Technical trading: Is it still beating the foreign exchange market?

被引:64
作者
Hsu, Po-Hsuan [1 ]
Taylor, Mark P. [2 ]
Wang, Zigan [1 ]
机构
[1] Univ Hong Kong, Sch Econ & Finance, Hong Kong, Hong Kong, Peoples R China
[2] Univ Warwick, Warwick Business Sch, Coventry CV4 7AL, W Midlands, England
关键词
Foreign exchange; Technical analysis; Trading rules; Data-snooping bias; RULE PROFITS; FALSE DISCOVERIES; REALITY CHECK; PERFORMANCE; HYPOTHESIS; MOVEMENTS; RETURNS; TESTS;
D O I
10.1016/j.jinteco.2016.03.012
中图分类号
F [经济];
学科分类号
02 ;
摘要
We carry out a large-scale investigation of technical trading rules in the foreign exchange market, using daily data over 45 years for 30 developed and emerging market currencies. Employing a stepwise test to counter data snooping bias and examining over 21,000 technical rules, we find evidence of substantial predictability and excess profitability in both developed and emerging currencies, measured against a variety of performance metrics. We cross-validate our results using out-of-sample analysis. We find time series and cross-sectional variation in subperiods and cultural and/or geographic groups, respectively, suggesting that temporarily not-fully-rational behavior and market immaturity generate technical predictability and potential excess profitability. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:188 / 208
页数:21
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