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M. Karanasos

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Case report Open access Jul 2026

Machine Learning and Liquidity Dynamics in European Stock Markets

SHAP analysis reveals that trading activity, lagged liquidity, and market uncertainty are the main determinants of liquidity forecasts, and the findings highlight the complementary role of explainable machine learning in empirical finance.

Veni Arakelia, G. Caporale, Mirto M Gasparinatou et al. · CESifo working papers · 0 citations