Collaborative Inference for Sparse High-Dimensional Models with Non-Shared Data

Yifan Gu, Hanfang Yang, Songshan Yang +1

In modern data analysis, statistical efficiency improvement is expected via effective collaboration among multiple data holders with non-shared data. In this article, we propose a…