Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection

Xiaochen Zhang, Yunfeng Cai, Haoyi Xiong

Variable selection plays a crucial role in enhancing modeling effectiveness across diverse fields, addressing the challenges posed by high-dimensional datasets of correlated variab…