2 papers
stat.ME2026
Efficient Poisson Subsampling for the Partially Linear Additive Cox Model
Dongxiao Han, Liuquan Sun, Chunjie Wang +3
To address the computational and storage challenges often encountered in large-scale survival data analysis, we propose an efficient Poisson subsampling method for the partially li…
stat.CO2023
DsubCox: A Fast Subsampling Algorithm for Cox Model with Distributed and Massive Survival Data
Haixiang Zhang, Yang Li, HaiYing Wang
To ensure privacy protection and alleviate computational burden, we propose a fast subsmaling procedure for the Cox model with massive survival datasets from multi-centered, decent…