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Nonlinear Association Between Controlling Shareholders and Financial Reporting Integrity: An Explainable Optuna-Optimized Ensemble Learning Approach in Egypt and Saudi Arabia.

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Title: Nonlinear Association Between Controlling Shareholders and Financial Reporting Integrity: An Explainable Optuna-Optimized Ensemble Learning Approach in Egypt and Saudi Arabia.
Authors: Ali, Gihan M.1,2 (AUTHOR), Alaskar, Mohammad Zaid1,2 (AUTHOR) mz.alaskar@psau.edu.sa
Source: Journal of Risk & Financial Management. May2026, Vol. 19 Issue 5, p356. 40p.
Database: Business Source Ultimate
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  Data: Nonlinear Association Between Controlling Shareholders and Financial Reporting Integrity: An Explainable Optuna-Optimized Ensemble Learning Approach in Egypt and Saudi Arabia.
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        Value: 10.3390/jrfm19050356
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        Text: English
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        PageCount: 40
        StartPage: 356
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      – TitleFull: Nonlinear Association Between Controlling Shareholders and Financial Reporting Integrity: An Explainable Optuna-Optimized Ensemble Learning Approach in Egypt and Saudi Arabia.
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              Text: May2026
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              Y: 2026
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