A Unified Descriptive-Complexity Framework for Model Selection under Correlated Designs

Yanhang Zhang, Wei Liu, Yuhong Yang

Model selection becomes particularly challenging under strong predictor dependence and model-class uncertainty, especially when there are exponentially many models. We propose a De…