用重要抽样法最大似然估计灵活的生存密度

Nov, 2023

Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling

Mert Ketenci, Shreyas Bhave, Noémie Elhadad, Adler Perotte

TL;DR提出了一种消除超参数调优负担的生存分析方法，匹配或优于基线模型在多个真实数据集上的效果。

Abstract

survival analysis is a widely-used technique for analyzing time-to-event data in the presence of censoring. In recent years, numerous survival an