Communication-Efficient Distributed Estimator for Generalized Linear Models with a Diverging Number of Covariates

17 Jan 2020Ping ZhouZhen YuJingyi MaMaozai Tian

Distributed statistical inference has recently attracted immense attention. Herein, we study the asymptotic efficiency of the maximum likelihood estimator (MLE), the one-step MLE, and the aggregated estimating equation estimator for generalized linear models with a diverging number of covariates... (read more)

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