Rafi Imam Dwiyanto

Telecommunication Stock Price Prediction Using Smooth Transition Autoregressive

Preliminary evidence is provided that the predictive advantage of nonlinear STAR models depends on stock-specific statistical characteristics rather than model complexity alone, while highlighting the need for broader validation frameworks and exogenous predictors in future forecasting research.