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  • Search: subject:"Gradient boosting algorithm"
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Subject
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Accrual manipulation 2 Earnings management 2 Gradient boosting algorithm 2 Machine learning 2 Accounting policy 1 Accrual 1 Accruals and deferrals 1 Algorithm 1 Algorithmus 1 Artificial intelligence 1 Bilanzpolitik 1 Künstliche Intelligenz 1 Rechnungsabgrenzung 1 Rückstellung 1
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Undetermined 2
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Article 2
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Article in journal 1 Aufsatz in Zeitschrift 1 research-article 1
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English 2
Author
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Alhaj-Yaseen, Yaseen S. 2 Almasarwah, Adel 2 Aram, Khalid Y. 2
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Accounting Research Journal 1 Accounting research journal 1
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ECONIS (ZBW) 1 Other ZBW resources 1
Showing 1 - 2 of 2
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Identifying new earnings management components: a machine learning approach
Almasarwah, Adel; Aram, Khalid Y.; Alhaj-Yaseen, Yaseen S. - In: Accounting Research Journal 37 (2024) 4, pp. 418-435
Purpose This study aims to apply machine learning (ML) to identify new financial elements managers might use for earnings management (EM), assessing their impact on the Standard Jones Model and modified Jones model for EM detection and examining managerial motives for using these components....
Persistent link: https://www.econbiz.de/10015341113
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Cover Image
Identifying new earnings management components : a machine learning approach
Almasarwah, Adel; Aram, Khalid Y.; Alhaj-Yaseen, Yaseen S. - In: Accounting research journal 37 (2024) 4, pp. 418-435
Persistent link: https://www.econbiz.de/10015420555
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