Intelligence and global bias in the stock market

IF 2.8
Kazuo Sano
{"title":"Intelligence and global bias in the stock market","authors":"Kazuo Sano","doi":"10.3934/dsfe.2023011","DOIUrl":null,"url":null,"abstract":"Trade is one of the essential features of human intelligence. The securities market is the ultimate expression of it. The fundamental indicators of stocks include information about the effects of noise and bias on stock prices; however, distinguishing between them is generally hard. In this article, I present the fundamentals hypothesis based on rational expectations and detect the global bias components from the actual fundamental indicators using a log-normal distribution model based on the fundamentals hypothesis. The analysis results show that biases generally exhibit the same characteristics, strongly supporting our theory. Notably, the positive price-to-cash flows from the investing activities ratio are proxies for the fundamentals. The answer is simple: \"Cash is a fact, and profit is an opinion.\" Namely, opinions of management and accounting added noise to fundamentals. As a result, we obtain the Kesten process and the Pareto distribution. This result means the market knows this noise and shows a stable global bias in the stock market.","PeriodicalId":290300,"journal":{"name":"Data Science in Finance and Economics","volume":"4 1","pages":"0"},"PeriodicalIF":2.8000,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Data Science in Finance and Economics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3934/dsfe.2023011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Trade is one of the essential features of human intelligence. The securities market is the ultimate expression of it. The fundamental indicators of stocks include information about the effects of noise and bias on stock prices; however, distinguishing between them is generally hard. In this article, I present the fundamentals hypothesis based on rational expectations and detect the global bias components from the actual fundamental indicators using a log-normal distribution model based on the fundamentals hypothesis. The analysis results show that biases generally exhibit the same characteristics, strongly supporting our theory. Notably, the positive price-to-cash flows from the investing activities ratio are proxies for the fundamentals. The answer is simple: "Cash is a fact, and profit is an opinion." Namely, opinions of management and accounting added noise to fundamentals. As a result, we obtain the Kesten process and the Pareto distribution. This result means the market knows this noise and shows a stable global bias in the stock market.
股票市场的情报和全球偏见
贸易是人类智力的基本特征之一。证券市场是它的终极表现。股票的基本指标包括噪音和偏差对股票价格的影响信息;然而,区分它们通常是困难的。在本文中,我提出了基于理性预期的基本假设,并使用基于基本假设的对数正态分布模型从实际的基本指标中检测全球偏差成分。分析结果表明,偏差通常表现出相同的特征,有力地支持了我们的理论。值得注意的是,投资活动比率的正价格与现金流量代表了基本面。答案很简单:“现金是事实,利润是观点。”也就是说,管理层和会计部门的意见给基本面增加了噪音。得到了Kesten过程和Pareto分布。这一结果意味着市场知道这种噪音,并在股市中显示出稳定的全球偏差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书