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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yara Ibrahim

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2 papers indexed here

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Open access Sep 2026

Structure or Composition? Explaining the ESG Premium in Firm Profitability With Oaxaca and Pseudo‐Panel Evidence

This study examines whether ESG‐related profitability differences arise from observable firm characteristics or from structural differences in how firms convert those characteristics into performance outcomes. Using an unbalanced panel data design, the final sample comprises 727 firm‐year observations from 178 public...

Yara Ibrahim, Khaled Hussainey, Taghred Mokhtar Sayed Moawad · 0 citations
Open access Aug 2026

Neuro-Symbolic Frameworks for Corporate Leverage and Debt Maturity: Evidence from Econometric and Machine Learning Models

The results indicate that corporate leverage exhibits substantial persistence, with estimated adjustment speeds of approximately 29–36% annually, and suggest that leverage persistence dominates model complexity and that parsimonious dynamic econometric models remain highly effective for forecasting corporate leverage a...

Omar Shawkey, Taha Mohamed Gaber, Esmail Mohamed et al. · 0 citations

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