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Academic Journal of Business & Management, 2022, 4(5); doi: 10.25236/AJBM.2022.040512.

Research on Financial Market Price Direction Based on ARIMA Model


Haoyu Liu, Zhibing Sun, Xi Liu

Corresponding Author:
Haoyu Liu

Changsha University of Science and Technology, Changsha, Hunan, 410000, China


With the development of financial markets, virtual currencies, represented by bitcoin, are gradually replacing the process of money anchored by gold, and more and more people are choosing these two assets for investment. In this paper, to predict and give trading decisions for bitcoin and gold, we calculate the assetsunit price, increase, and deviation rate. In order to predict the financial data, ARIMA model is used to predict the unit price, rising rate and other indexes. Finally achieved satisfactory results. These prediction results can provide valuable guidance for investors' strategies.


Quantitative transaction; ARIMA model; Trading strategy

Cite This Paper

Haoyu Liu, Zhibing Sun, Xi Liu. Research on Financial Market Price Direction Based on ARIMA Model. Academic Journal of Business & Management (2022) Vol. 4, Issue 5: 57-60. https://doi.org/10.25236/AJBM.2022.040512.


[1] Sjaastad L A, Scacciavillani F. The Price of Gold and the Exchange Rates [J]. Economics Discussion/ Working Papers, 1995.

[2] Zhang Siyu. Taking Bitcoin as an example to explore virtual currency investment [J]. Modern Business, 2022 (03): 101-103.

[3] Li Jiahong, Li Ping.Research on the relationship between the main assets of Bitcoin and China Financial Market during the epidemic period [J]. Management Comments, 2021, 33 (11): 286-297.

[4] Sun Jing, Xiong Yan, Zhang Heng, Liu Zhiping. Sortment Multi-Objective Planning Method for Multi- Disease Portfolio [J]. Control and Decision, 2020, 35 (03): 645-650.

[5] Song Yuping, Sun Yankun. High-frequency financial time sequence prediction - ARIMA model based on adaptive filtration method [J]. Journal of Jilin Institute of Technology, 2021, 37 (02): 82-86.