Huiming Zhang

activity

20172023

most citedA note on "MLE in logistic regression with a diverging dimension"

1 citations · 2 across the 2 of their papers we have counts for

collaborators

Showing 2020Show all

3 papers · 1 filter

math.ST2020

Concentration Inequalities for Statistical Inference

Huiming Zhang, Song Xi Chen

This paper gives a review of concentration inequalities which are widely employed in non-asymptotical analyses of mathematical statistics in a wide range of settings, from distribu…

stat.ME2020

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…

math.ST2020

Asymptotic Theory for Differentially Private Generalized $β$ -models with Parameters Increasing

Yifan Fan, Huiming Zhang, Ting Yan

Modelling edge weights play a crucial role in the analysis of network data, which reveals the extent of relationships among individuals. Due to the diversity of weight information,…

Concentration Inequalities for Statistical Inference

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

Asymptotic Theory for Differentially Private Generalized β-models with Parameters Increasing

Asymptotic Theory for Differentially Private Generalized $β$ -models with Parameters Increasing