High-Dimensional Importance-Weighted Information Criteria: Theory and Optimality

Yong-Syun Cao, Shinpei Imori, Ching-Kang Ing

Imori and Ing (2025) proposed the importance-weighted orthogonal greedy algorithm (IWOGA) for model selection in high-dimensional misspecified regression models under covariate shi…