditional value-at-risk
In this paper, we prove an exponential rate of convergence result for a common estimator of conditional value-at-risk for bounded random variables. The bound on optimistic deviations is tighter while the bound on pessimistic deviations is more general and applies to a broader class of convex risk measures. © 2007 Elsevier B.V. All rights reserved.
David B. Brown
Added 27 Dec 2010
Updated 27 Dec 2010
Type Journal
Year 2007
Where ORL
Authors David B. Brown
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