Impact of Operational and Financial Efficiency on Aviation Stock Prices: A Machine Learning Model with SHAP Interpretability
Using a machine learning approach, this study examines how operational and financial efficiency metrics influence stock prices in the aviation industry. A CatBoost regression model enhanced with SHapley Additive exPlanations (SHAP) was developed using data from 65 global aviation companies collected...
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
Sivas Cumhuriyet Üniversitesi
2025-01-01
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| Series: | Cumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi |
| Subjects: | |
| Online Access: | https://dergipark.org.tr/tr/download/article-file/4260193 |
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