Predicting Future Earnings Changes Using Machine Learning and Detailed Financial Data-Reference-Cited by-同舟云学术

Predicting Future Earnings Changes Using Machine Learning and Detailed Financial Data

Published:2022-04-08 Issue:2 Volume:60 Page:467-515
ISSN:0021-8456
Container-title:Journal of Accounting Research
language:en
Short-container-title:J of Accounting Research

Author:

CHEN XI¹,CHO YANG HA (TONY)²,DOU YIWEI²,LEV BARUCH²

Affiliation:

1. Department of Technology, Operations, and Statistics, Stern School of Business New York University

2. Department of Accounting, Stern School of Business New York University

Publisher

Wiley

Subject

Economics and Econometrics,Finance,Accounting

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/1475-679X.12429

Reference83 articles.

1. Anand V.;R.Brunner;K.Ikegwu; andT.Sougiannis. “Predicting Profitability Using Machine Learning.” Working paper University of Illinois at Urbana‐Champaign 2019. Available athttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=3466478.

2. Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach

3. Barth M.;K.Li; andC.Mcclure. “Evolution in Value Relevance of Accounting Information.” Working paper Stanford University 2021. Available athttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=2933197.

4. A Comparison of XBRL Filings to Corporate 10-Ks—Evidence from the Voluntary Filing Program

5. Private Information, Earnings Manipulations, and Executive Stock-Option Exercises

Cited by 55 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Using data-driven methods to detect financial statement fraud in the real scenario;International Journal of Accounting Information Systems;2024-09

2. Artificial Intelligence From a Behavioral Finance Perspective;Advances in Finance, Accounting, and Economics;2024-08-30

3. Managerial Ability and Debt Choice;Abacus;2024-08

4. Multiple financial analyst opinions aggregation based on uncertainty-aware quality evaluation;European Journal of Operational Research;2024-08

5. Ex-ante expected changes in ESG and future stock returns based on machine learning;The British Accounting Review;2024-08