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Neglected Common Factors in Exchange Rate Volatility

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Author Info
Ronald Mahieu
Peter Schotman

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Abstract

The paper proposes a new multivariate model for exchange rate volatility in a system of bilateral exchange rates, using a factor structure of exchange rates one of the common factors is always related to the numeraire currency. Time variation in the volatility is modelled using a stochastic variance approach. The interpretation of the factors provides a new way of estimating risk premia in the foreign exchange market. Empirical results show considerable volatility spillovers among the four major currencies. Risk premia show a major sign reversal for the dollar risk premium around 1978.

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Publisher Info
Paper provided by European Science Foundation Network in Financial Markets, c/o C.E.P.R, 53--56 Great Sutton Street, London EC1V 0DG in its series CEPR Financial Markets Paper with number 0041.

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Date of creation: Jan 1994
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Availability: in print
Handle: RePEc:cpr:ceprfm:0041

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Related research
Keywords: Stochastic Volatility; Exchange Rates; Factor Models; Risk Efficiency; Competitive Market Making; Rational Expectations;

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  1. Kenneth W. Clements & Renee Fry, 2006. "Commodity Currencies And Currency Commodities," CAMA Working Papers 2006-19, Australian National University, Centre for Applied Macroeconomic Analysis. [Downloadable!]
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  2. Mardi Dungey & Renee Fry & Vance Martin & Brenda González-Hermosillo, 2003. "Unanticipated Shocks and Systemic Influences: The Impact of Contagion in Global Equity Markets in 1998," IMF Working Papers 03/84, International Monetary Fund. [Downloadable!]
  3. Bams, Dennis & Walkowiak, Kim & Wolff, Christian C, 2003. "More Evidence on the Dollar Risk Premium in the Foreign Exchange Market," CEPR Discussion Papers 3726, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  4. Shaun Bond & Mardi Dungey & Renée Fry, 2006. "A Web Of Shocks: Crises Across Asian Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 32(3), pages 253-274, May. [Downloadable!] (restricted)
  5. Mardi Dungey & Vance L Martin & Adrian R Pagan, 2000. "A multivariate latent factor decomposition of international bond yield spreads," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 697-715. [Downloadable!]
  6. Shakila Aruman, 2003. "The Effectiveness of Foreign Exchange Intervention in Australia: A Factor Model Approach with GARCH Specifications," School of Economics and Finance Discussion Papers and Working Papers Series 135, School of Economics and Finance, Queensland University of Technology. [Downloadable!]
  7. Tims, B. & Mahieu, R.J., 2003. "A Range-Based Multivariate Model for Exchange Rate Volatility," Research Paper ERS-2003-022-F&A Revision, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus Uni. [Downloadable!]
  8. Charles S. Bos & Neil Shephard, 2004. "Inference for Adaptive Time Series Models: Stochastic Volatility and Conditionally Gaussian State Space Form," Economics Papers 2004-W02, Economics Group, Nuffield College, University of Oxford. [Downloadable!]
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  9. Vance L. Martin & Brenda Gonzalez-Hermosillo, & Mardi Dungey & Renee A. Fry, 2004. "Empirical Modelling of Contagion: A Review of Methodologies," Econometric Society 2004 Australasian Meetings 243, Econometric Society. [Downloadable!]
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  10. Diana Zhumabekova & Mardi Dungey, 2001. "Factor analysis of a model of stock market returns using simulation-based estimation techniques," Pacific Basin Working Paper Series 01-08, Federal Reserve Bank of San Francisco. [Downloadable!]
  11. Ronald Mahieu & Peter Schotman, 1994. "Stochastic volatility and the distribution of exchange rate news," Discussion Paper / Institute for Empirical Macroeconomics 96, Federal Reserve Bank of Minneapolis. [Downloadable!]
  12. Michel Beine & Charles S. Bos & Sebastian Laurent, 2005. "The Impact of Central Bank FX Interventions on Currency Components," Tinbergen Institute Discussion Papers 05-103/4, Tinbergen Institute. [Downloadable!]
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  13. Mardi Dungey & Renee Fry & Vance Martin & Brenda González-Hermosillo, 2002. "International Contagion Effects from the Russian Crisis and the LTCM Near-Collapse," IMF Working Papers 02/74, International Monetary Fund. [Downloadable!]
  14. Mardi Dungey, 2008. "The Tsunami: Measures of Contagion in the 2007–2008 Credit Crunch," CESifo Forum, Ifo Institute for Economic Research at the University of Munich, vol. 9(4), pages 33-43, December. [Downloadable!]
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