{"title":"人工智能能打败股市吗?","authors":"Garrison Hongyu Song, Ajeet K. Jain","doi":"10.1108/sef-03-2022-0133","DOIUrl":null,"url":null,"abstract":"\nPurpose\nAcademia and financial practitioners have mixed opinions about whether artificial intelligence (AI) can beat the stock market. The purpose of this paper is to investigate theoretically what would happen if AI has further evolved into a superior ability to predict the future more accurately than average investors.\n\n\nDesign/methodology/approach\nA theoretical model in an endowment economy with two types of representative investors (traditional investors and AI investors) is proposed, and based on the model, a long-run survival analysis for both types of investors is implemented.\n\n\nFindings\nThe model presented in this paper indicates that being equipped with a superior ability to predict the future more accurately than traditional investors cannot guarantee AI investors to always beat the stock market in the long run. Those investors may be extinct, all depending on the structure/parameters of the stock market.\n\n\nOriginality/value\nTo the best of the author’s knowledge, they are the first to set up a representative agent equilibrium model to explore the above question seriously.\n","PeriodicalId":45607,"journal":{"name":"Studies in Economics and Finance","volume":" ","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2022-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Can artificial intelligence beat the stock market?\",\"authors\":\"Garrison Hongyu Song, Ajeet K. Jain\",\"doi\":\"10.1108/sef-03-2022-0133\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\nPurpose\\nAcademia and financial practitioners have mixed opinions about whether artificial intelligence (AI) can beat the stock market. The purpose of this paper is to investigate theoretically what would happen if AI has further evolved into a superior ability to predict the future more accurately than average investors.\\n\\n\\nDesign/methodology/approach\\nA theoretical model in an endowment economy with two types of representative investors (traditional investors and AI investors) is proposed, and based on the model, a long-run survival analysis for both types of investors is implemented.\\n\\n\\nFindings\\nThe model presented in this paper indicates that being equipped with a superior ability to predict the future more accurately than traditional investors cannot guarantee AI investors to always beat the stock market in the long run. Those investors may be extinct, all depending on the structure/parameters of the stock market.\\n\\n\\nOriginality/value\\nTo the best of the author’s knowledge, they are the first to set up a representative agent equilibrium model to explore the above question seriously.\\n\",\"PeriodicalId\":45607,\"journal\":{\"name\":\"Studies in Economics and Finance\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2022-08-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Studies in Economics and Finance\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/sef-03-2022-0133\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Studies in Economics and Finance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/sef-03-2022-0133","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Can artificial intelligence beat the stock market?
Purpose
Academia and financial practitioners have mixed opinions about whether artificial intelligence (AI) can beat the stock market. The purpose of this paper is to investigate theoretically what would happen if AI has further evolved into a superior ability to predict the future more accurately than average investors.
Design/methodology/approach
A theoretical model in an endowment economy with two types of representative investors (traditional investors and AI investors) is proposed, and based on the model, a long-run survival analysis for both types of investors is implemented.
Findings
The model presented in this paper indicates that being equipped with a superior ability to predict the future more accurately than traditional investors cannot guarantee AI investors to always beat the stock market in the long run. Those investors may be extinct, all depending on the structure/parameters of the stock market.
Originality/value
To the best of the author’s knowledge, they are the first to set up a representative agent equilibrium model to explore the above question seriously.
期刊介绍:
Topics addressed in the journal include: ■corporate finance, ■financial markets, ■money and banking, ■international finance and economics, ■investments, ■risk management, ■theory of the firm, ■competition policy, ■corporate governance.