Flexible Deep Neural Networks for Partially Linear Survival Data: Estimation and Survival Inference
arXiv:2512.10570v2 Announce Type: replace
Abstract: We propose a flexible deep neural network (DNN) framework for modeling survival data within a partially linear regression structure. The approach preserves interpretability through a parametric linea…