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Profitability of simple stationary technical trading rules with high-frequency data of Chinese Index Futures

机译:简单固定技术交易规则的盈利性   中国指数期货的高频数据

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摘要

Technical trading rules have been widely used by practitioners in financialmarkets for a long time. The profitability remains controversial and fewconsider the stationarity of technical indicators used in trading rules. Weconvert MA, KDJ and Bollinger bands into stationary processes and investigatethe profitability of these trading rules by using 3 high-frequency data(15s,30sand 60s) of CSI300 Stock Index Futures from January 4th 2012 to December 31st2016. Several performance and risk measures are adopted to assess the practicalvalue of all trading rules directly while ADF-test is used to verify thestationarity and SPA test to check whether trading rules perform well due tointrinsic superiority or pure luck. The results show that there are severalsignificant combinations of parameters for each indicator when transactioncosts are not taken into consideration. Once transaction costs are included,trading profits will be eliminated completely. We also propose a method toreduce the risk of technical trading rules.
机译:长期以来,技术交易规则已被金融市场的从业人员广泛使用。盈利能力仍存在争议,很少考虑交易规则中使用的技术指标的平稳性。我们将2012年1月4日至2016年12月31日的CSI300股指期货的3个高频数据(15s,30s和60s)转换为平稳的过程,并研究这些交易规则的获利能力。采取了几种绩效和风险措施来直接评估所有交易规则的实用价值,同时使用ADF测试来验证平稳性,并使用SPA测试来检查交易规则是否由于内部优势或纯粹的运气而表现良好。结果表明,在不考虑交易成本的情况下,每个指标都有几种重要的参数组合。一旦包括交易成本,交易利润将被完全消除。我们还提出了一种降低技术交易规则风险的方法。

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