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Momentum and reversal strategies in Chinese commodity futures markets

机译:中国商品期货市场的动量和逆转策略

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摘要

This paper tests a wide range of momentum and reversal strategies at different trading frequencies for the complete Chinese commodity futures market dataset. Accurate estimates of transaction costs for each commodity and the minute level futures prices are utilized to obtain the most realistic out-of-sample backtesting results. Distinctively from the existing literature, our dataset does not suffer from liquidity problems since the infra-day data is constructed from the most actively traded contracts for each and every of the 31 commodities included in our sample. Overall, there are three main findings of this study. First, momentum and reversal trading strategies can generate robust and consistent returns over time; however, the infra-day strategies used cannot generate sufficiently enough high excess returns to cover the excessive costs due to the higher frequency of trading. Secondly, at lower trading frequencies and longer holding periods momentum and reversal strategies can generate excess returns, but with higher maximum drawdown risk. Finally, the double-sort strategies statistically improve the performance of the trading strategies.
机译:本文针对完整的中国商品期货市场数据集测试了在不同交易频率下的各种动量和逆转策略。每种商品的交易成本和分钟水平的期货价格的准确估计都可以用来获得最真实的样本外回测结果。与现有文献不同的是,我们的数据集不会遇到流动性问题,因为基础数据是根据样本中包括的31种商品中每种交易最活跃的合约构建的。总的来说,这项研究有三个主要发现。首先,动量和逆转交易策略可以随着时间的流逝产生稳定而一致的回报;但是,由于交易频率较高,因此使用的即日交易策略无法产生足够高的超额收益来弥补超额成本。其次,在较低的交易频率和较长的持有期间,动量和逆转策略可以产生超额收益,但最大缩水风险较高。最后,双重排序策略从统计学上提高了交易策略的性能。

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