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Trading foreign exchange portfolios with volatility filters: the carry model revisited

机译:使用波动率过滤器交易外汇投资组合:重新审视套利模型

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The rejection of the simple risk-neutral efficient market hypothesis in the foreign exchange (FX) market opens the possibility of the profitable use of a carry model taking full advantage of interest rate differentials to trade currencies. A first motivation for this paper is to study whether a simple passive carry model can outperform a typical currency fund manager replicated by dynamic technical moving average convergence and divergence (MACD) models as in Lequeux and Acar (1998). Secondly, we study whether the addition of volatility filters can further improve the carry model performance. We consider the period starting from the introduction of the Euro (EUR) on 4 January 1999 to 31 March 2005 (1620 datapoints). To assess the consistency of the carry model performance on a portfolio of the nine most heavily traded exchange rates, the whole review period is further split into two sub-periods. Our results show that in the three periods considered and after inclusion of transaction costs, the simple carry model performs much better than the benchmark MACD model in terms of annualized return, risk-adjusted return and maximum potential loss, while a combined carry/MACD model has the lowest trading volatility. Moreover, the addition of two volatility filters adds significant value to the performance of the three models studied.
机译:外汇(FX)市场中对简单的风险中性有效市场假说的拒绝为利用利差模型充分利用利率差来交易货币带来了有利可图的使用套利模型的可能性。本文的第一个动机是研究一个简单的被动套利模型是否能够胜过由动态技术移动平均趋同和趋同(MACD)模型所复制的典型货币基金经理,如Lequeux和Acar(1998)。其次,我们研究添加波动率滤波器是否可以进一步改善进位模型的性能。我们考虑的时期是从1999年1月4日采用欧元(EUR)开始到2005年3月31日(1620个数据点)。为了评估九种交易最频繁的汇率组合上的套利模型业绩的一致性,整个审查期被进一步分为两个子时期。我们的结果表明,在考虑的三个时期中,在扣除交易成本后,简单套利模型在年化收益,风险调整收益和最大潜在损失方面的表现要好于基准MACD模型,而组合套利/ MACD模型交易波动性最低。此外,增加两个波动率滤波器可为所研究的三个模型的性能带来重要价值。

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