A Fast, Accurate Method for Value-at-Risk and Expected Shortfall

A fast method is developed for value-at-risk and expected shortfall prediction for univariate asset return time series exhibiting leptokurtosis, asymmetry and conditional heteroskedasticity. It is based on a GARCH-type process driven by noncentral t innovations. While the method involves the use of...

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Bibliographic Details
Main Authors: Jochen Krause, Marc S. Paolella
Format: Article
Language:English
Published: MDPI AG 2014-06-01
Series:Econometrics
Subjects:
Online Access:http://www.mdpi.com/2225-1146/2/2/98