demonstrating high performance, clarity, and interpretability. Secondly, several prediction models using advanced machine learning …

This study examines the application of machine learning models to predict financial performance in various sectors … finance. A range of machine learning models, including Linear Regression, Ridge, Lasso, Decision Tree, Bagging, Random Forest … effectiveness of machine learning, particularly ensemble methods, in forecasting financial performance. The study underscores the …

, when the Double-Debiased machine learning (DML) causal method is applied for fixed effects panel data with and without …