Copula-based Partial Correlation Screening: a Joint and Robust Approach

Xiaochao Xia, Jialiang Li

Screening for ultrahigh dimensional features may encounter complicated issues such as outlying observations, heteroscedasticity or heavy-tailed distribution, multi-collinearity and…