A Copula-Based Regression Framework for Enhanced Prediction under Heteroscedasticity

Deepani Hemachandra, Jagath Senarathne, Mahasen Dehideniya

Classical regression approaches, including ordinary least squares, rely on strong assumptions such as constant variance and normality of residuals, which are often violated in real…