Principal Covariate Regression with Nuclear Norm Penalty

Kaiwen Liu, Lisa Verbeij, Wouter Weeda +1

In high-dimensional data settings, dimensionality reduction or variable selection are key steps when using statistical learning techniques. Principal Covariate Regression-type meth…