Deep Learning Augmented Detection of Earnings Manipulation in African Listed Firms: A Multi-Model Comparative Study
This study demonstrates that a machine learning-augmented logistic regression model outperforms traditional Jones-model approaches in detecting earnings manipulation among African listed firms, while highlighting significant performance heterogeneity across countries due to varying institutional contexts.