A. Debes

Do machine learning models improve bank performance prediction? Nonlinear evidence from Islamic and conventional banks in the MENA region, 2004–2024

This study aims to examine whether machine learning (ML) models improve the prediction of bank financial performance relative to traditional econometric techniques, using evidence from Islamic and conventional banks in the Middle East and North Africa (MENA) region over the extended period 2004–2024. An unba...