Optimal Distributed Subsampling for Maximum Quasi-Likelihood Estimators with Massive Data

Jun Yu, HaiYing Wang, Mingyao Ai +1

Nonuniform subsampling methods are effective to reduce computational burden and maintain estimation efficiency for massive data. Existing methods mostly focus on subsampling with r…