Profitability and Data-Snooping Tests of Four Technical Trade Strategies for Cryptocurrency Pair BTC/USDT and ETH/USDT in Cryptocurrency Markets During 2022–2023

Q4 Economics, Econometrics and Finance Universal Journal of Accounting and Finance Pub Date : 2023-10-13 DOI:10.33423/jaf.v23i4.6453
Wei Li, Xinwan Wang, Zigan Wang, Mengxin Yang
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Abstract

We provide a comprehensive investigation into the profitability of technical trading methods applied to the cryptocurrency pairs BTC/USDT and ETH/USDT. By employing rigorous evaluations and incremental examinations, we address the pervasive issue of data-snooping bias that often plagues the evaluation of trading strategies. Our empirical results indicate the lack of profitable technical trading strategies in both the analysis sample and prediction sample periods, even after rigorous adjustments for data snooping. These findings highlight the difficulties associated with selecting profitable technical trading strategies in the dynamic and volatile cryptocurrency market. Market participants, including individual traders, institutional investors, and regulatory bodies, should take note of our findings when making investment decisions based on technical analysis.
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2022-2023年加密货币市场中BTC/USDT和ETH/USDT四种技术交易策略的盈利能力和数据窥探测试
我们对应用于加密货币对BTC/USDT和ETH/USDT的技术交易方法的盈利能力进行了全面调查。通过采用严格的评估和增量检查,我们解决了经常困扰交易策略评估的普遍数据窥探偏见问题。我们的实证结果表明,在分析样本和预测样本期间,即使经过严格的数据窥探调整,也缺乏盈利的技术交易策略。这些发现突出了在动态和波动的加密货币市场中选择有利可图的技术交易策略的困难。市场参与者,包括个人交易者、机构投资者和监管机构,在基于技术分析做出投资决策时应注意我们的研究结果。
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Universal Journal of Accounting and Finance
Universal Journal of Accounting and Finance Economics, Econometrics and Finance-Finance
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