An Empirical Research of Futures Program Trading Based on RSI And CCI Indicators

Li Aiquan, Pan Hui, Weishi Shu, Ke Qi
{"title":"An Empirical Research of Futures Program Trading Based on RSI And CCI Indicators","authors":"Li Aiquan, Pan Hui, Weishi Shu, Ke Qi","doi":"10.26549/jfr.v4i1.2993","DOIUrl":null,"url":null,"abstract":"Over the years, many scholars have conducted a wealth of empirical research on the effectiveness of technical indicator analysis in the financial market, and the conclusions are obviously different. Among them, two program trading models based on RSI and CCI indicators achieve an annual return rate of more than 180% in the empirical research of palm oil futures program trading, but the amount of data used in this study is too small, and the transaction cost is not considered. As the actual trading process has the characteristics that investors pay more attention to the sustainability of the model's profitability, and that investors’ trading varieties are diverse and with high transaction cost, this paper further verifies the sustainability and general applicability of these two models: using the closing price of 1-day and 30-minute K-line of 18 kinds of commodity futures in recent 10 years to investigate the changes of annual return rate, maximum withdrawal ratio etc. under different transaction costs and K-line cycles. The results show that the model’s profitability is time-varying, and the transaction cost has a greater influence on the rate of return of 30-minute K-lines than that of 1-day K-lines.","PeriodicalId":390233,"journal":{"name":"Journal of Finance Research","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Finance Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.26549/jfr.v4i1.2993","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Over the years, many scholars have conducted a wealth of empirical research on the effectiveness of technical indicator analysis in the financial market, and the conclusions are obviously different. Among them, two program trading models based on RSI and CCI indicators achieve an annual return rate of more than 180% in the empirical research of palm oil futures program trading, but the amount of data used in this study is too small, and the transaction cost is not considered. As the actual trading process has the characteristics that investors pay more attention to the sustainability of the model's profitability, and that investors’ trading varieties are diverse and with high transaction cost, this paper further verifies the sustainability and general applicability of these two models: using the closing price of 1-day and 30-minute K-line of 18 kinds of commodity futures in recent 10 years to investigate the changes of annual return rate, maximum withdrawal ratio etc. under different transaction costs and K-line cycles. The results show that the model’s profitability is time-varying, and the transaction cost has a greater influence on the rate of return of 30-minute K-lines than that of 1-day K-lines.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于RSI和CCI指标的期货程序交易实证研究
多年来,许多学者对技术指标分析在金融市场中的有效性进行了丰富的实证研究,得出的结论明显不同。其中,基于RSI和CCI指标的两种程序化交易模型在棕榈油期货程序化交易的实证研究中实现了180%以上的年收益率,但本研究使用的数据量太少,且未考虑交易成本。由于实际交易过程中投资者更注重模型盈利能力的可持续性,以及投资者交易品种多样、交易成本高的特点,本文进一步验证了这两种模型的可持续性和普遍适用性:利用近10年18种商品期货的1日收盘价和30分钟k线,考察不同交易成本和k线周期下的年收益率、最大提现率等的变化。结果表明,模型的盈利能力是时变的,交易成本对30分钟k线收益率的影响大于1天k线收益率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A Glimpse into a Potential Influencing Factor of China’s Exchange Rate: Social Financing Scale Internal Audit Promotes the Path of the Modernization of University Governance Capacity Research on the Impact of Aging and New Generation in the Population Structure on China’s Real Estate Price Volatility Research on the Causes and Governance of Non-standard Problems of Heterogeneous Agricultural Cooperatives-based on the Reality Observation from X county in Ganzi Prefecture, China The Role of Management Accounting in Adding Value to Organisations
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1