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Dynamic Asymmetric GARCH

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Author Info
Massimiliano Caporin
Michael McAleer

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Abstract

This article develops the dynamic asymmetric GARCH (or DAGARCH) model that generalizes asymmetric GARCH models such as that of Glosten, Jagannathan, and Runkle (GJR), introduces multiple thresholds, and makes the asymmetric effect time dependent. We provide the stationarity conditions for the DAGARCH model and show how GJR can be obtained as a special case. Furthermore, we derive the news impact curve implied by the DAGARCH model and demonstrate its flexibility. An application to daily stock market indices is presented to demonstrate the practical usefulness of the new model. Copyright 2006, Oxford University Press.

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File URL: http://hdl.handle.net/10.1093/jjfinec/nbj011
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Publisher Info
Article provided by Oxford University Press in its journal Journal of Financial Econometrics.

Volume (Year): 4 (2006)
Issue (Month): 3 ()
Pages: 385-412
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Handle: RePEc:oup:jfinec:v:4:y:2006:i:3:p:385-412

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  1. Tim Bollerslev, 2008. "Glossary to ARCH (GARCH)," CREATES Research Papers 2008-49, School of Economics and Management, University of Aarhus. [Downloadable!]
  2. Monica Billio & Massimiliano Caporin, 2006. "A generalized Dynamic Conditional Correlation Model for Portfolio Risk Evaluation," Working Papers 2006_53, University of Venice "Ca' Foscari", Department of Economics. [Downloadable!]
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