Distributed Estimation for Principal Component Analysis: an Enlarged Eigenspace Analysis

Xi Chen, Jason D. Lee, He Li +1

The growing size of modern data sets brings many challenges to the existing statistical estimation approaches, which calls for new distributed methodologies. This paper studies dis…