Liuquan Sun

Efficient Poisson Subsampling for the Partially Linear Additive Cox Model

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 linear additive Cox model. This model provides a flexible yet interpretable framework by incorporating linear covariate effects, additive nonp...