2 papers
stat.ME2022
Non-iterative Gaussianization
Rongxiang Rui, Maozai Tian
In this work, we propose a non-iterative Gaussian transformation strategy based on copula function, which doesn't require some commonly seen restrictive assumptions in the previous…
stat.ME2020
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…