Tuning-Free Efficient Estimation for Multi-Source Data via Covariance-Aware Shrinkage

Wenbo Jing, Xi Chen, Yaqi Duan +2

Modern statistical learning problems often involve multiple related data sets, where learning efficiency on a target set can be improved by utilizing related source sets, while het…