Is machine learning a necessity? : a regression-based approach for stock return prediction
Tingting Cheng, Shan Jiang, Albert Bo Zhao, Junyi Zhao
| Year of publication: |
2025
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| Authors: | Cheng, Tingting ; Jiang, Shan ; Zhao, Albert Bo ; Zhao, Junyi |
| Published in: |
Journal of empirical finance. - [Erscheinungsort nicht ermittelbar] : Elsevier Science, ISSN 0927-5398, ZDB-ID 1496810-1. - Vol. 81.2025, Art.-No. 101598, p. 1-18
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| Subject: | Machine learning | Combination forecast | Factor screening | Iterated combination | Stock return prediction | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Kapitaleinkommen | Capital income | Prognose | Forecast | Schätzung | Estimation | Regressionsanalyse | Regression analysis |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.jempfin.2025.101598 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015405425