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'Noise-trader risk' and Bayesian market making in FX derivatives: rolling loaded dice?

Author

Listed:
  • Carlos A. Ulibarri

    (Department of Management, New Mexico Institute of Mining and Technology, USA)

  • Peter C. Anselmo

    (Department of Management, New Mexico Institute of Mining and Technology, USA)

  • Karen Hovespian

    (Department of Management, New Mexico Institute of Mining and Technology, USA)

  • Jacob Tolk

    (Department of Management, New Mexico Institute of Mining and Technology, USA)

  • Ionut Florescu

    (Department of Mathematical Sciences, Stevens Institute of Technology, USA)

Abstract

This paper develops and simulates a model of a Bayesian market maker who transacts with noise and position traders in derivative markets. The impact of noise trading is examined relative to price determination in FX futures, noise transmission from futures to options, and risk-management behaviour linking the two markets. The model simulations show noise trading in futures results in wider bid-ask spreads, increased price volatility, and greater variation in hedging costs. Above all, the Bayesian market maker manages price-risk by trend chasing not for speculative purposes, but to avoid being caught on the wrong side of the market. The pecuniary effects from this risk-management strategy suggest that noise trading tends to constrain the market maker's capacity to arbitrage; particularly when the underlying price is mean averting as opposed to a Martingale and trading sessions exhibit significant price volatility. Copyright © 2008 John Wiley & Sons, Ltd.

Suggested Citation

  • Carlos A. Ulibarri & Peter C. Anselmo & Karen Hovespian & Jacob Tolk & Ionut Florescu, 2009. "'Noise-trader risk' and Bayesian market making in FX derivatives: rolling loaded dice?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 14(3), pages 268-279.
    • Handle: RePEc:ijf:ijfiec:v:14:y:2009:i:3:p:268-279
    DOI: 10.1002/ijfe.373
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    1. Shleifer, Andrei & Summers, Lawrence H, 1990. "The Noise Trader Approach to Finance," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 19-33, Spring.
    2. Bhattacharya, Mihir, 1983. "Transactions data tests of efficiency of the Chicago board options exchange," Journal of Financial Economics, Elsevier, vol. 12(2), pages 161-185, August.
    3. Lyons, R.K., 1991. "Private Beliefs and Information Externalities in the Foreign Exchange Market," Papers 91-17, Columbia - Graduate School of Business.
    4. Lyons, Richard K., 1998. "Profits and position control: a week of FX dealing1," Journal of International Money and Finance, Elsevier, vol. 17(1), pages 97-115, February.
    5. Flood, Mark D., 1994. "Market structure and inefficiency in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 13(2), pages 131-158, April.
    6. Madhavan, Ananth & Smidt, Seymour, 1991. "A Bayesian model of intraday specialist pricing," Journal of Financial Economics, Elsevier, vol. 30(1), pages 99-134, November.
    7. De Long, J Bradford & Shleifer, Andrei & Summers, Lawrence H & Waldmann, Robert J, 1991. "The Survival of Noise Traders in Financial Markets," The Journal of Business, University of Chicago Press, vol. 64(1), pages 1-19, January.
    8. Richard K. Lyons, 1996. "Foreign Exchange Volume: Sound and Fury Signifying Nothing?," NBER Chapters, in: The Microstructure of Foreign Exchange Markets, pages 183-208, National Bureau of Economic Research, Inc.
    9. Silber, William L, 1984. "Marketmaker Behavior in an Auction Market: An Analysis of Scalpers in Futures Markets," Journal of Finance, American Finance Association, vol. 39(4), pages 937-953, September.
    10. Fama, Eugene F., 1998. "Market efficiency, long-term returns, and behavioral finance," Journal of Financial Economics, Elsevier, vol. 49(3), pages 283-306, September.
    11. Bollerslev, Tim & Melvin, Michael, 1994. "Bid--ask spreads and volatility in the foreign exchange market : An empirical analysis," Journal of International Economics, Elsevier, vol. 36(3-4), pages 355-372, May.
    12. Garman, Mark B., 1976. "Market microstructure," Journal of Financial Economics, Elsevier, vol. 3(3), pages 257-275, June.
    13. Lyons, Richard K., 1995. "Tests of microstructural hypotheses in the foreign exchange market," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 321-351.
    14. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    15. Galai, Dan, 1978. "Empirical tests of boundary conditions for CBOE options," Journal of Financial Economics, Elsevier, vol. 6(2-3), pages 187-211.
    16. Shastri, Kuldeep & Tandon, Kishore, 1986. "An Empirical Test of a Valuation Model for American Options on Futures Contracts," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 21(4), pages 377-392, December.
    17. Conroy, Robert M. & Winkler, Robert L., 1981. "Informational Differences Between Limit and Market Orders for a Market Maker," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 16(5), pages 703-724, December.
    18. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    19. Bollerslev, Tim & Domowitz, Ian, 1993. "Trading Patterns and Prices in the Interbank Foreign Exchange Market," Journal of Finance, American Finance Association, vol. 48(4), pages 1421-1443, September.
    20. Black, Fischer, 1976. "The pricing of commodity contracts," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 167-179.
    21. Shastri, Kuldeep & Tandon, Kishore, 1986. "Valuation of Foreign Currency Options: Some Empirical Tests," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 21(2), pages 145-160, June.
    22. Bessembinder, Hendrik & Chan, Kalok & Seguin, Paul J., 1996. "An empirical examination of information, differences of opinion, and trading activity," Journal of Financial Economics, Elsevier, vol. 40(1), pages 105-134, January.
    23. Russell, Thomas & Thaler, Richard, 1985. "The Relevance of Quasi Rationality in Competitive Markets," American Economic Review, American Economic Association, vol. 75(5), pages 1071-1082, December.
    24. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March.
    25. Shleifer, Andrei, 2000. "Inefficient Markets: An Introduction to Behavioral Finance," OUP Catalogue, Oxford University Press, number 9780198292272.
    26. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    27. Bodurtha, James N, Jr & Courtadon, Georges R, 1986. "Efficiency Tests of the Foreign Currency Options Market," Journal of Finance, American Finance Association, vol. 41(1), pages 151-162, March.
    28. Haltiwanger, John & Waldman, Michael, 1985. "Rational Expectations and the Limits of Rationality: An Analysis of Heterogeneity," American Economic Review, American Economic Association, vol. 75(3), pages 326-340, June.
    29. Cohen, Kalman J & Maier, Steven F & Schwartz, Robert A & Whitcomb, David K, 1981. "Transaction Costs, Order Placement Strategy, and Existence of the Bid-Ask Spread," Journal of Political Economy, University of Chicago Press, vol. 89(2), pages 287-305, April.
    30. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    31. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    32. Amihud, Yakov & Mendelson, Haim, 1980. "Dealership market : Market-making with inventory," Journal of Financial Economics, Elsevier, vol. 8(1), pages 31-53, March.
    33. Joseph P. Ogden & Alan L. Tucker, 1987. "Empirical tests of the efficiency of the currency futures options market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 7(6), pages 695-703, December.
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    1. Stan Miles, 2013. "Constant-collateral pyramiding trading strategies in futures markets," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 27(4), pages 381-396, December.

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    More about this item

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing

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