基于Fama-French五因素模型的新冠肺炎疫情前后美国股市餐饮行业研究

Zhuocheng Zhang
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摘要

摘要:本研究旨在研究Fama-French五因素模型在美国股票市场餐饮行业的适用性,并基于新冠肺炎大流行背景对行业进行分析和解读。该模型考虑了五个因素,即市场,规模,价值,盈利能力和投资,以解释横截面变化。新冠肺炎疫情给世界经济带来巨大冲击。研究疫情前后世界经济的变化是一个重要而又热门的课题。本文的研究对象为美国餐饮行业股票市场,选取2019年5月至2020年12月的数据,以2020年3月1日为闪点进行多元回归。结果表明,五因素模型在疫情后非常适合,行业更倾向于小盘股、高账面市值比、高盈利能力和积极投资风格的股票。这对美国股票市场的资产定价、市场效率和投资策略都有影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Meals Industry of the US Stock Market Before and After COVID-19 Pandemic: Based on the Fama-French Five-Factor Model
Abstract: This research aims to study the applicability of the Fama-French five-factor model in the Meals Industry of the US stock market, and then analyzes and interprets the industry based on the background of the COVID-19 pandemic. This model considers five factors namely market, size, value, profitability and investment in explaining the cross-sectional variations. Due to the outbreak of COVID-19, the world economy experienced a huge impact. It is an important and hot topic to study the changes in the world economy before and after the pandemic. The research subject of this paper is the US stock market of the Meals Industry, and the data is selected from May 2019 to December 2020 regarding March 1st, 2020 as the flashpoint to perform multiple regression. The results have shown that the five-factor model fits well after the pandemic and the industry prefers stocks with small-cap, high book-to-market ratio, high profitability and aggressive investment style. These have implications for asset pricing, market efficiency and investment strategies in the Meals Industry of the US stock market.
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