Keywords: Deep learning
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Journal Articles

Structural drivers and forecasting dynamics of the BIST100 index: a hybrid ML/DL approach integrating liquidity, sentiment and macroeconomic factors

Alptekin Erdağ, Mehmet Fatih Uçar, İbrahim Ethem Tarhan
Journal: Review of Behavioral Finance
Review of Behavioral Finance 1–21.
https://doi.org/10.1108/RBF-12-2025-0531
Published: 27 July 2026
...Alptekin Erdağ; Mehmet Fatih Uçar; İbrahim Ethem Tarhan Purpose This study examines the daily closing level of the Borsa Istanbul 100 (BIST100) Index using a unified framework that combines machine-learning (ML) and deep-learning (DL) methods with macro-financial, behavioral and market-based...
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