2026. A Fair Comparative Framework for Time-Series Forecasting Using ARIMAX, XGBoost, and LSTM: Evidence from Libya. Al-Farooq Journal of Sciences. 2, 3 (Jun. 2026), 69–85. DOI:https://doi.org/10.65405/y1kqxv30.