2 papers
stat.ME2024
Deep Nonparametric Inference for Conditional Hazard Function
Wen Su, Kin-Yat Liu, Guosheng Yin +2
We propose a novel deep learning approach to nonparametric statistical inference for the conditional hazard function of survival time with right-censored data. We use a deep neural…
stat.ME2024
Efficient Estimation for Functional Accelerated Failure Time Model
Changyu Liu, Wen Su, Kin-Yat Liu +2
We propose a functional accelerated failure time model to characterize effects of both functional and scalar covariates on the time to event of interest, and provide regularity con…