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Carry Trade Activities: A Multivariate Threshold Model Analysis

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  • Dr. Matthias Gubler

Abstract

In this empirical study, we analyze the relationship between carry trade positions and some key financial as well as macroeconomic variables using a multivariate threshold model. It is often stated that the Swiss franc serves as a funding currency. We therefore focus on carry trades based on the USD/CHF and EUR/CHF currency pairs over the period from 1995 to mid-2008. We conclude that carry trades are driven to a large extent by changes in investors' risk sentiment, movements in stock market prices and exchange rate fluctuations. The adjustments of carry trade positions to unexpected movements in these variables vary between periods of high and low interest-rate differentials (IRD). While a positive shock to the IRD is followed by a rise in carry trade positions during a period of low IRD, it will trigger a decline in these positions during a period of high IRD. These results suggest that the shock to the IRD itself is not enough to compensate investors for the increased foreign exchange risk. Moreover, a positive stock market price shock is associated with a rise in carry trade positions, since investors may use stock portfolios as collateral for liquidity. A sudden unwinding of carry trades leads to significant Swiss franc appreciation. Furthermore, carry trade activities 'Granger-cause' the nominal exchange rate in periods of low IRD. The Granger causality test results further indicate feedback trading.

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  • Dr. Matthias Gubler, 2014. "Carry Trade Activities: A Multivariate Threshold Model Analysis," Working Papers 2014-06, Swiss National Bank.
  • Handle: RePEc:snb:snbwpa:2014-06
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    1. Martin Eichenbaum & Charles L. Evans, 1995. "Some Empirical Evidence on the Effects of Shocks to Monetary Policy on Exchange Rates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 975-1009.
    2. Runkle, David E, 1987. "Vector Autoregressions and Reality," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(4), pages 437-442, October.
    3. Gabaix, Xavier & Verdelhan, Adrien & Rancière, Romain & Farhi, Emmanuel & Fraiberger, Samuel P., 2009. "Crash Risk in Currency Markets," CEPR Discussion Papers 7322, C.E.P.R. Discussion Papers.
    4. Tarek A Hassan & Rui C Mano, 2019. "Forward and Spot Exchange Rates in a Multi-Currency World," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 397-450.
    5. Rime, Dagfinn & Sarno, Lucio & Sojli, Elvira, 2010. "Exchange rate forecasting, order flow and macroeconomic information," Journal of International Economics, Elsevier, vol. 80(1), pages 72-88, January.
    6. Goncalves, Silvia & Kilian, Lutz, 2004. "Bootstrapping autoregressions with conditional heteroskedasticity of unknown form," Journal of Econometrics, Elsevier, vol. 123(1), pages 89-120, November.
    7. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    8. Engel, Charles, 1996. "The forward discount anomaly and the risk premium: A survey of recent evidence," Journal of Empirical Finance, Elsevier, vol. 3(2), pages 123-192, June.
    9. Grisse, Christian & Nitschka, Thomas, 2015. "On financial risk and the safe haven characteristics of Swiss franc exchange rates," Journal of Empirical Finance, Elsevier, vol. 32(C), pages 153-164.
    10. Hyun Song Shin & Masazumi Hattori, 2009. "The Broad Yen Carry Trade," World Scientific Book Chapters, in: Douglas D Evanoff & David S Hoelscher & George G Kaufman (ed.), Globalization And Systemic Risk, chapter 11, pages 169-189, World Scientific Publishing Co. Pte. Ltd..
    11. Angelo Ranaldo & Paul Söderlind, 2010. "Safe Haven Currencies," Review of Finance, European Finance Association, vol. 14(3), pages 385-407.
    12. repec:onb:oenbwp:y::i:143:b:1 is not listed on IDEAS
    13. Hanno Lustig & Nikolai Roussanov & Adrien Verdelhan, 2011. "Common Risk Factors in Currency Markets," The Review of Financial Studies, Society for Financial Studies, vol. 24(11), pages 3731-3777.
    14. Shin, Hyun Song & Plantin, Guillaume, 2011. "Carry Trades, Monetary Policy and Speculative Dynamics," CEPR Discussion Papers 8224, C.E.P.R. Discussion Papers.
    15. Darvas, Zsolt, 2009. "Leveraged carry trade portfolios," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 944-957, May.
    16. Hideki Nishigaki, 2007. "Relationship between the yen carry trade and the related financial variables," Economics Bulletin, AccessEcon, vol. 13(2), pages 1-7.
    17. Martin D.D. Evans & Richard K. Lyons, 2017. "Order Flow and Exchange Rate Dynamics," World Scientific Book Chapters, in: Studies in Foreign Exchange Economics, chapter 6, pages 247-290, World Scientific Publishing Co. Pte. Ltd..
    18. Christiansen, Charlotte & Ranaldo, Angelo & Söderlind, Paul, 2011. "The Time-Varying Systematic Risk of Carry Trade Strategies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(4), pages 1107-1125, August.
    19. Pesaran, M. Hashem & Shin, Yongcheol, 1996. "Cointegration and speed of convergence to equilibrium," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 117-143.
    20. Robert Engle, 2001. "GARCH 101: The Use of ARCH/GARCH Models in Applied Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 157-168, Fall.
    21. Craig Burnside & Martin Eichenbaum & Isaac Kleshchelski & Sergio Rebelo, 2006. "The Returns to Currency Speculation," 2006 Meeting Papers 864, Society for Economic Dynamics.
    22. Scholl, Almuth & Uhlig, Harald, 2008. "New evidence on the puzzles: Results from agnostic identification on monetary policy and exchange rates," Journal of International Economics, Elsevier, vol. 76(1), pages 1-13, September.
    23. Alan M. Taylor & Mark P. Taylor, 2004. "The Purchasing Power Parity Debate," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 135-158, Fall.
    24. Lawrence J. Christiano & Martin Eichenbaum & Robert Vigfusson, 2003. "What Happens After a Technology Shock?," NBER Working Papers 9819, National Bureau of Economic Research, Inc.
    25. Bernholz, Peter & Kugler, Peter, 2011. "Financial market integration in the early modern period in Spain: Results from a threshold error correction model," Economics Letters, Elsevier, vol. 110(2), pages 93-96, February.
    26. Lutz Kilian, 1998. "Confidence intervals for impulse responses under departures from normality," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 1-29.
    27. Gabriele Galati & Alexandra Heath & Patrick McGuire, 2007. "Evidence of carry trade activity," BIS Quarterly Review, Bank for International Settlements, September.
    28. Markus K. Brunnermeier & Stefan Nagel & Lasse H. Pedersen, 2009. "Carry Trades and Currency Crashes," NBER Chapters, in: NBER Macroeconomics Annual 2008, Volume 23, pages 313-347, National Bureau of Economic Research, Inc.
    29. repec:ebl:ecbull:v:13:y:2007:i:2:p:1-7 is not listed on IDEAS
    30. Thomas Klitgaard & Laura Weir, 2004. "Exchange rate changes and net positions of speculators in the futures market," Economic Policy Review, Federal Reserve Bank of New York, issue May, pages 17-28.
    31. Eugene Canjels & Gauri Prakash-Canjels & Alan M. Taylor, 2004. "Measuring Market Integration: Foreign Exchange Arbitrage and the Gold Standard, 1879-1913," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 868-882, November.
    32. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    33. Coakley, Jerry & Flood, Robert P. & Fuertes, Ana M. & Taylor, Mark P., 2005. "Purchasing power parity and the theory of general relativity: the first tests," Journal of International Money and Finance, Elsevier, vol. 24(2), pages 293-316, March.
    34. Christian Wagner, 2008. "Risk-Premia, Carry-Trade Dynamics, and Speculative Efficiency of Currency Markets," Working Papers 143, Oesterreichische Nationalbank (Austrian Central Bank).
    35. David E. Runkle, 1987. "Vector autoregressions and reality," Staff Report 107, Federal Reserve Bank of Minneapolis.
    36. Alan M. Taylor & Mark P. Taylor, 2004. "The Purchasing Power Parity Debate," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 135-158, Fall.
    37. Lukas Menkhoff & Lucio Sarno & Maik Schmeling & Andreas Schrimpf, 2012. "Carry Trades and Global Foreign Exchange Volatility," Journal of Finance, American Finance Association, vol. 67(2), pages 681-718, April.
    38. James H. Stock & Mark W. Watson, 2001. "Vector Autoregressions," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 101-115, Fall.
    39. Clarida, Richard & Davis, Josh & Pedersen, Niels, 2009. "Currency carry trade regimes: Beyond the Fama regression," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1375-1389, December.
    40. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    41. Fama, Eugene F., 1984. "Forward and spot exchange rates," Journal of Monetary Economics, Elsevier, vol. 14(3), pages 319-338, November.
    42. Taylor, Alan M. & Canjels, Eugene & Prakash-Canjels, Gauri, 2004. "Measuring Market Integration: Foreign Exchange Arbitrage and the Gold Standard 1874-1913," CEPR Discussion Papers 4492, C.E.P.R. Discussion Papers.
    43. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
    44. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    45. Daniel Kohler, 2007. "Carry Trades: Betting Against Safe Haven," University of St. Gallen Department of Economics working paper series 2007 2007-12, Department of Economics, University of St. Gallen.
    46. Cai, Jun & Cheung, Yan-Leung & Lee, Raymond S. K. & Melvin, Michael, 2001. "'Once-in-a-generation' yen volatility in 1998: fundamentals, intervention, and order flow," Journal of International Money and Finance, Elsevier, vol. 20(3), pages 327-347, June.
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    Cited by:

