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How Investor Sentiment and Trade Conflicts Affect the Stock Markets

机译:投资者情绪和贸易冲突如何影响股市

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Recently, the trade conflict between the United States and China has become an international area of interest and a hot topic. This study wants to investigate the impacts of trade conflicts on both countries' stock markets. This research measures the changes in stock market prices from the perspective of behavioral finance. After eliminating the influence of macroeconomics through its representative indicators, this paper constructs an index reflecting investor sentiment using the principal component analysis. This work builds a regression model considering investor sentiment and the intensity of trade conflicts. The results show that there is an asymmetric influence of Chinese investor sentiment on the performance of the stock market. Comparatively, U.S. investor sentiment has a weaker impact on market performance. In order to denote the intensity of trade conflicts, this paper collects the frequencies of trade conflicts from newspapers and Google Trends. We find that trade conflicts have negative impacts on both stock markets and their major industries. Among the four selected industries, the market performance of the Chinese manufacturing industry was the most affected among all by trade conflicts, while the most affected market in the U.S. was the scientific research industry. This indicates that in the currently globalized field of production, the supply chains of the two countries are highly connected and raising tariffs will adversely affect the performance of industries in which the two countries are tightly correlated. In addition, this paper predicts the stock prices and returns of both stock markets in the future based on Ito's process. The results show that the stock performances with high trade conflict intensity behaves badly compared to those with low intensity.
机译:最近,中美之间的贸易冲突已成为国际关注的热点和热门话题。这项研究旨在调查贸易冲突对两国股票市场的影响。这项研究从行为金融的角度衡量了股票市场价格的变化。在通过其代表性指标消除了宏观经济学的影响之后,本文使用主成分分析构建了反映投资者情绪的指数。这项工作建立了一个考虑投资者情绪和贸易冲突强度的回归模型。结果表明,中国投资者情绪对股票市场表现的影响是不对称的。相比之下,美国投资者情绪对市场表现的影响较小。为了表示贸易冲突的强度,本文从报纸和Google趋势中收集了贸易冲突的频率。我们发现贸易冲突对股票市场及其主要行业都具有负面影响。在四个选定的行业中,中国制造业的市场表现在所有贸易冲突中受影响最大,而在美国受影响最大的市场是科研行业。这表明在当前全球化的生产领域中,两国的供应链紧密相连,提高关税将对两国紧密相关的产业绩效产生不利影响。此外,本文根据伊藤的方法预测了未来两个股票市场的股价和收益。结果表明,与贸易冲突强度低的股票相比,贸易冲突强度高的股票表现较差。

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