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- Title
Using Machine Learning to Forecast Future Earnings.
- Authors
Xinyue, Cui; Zhaoyu, Xu; Yue, Zhou
- Abstract
Keywords: G10 EN G10 543 545 3 02/18/21 20201201 NES 201201 Earnings prediction has always been an important subject in accounting research given the proven relationship between accurate earnings prediction and excess investment return (Beaver, I Journal of Accounting Research i , 1968). Apart from the development of accounting and finance subjects, advances in statistics and computer science have also contributed to advances in earnings prediction methods. However, advanced machine learning methods, such as Natural Language Processing (NLP) models, may potentially exploit more non-quantitative fundamental information from various market news or message sources, which could be an interesting area for future research.
- Subjects
EARNINGS forecasting; MACHINE learning; CONSUMPTION (Economics); INTEREST rates; ACCOUNTING
- Publication
Atlantic Economic Journal, 2020, Vol 48, Issue 4, p543
- ISSN
0197-4254
- Publication type
Article
- DOI
10.1007/s11293-020-09691-1