    1. Bruno Thiago Tomio, 2019. "Carry trade in developing and developed countries : a Granger-causality analysis with the Toda-Yamamo to approach," Post-Print halshs-03131073, HAL.
    2. Bruno Thiago Tomio & Guillaume Vallet, 2021. "Carry Trade and Negative Policy Rates in Switzerland : Low-lying fog or storm ?," Post-Print halshs-03669561, HAL.
    3. Bruno Thiago Tomio, 2020. "Carry trade in developing and developed countries: A Granger causality analysis with the Toda-Yamamoto appr," Economics Bulletin, AccessEcon, vol. 40(3), pages 2154-2164.
    4. Aydanur GACENER-ATIŞ & Deniz ERER, 2019. "Effects of Capital Flows on Carry Trade Activities: The Case of TurkeyAbstract: Carry trade is described as the capital flow coming into a country based on interest rate differential. A negative chang," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(42).
    5. Dr. Fabian Fink & Dr. Lukas Frei & Dr. Oliver Gloede, 2020. "Short-term determinants of bilateral exchange rates: A decomposition model for the Swiss franc," Working Papers 2020-21, Swiss National Bank.
    6. Fink, Fabian & Frei, Lukas & Gloede, Oliver, 2022. "Global risk sentiment and the Swiss franc: A time-varying daily factor decomposition model," Journal of International Money and Finance, Elsevier, vol. 122(C).

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    More about this item

    Keywords

    Carry Trades; Multivariate Threshold Model; Tsay Test; Generalized Impulse Response Functions; Bootstrap Method; Granger Causality;
    All these keywords.

    JEL classification:

    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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