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Moments of the ARMA--EGARCH model

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  • M. Karanasos
  • J. Kim

Abstract

This paper considers the moment structure of the general ARMA--EGARCH model. In particular, we derive the autocorrelation function of any positive integer power of the squared errors. In addition, we obtain the autocorrelations of the squares of the observed process and cross correlations between the levels and the squares of the observed process. Finally, the practical implications of the results are illustrated empirically using daily data on four East Asia Stock Indices. Copyright Royal Economic Society, 2003

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Bibliographic Info

Article provided by Royal Economic Society in its journal The Econometrics Journal.

Volume (Year): 6 (2003)
Issue (Month): 1 (06)
Pages: 146-166

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Handle: RePEc:ect:emjrnl:v:6:y:2003:i:1:p:146-166

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Cited by:
  1. Malmsten, Hans & Teräsvirta, Timo, 2004. "Stylized Facts of Financial Time Series and Three Popular Models of Volatility," Working Paper Series in Economics and Finance 563, Stockholm School of Economics, revised 03 Sep 2004.
  2. Liudas Giraitis & Remigijus Leipus & Peter M Robinson & Donatas Surgailis, 2003. "LARCH, Leverage and Long Memory," STICERD - Econometrics Paper Series /2003/460, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
  3. Jérôme Vandenbussche & Stanley Watt & Szabolcs Blazsek, 2009. "The Liquidity and Liquidity Distribution Effects in Emerging Markets," IMF Working Papers 09/228, International Monetary Fund.

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