Müjgan Zobu

Adaptive Wrapped Robust Canonical Correlation Analysis in High-Dimensional Data

Classical canonical correlation analysis becomes numerically unstable when the number of variables is large relative to the sample size and is sensitive to contamination in observations or individual cells. This study develops an integrated robust and regularized procedure that combines bounded cellwise wrapping, shrin...