Multicollinearity-agnostic feature screening for non-Euclidean responses: a factor adjusted approach

Moshu Xu, Leheng Cai, Yanmei Shi +3

In high-dimensional settings, multicollinearity is a pervasive issue that can substantially impair the performance of feature screening methods based on marginal Fréchet regression…