most citedOptimal Distributed Subsampling for Maximum Quasi-Likelihood Estimators with Massive Data

10 citations · 10 across the 1 of their papers we have counts for

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stat.ME2020★ 10 cited

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…