基于期货行业的金融风险大数据分析及规避策略

Yuan Zhang, Cao Zheng, Yutong Zhang, Murong Zheng, Xinyi Lin, Sijia Wang
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引用次数: 0

摘要

本文论述了期货公司所面临的财务风险,以及期货公司应用投标数据系统的必要性,通过CTA策略等大数据智能分析和定量建模,可以提高降低财务风险和建立预警模型的效率和准确性。此外,本文通过对市场流动性方向指标的分析,建立回归模型,找到市场流动性与期货合约价格之间的联动关系,从而使在大数据系统下对期货公司各种因素变化的实时监控和管理成为可能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Big Data Analysis of Financial Risk and Avoidance Strategy—Based on Futures Industry
This paper discussed the financial risks faced by the futures companies, and the necessity for futures companies to apply bid data system which can improve the efficiency and accuracy of reducing the financial risk and establishing beforehand warning model by means of big data intelligence analysis and quantitative modeling such as CTA strategy. In addition, this paper establishes a regression model by analyzing the indicators of market liquidity direction and finds the linkage relationship between market liquidity and futures contract price, so that the real-time monitoring and management of futures companies' changes of various factors can become possible under the big data system.
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