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stat.ME2025
Nonparametric Estimation of Conditional Survival Function with Time-Varying Covariates Using DeepONet
Bingqing Hu, Bin Nan
Traditional survival models often rely on restrictive assumptions such as proportional hazards or instantaneous effects of time-varying covariates on the hazard function, which lim…
stat.ME2025
Regression for Left-Truncated and Right-Censored Data: A Semiparametric Sieve Likelihood Approach
Spencer Matthews, Bin Nan
Cohort studies of the onset of a disease often encounter left-truncation on the event time of interest in addition to right-censoring due to variable enrollment times of study part…