股票市场
二元分析
库存(枪支)
格兰杰因果关系
金融市场
股票价格
经济
金融经济学
业务
计量经济学
财务
计算机科学
地理
机器学习
系列(地层学)
古生物学
考古
生物
背景(考古学)
作者
Renju Rachel Varghese,Biju R. Mohan
标识
DOI:10.1109/tencon55691.2022.9977706
摘要
The impact of the news media on stock prices has increasingly risen to the forefront of discussion as a result of in-depth stock market research. The aim of this paper is to investigate the presence of causal links between financial news and stock market values. Granger causality between the stock market and sentiment of financial news is investigated by bivariate analysis. Then the sliding window approach quantifies the causal relationship between news sentiment and stock price. We find a positive correlation between the sentiment of financial news and in the variation of the stock price and the effect of the news is at its peak on the same day as the news is released. Our findings lend quantitative support to the idea that movements in financial markets and movements in financial news are inextricably linked.
科研通智能强力驱动
Strongly Powered by AbleSci AI