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Multivariate GARCH models

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Author Info
Silvennoinen, Annastiina () (School of Finance and Economics, University of Technology, Sydney)
Teräsvirta, Timo () (CREATES, University of Aarhus and Department of Economic Statistics, Stockholm School of Economics)

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Abstract

This article contains a review of multivariate GARCH models. Most common GARCH models are presented and their properties considered. This also includes semiparametric and nonparametric GARCH models. Existing specification and misspecification tests are discussed. Finally, there is an empirical example in which several multivariate GARCH models are fitted to the same data set and the results compared with each other.

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Publisher Info
Paper provided by Stockholm School of Economics in its series Working Paper Series in Economics and Finance with number 669.

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Length: 27 pages
Date of creation: 15 Jun 2007
Date of revision: 18 Jan 2008
Publication status: Forthcoming in Handbook of Financial Time Series, Andersen, Torben G., Davis, Richard A., Kreiss, Jens-Peter, Mikosch, Thomas (eds.), Springer.
Handle: RePEc:hhs:hastef:0669

Note: This article has been written for Handbook of Financial Time Series, edited by T.G. Andersen, R.A. Davis, J.-P. Kreiss and T. Mikosch
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Related research
Keywords: autoregressive conditional heteroskedasticity modelling volatility nonlinear GARCH nonparametric GARCH semiparametric GARCH

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Find related papers by JEL classification:
C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models
C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation and Testing

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    Other versions:
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    Other versions:
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    Other versions:
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    Other versions:
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Teräsvirta, Timo, 2006. "An introduction to univariate GARCH models," Working Paper Series in Economics and Finance 646, Stockholm School of Economics. [Downloadable!]
  2. Roberto A. De Santis & Lucio Sarno, 2008. "Assessing the benefits of international portfolio diversification in bonds and stocks," Working Paper Series 883, European Central Bank. [Downloadable!]
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