2 papers
math.ST2026
Biweighted Poisson Subsampling for Convoluted Rank Regression with Massive Data
Jialiang Li, Xiaochao Xia, Wei Zhong
Optimal subsampling efficiently selects the most informative data points, enabling accurate statistical inference while significantly reducing computational burden for massive data…
stat.ME2022
Test and Measure for Partial Mean Dependence Based on Machine Learning Methods
Leheng Cai, Xu Guo, Wei Zhong
It is of importance to investigate the significance of a subset of covariates for the response given covariates in regression modeling. To this end, we propose a signif…