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

Ping Zhou, Zhen Yu, Jingyi Ma +2

Distributed statistical inference has recently attracted immense attention. The asymptotic efficiency of the maximum likelihood estimator (MLE), the one-step MLE, and the aggregate…