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  • Search: subject:"Boosting algorithm"
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Year of publication
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 Boosting algorithm 1 Data editing 1 FAST algorithm 1 Generalization error 1 Incremental imputation 1 Künstliche Intelligenz 1 Rechnungsabgrenzung 1 Rückstellung 1 Tree-based methods 1
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Undetermined 3
Type of publication
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Article 3
Type of publication (narrower categories)
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Article in journal 1 Aufsatz in Zeitschrift 1 research-article 1
Language
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English 2 Undetermined 1
Author
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Alhaj-Yaseen, Yaseen S. 2 Almasarwah, Adel 2 Aram, Khalid Y. 2 Antonio D’Ambrosio 1 Aria, Massimo 1 Siciliano, Roberta 1
Published in...
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Accounting Research Journal 1 Accounting research journal 1 Journal of Classification 1
Source
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ECONIS (ZBW) 1 RePEc 1 Other ZBW resources 1
Showing 1 - 3 of 3
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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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Cover Image
Accurate Tree-based Missing Data Imputation and Data Fusion within the Statistical Learning Paradigm
Antonio D’Ambrosio; Aria, Massimo; Siciliano, Roberta - In: Journal of Classification 29 (2012) 2, pp. 227-258
Persistent link: https://www.econbiz.de/10010558351
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