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Risk Modelling and Management: An Overview

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Author Info

  • Chia-Lin Chang

    (Department of Applied Economics Department of Finance National Chung Hsing University Taiwan)

  • David E. Allen

    (School of Accounting, Finance and Economics Edith Cowan University Australia)

  • Michael McAleer

    (Econometric Institute Erasmus School of Economics Erasmus University Rotterdam and Tinbergen Institute The Netherlands and Department of Quantitative Economics Complutense University of Madrid Spain and Institute of Economic Research Kyoto University Japan)

  • Teodosio Perez Amaral

    (Department of Quantitative Economics Complutense University of Madrid Spain)

Abstract

The papers in this special issue of Mathematics and Computers in Simulation are substantially revised versions of the papers that were presented at the 2011 Madrid International Conference on “Risk Modelling and Management” (RMM2011). The papers cover the following topics: currency hedging strategies using dynamic multivariate GARCH, risk management of risk under the Basel Accord: A Bayesian approach to forecasting value-at-risk of VIX futures, fast clustering of GARCH processes via Gaussian mixture models, GFC-robust risk management under the Basel Accord using extreme value methodologies, volatility spillovers from the Chinese stock market to economic neighbours, a detailed comparison of Value-at-Risk estimates, the dynamics of BRICS's country risk ratings and domestic stock markets, U.S. stock market and oil price, forecasting value-at-risk with a duration-based POT method, and extreme market risk and extreme value theory.

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Bibliographic Info

Paper provided by Kyoto University, Institute of Economic Research in its series KIER Working Papers with number 872.

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Length: 10pages
Date of creation: Jul 2013
Date of revision:
Handle: RePEc:kyo:wpaper:872

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Keywords: Currency hedging strategies; Basel Accord; risk management; forecasting; VIX futures; fast clustering; mixture models; extreme value methodologies; volatility spillovers; Value-at-Risk; country risk ratings; BRICS; extreme market risk.;

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  1. Allen, David E. & Amram, Ron & McAleer, Michael, 2013. "Volatility spillovers from the Chinese stock market to economic neighbours," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 94(C), pages 238-257.
  2. Casarin, R. & Chang, C-L. & Jimenez-Martin, J-A. & McAleer, M.J. & Perez-Amaral, T., 2011. "Risk Management of Risk Under the Basel Accord: A Bayesian Approach to Forecasting Value-at-Risk of VIX Futures," Econometric Institute Research Papers EI2011-29, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
  3. Roengchai Tansuchat & Chia-Lin Chang & Michael McAleer, 2010. "Crude Oil Hedging Strategies Using Dynamic Multivariate GARCH," Working Papers in Economics 10/03, University of Canterbury, Department of Economics and Finance.
  4. Paulo Araújo Santos & Juan-Ángel Jiménez-Martín & Michael McAleer & Teodosio Pérez Amaral, 2011. "GFC-Robust Risk Management Under the Basel Accord Using Extreme Value Methodologies," Documentos del Instituto Complutense de Análisis Económico 2011-27, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales.
  5. Chia-Lin Chang & Lydia González-Serrano & Juan-Ángel Jiménez-Martín, 2012. "Currency Hedging Strategies Using Dynamic Multivariate GARCH," Documentos del Instituto Complutense de Análisis Económico 2012-07, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, revised Feb 2012.
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