The Impact of COVID-19 on Agriculture Industry in U.S Stock Market

Yuefei Jin
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引用次数: 1

Abstract

Under the impact of the global outbreak of COVID-19, macroeconomic fluctuations have different degrees of effects on various industries. The outbreak of the new crown pneumonia epidemic has caused another negative impact on the already weak global economy. This paper analyzes the changes of American agricultural industry to explore the impact of this basic industry based on Fama French five factor model. This study selects the data from 2019.5.1 to 2020.2.28 as the data before the COVID-19 and 2020.3.1 to 2020.12.31 as the data after the appearance of COVID-19 in the U.S. The significance of five factors and the change of beta in 10 months before and after the epidemic are compared by multiple linear regression. According to the results, the market factor MKT of the agricultural industry did not change much, which was still less than 1. The market value factor SMB of the agricultural industry has changed from significant to insignificant. As for t-Stat of HML factor changed from 0.61 to 3.88, which turned to be significant during COVID-19. Moreover, RMW and CMA stayed redundant. Based on the analysis, this paper aims to evaluate the stocks of American agricultural companies suitable for investment in the epidemic stage. These results shed light for a reference of industry analysis and stock investment during the epidemic period.
新冠疫情对美国股市农业产业的影响
在全球疫情的冲击下,宏观经济波动对各行业产生了不同程度的影响。新冠肺炎疫情的爆发,对本已疲软的全球经济造成了又一次负面影响。本文基于法玛法伦五因素模型,分析了美国农业产业的变化,探讨了这一基础产业的影响。本研究选取2019.5.1 - 2020.2.28年的数据作为COVID-19出现前的数据,2020.3.1 - 2020.12.31年的数据作为COVID-19在美国出现后的数据,采用多元线性回归比较5个因素的显著性和疫情前后10个月的beta变化。结果表明,农业产业的市场因子MKT变化不大,仍小于1。农业产业中小企业的市场价值因子由显著变为不显著。HML因子的t-Stat由0.61变为3.88,在COVID-19期间变得显著。此外,RMW和CMA仍然是多余的。在此基础上,本文旨在评价适合疫情阶段投资的美国农业公司股票。这些结果为疫情期间的行业分析和股票投资提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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