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Intraday technical trading in the foreign exchange market
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Neely, Christopher J. and Weller, Paul A. (1999) Intraday technical trading in the foreign exchange market. Working Paper. Warwick Business School Financial Econometrics Research Centre, University of Warwick.
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Official URL: http://www2.warwick.ac.uk/fac/soc/wbs/research/wfr...
Abstract
This paper examines the out-of-sample performance of intraday technical trading strategies selected using two methodologies, a genetic program and an optimized linear forecasting model. When realistic transaction costs and trading hours are taken into account, we find no evidence of excess returns to the trading rules derived with either methodology. Thus, our results are consistent with market efficiency. We do, however, find that the trading rules discover some remarkably stable patterns in the data.
| Item Type: | Working or Discussion Paper (Working Paper) |
|---|---|
| Subjects: | H Social Sciences > HG Finance Q Science > QA Mathematics |
| Divisions: | Faculty of Social Sciences > Warwick Business School > Financial Econometrics Research Centre Faculty of Social Sciences > Warwick Business School |
| Library of Congress Subject Headings (LCSH): | Technical analysis (Investment analysis), Genetic programming (Computer science), Linear models (Statistics), Foreign exchange market |
| Series Name: | Working Papers Series |
| Publisher: | Warwick Business School Financial Econometrics Research Centre |
| Place of Publication: | University of Warwick |
| Date: | 23 September 1999 |
| Volume: | Vol.1999 |
| Number: | No.2 |
| Status: | Not Peer Reviewed |
| Access rights to Published version: | Open Access |
| References: | Allen, Franklin and Risto Karjalainen, 1998. "Using Genetic Algorithms to Find Technical Trading Rules," Journal of Financial Economics 51, p. 245-271. Baillie, Richard T. and Tim Bollerslev, 1991, “Intra-day and inter-market volatility in foreign exchange rates,” Review of Economic Studies 58, 565-585. Bollerslev, Tim and Ian Domowitz, “Trading Patterns and Prices in the Interbank Foreign Exchange Market,” Journal of Finance, 48(4), September 1993, 1421-1443. Brock, William, Josef Lakonishok, and Blake LeBaron. "Simple Technical Trading Rules and the Stochastic Properties of Stock Returns," Journal of Finance; 47(5), December 1992, pages 1731-64. Cheung, Yin-Wong and Menzie D. Chinn, “Macroeconomic Implications of the Beliefs and Behavior of Foreign Exchange Traders,” Working Paper, Department of Economics, University of Santa Cruz, January 1999. Curcio, Riccardo, Charles Goodhart, Dominique Guillaume and Richard Payne, “Do Technical Trading Rules Generate Profits? Conclusions from the Intra-Day Foreign Exchange Market,” Journal of Financial and Quantitative Analysis (September 1998), p. 383-408. Dooley, Michael P. and Jeffrey R. Shafer. “Analysis of short-run exchange rate behavior: March 1973 to November 1981.” In Exchange rate and trade instability: causes, consequences, and remedies, D. Bigman and T. Taya, eds. Cambridge, MA: Ballinger (1983). Holland, John. Adaptation in Natural and Artificial Systems, Ann Arbor, MI: University of Michigan Press (1975). Koza, John R. Genetic Programming: On the Programming of Computers by Means of Natural Selection, Cambridge, MA: MIT Press (1992). Levich Richard and L. Thomas. “The Significance of Technical Trading Rule Profits in The Foreign Exchange Market: A Bootstrap Approach.” Journal of International Money and Finance, 12 (October 1993), 451-74. Lyons, Richard K., “Profits and Position Control: A Week of FX Dealing,” Journal of International Money and Finance 17, 1998, 97-115. Melvin, Michael. International Money and Finance, Fifth Edition, Reading, MA: Addison Wesley Publishing (1997) Neely, Christopher J. and Paul A. Weller, "Technical Analysis and Central Bank Intervention." FRB St. Louis Working Paper 97-002B, revised March 1999. Neely, Christopher J. and Paul A. Weller, "Technical Trading Rules in the European Monetary System." Journal of International Money and Finance (June 1999), 429-58. Neely, Christopher J., Paul A. Weller and Robert Dittmar, "Is Technical Analysis in the Foreign Exchange Market Profitable? A Genetic Programming Approach." Journal of Financial and Quantitative Analysis (December 1997), 405-26. Ready, Mark J., "Profits from Technical Trading Rules," unpublished manuscript, University of Wisconsin, July 1998. Osler, Carol L. and P. H. Kevin Chang. “Head and Shoulders: Not Just a Flaky Pattern.” Staff Papers No. 4, Federal Reserve Bank of New York (August 1995). Sweeney, Richard J. “Beating the foreign exchange market.” Journal of Finance, 41 (March 1986), 163-82. Taylor, Mark P. and Helen Allen. “The use of technical analysis in the foreign exchange market.” Journal of International Money and Finance, 11 (June 1992), 304-14. |
| URI: | http://wrap.warwick.ac.uk/id/eprint/1846 |
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