Astrid Sulistya Azahra

Comparative Analysis of Statistical, Machine Learning, and Deep Learning Models for USD/IDR Prediction Using Macroeconomic Indicators and Explainable Artificial Intelligence

The USD/IDR exchange rate is a key daily barometer of Indonesia's economic health. Accurate forecasting is vital for trade, inflation, and monetary stability. However, its volatile and nonlinear dynamics pose challenges. While research has applied statistical models, machine learning, and deep learning, few studies off...