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stat.ME2020
Bayesian Survival Analysis Using Gamma Processes with Adaptive Time Partition
Yi Li, Sumi Seo, Kyu Ha Lee
In Bayesian semi-parametric analyses of time-to-event data, non-parametric process priors are adopted for the baseline hazard function or the cumulative baseline hazard function fo…
stat.ME2019
Robust Estimation and Variable Selection for the Accelerated Failure Time Model
Yi Li, Muxuan Liang, Lu Mao +1
This paper considers robust modeling of the survival time for cancer patients. Accurate prediction can be helpful for developing therapeutic and care strategies. We propose a unifi…