Partition-Based Functional Ridge Regression for High-Dimensional Data

Shaista Ashraf, Ismail Shah, Farrukh Javed

This paper proposes a partition-based functional ridge regression framework to address multicollinearity, overfitting, and interpretability in high-dimensional functional linear mo…