3 papers
stat.ML2023
Wasserstein Generative Regression
Shanshan Song, Tong Wang, Guohao Shen +2
In this paper, we propose a new and unified approach for nonparametric regression and conditional distribution learning. Our approach simultaneously estimates a regression function…
stat.ME2022
Efficient Estimation of the Additive Risks Model for Interval-Censored Data
Tong Wang, Dipankar Bandyopadhyay, Samiran Sinha
In contrast to the popular Cox model which presents a multiplicative covariate effect specification on the time to event hazards, the semiparametric additive risks model (ARM) offe…
stat.ME2019
Efficient Estimation of Mixture Cure Frailty Model for Clustered Current Status Data
Tong Wang, Kejun He, Wei Ma +2
Current status data abounds in the field of epidemiology and public health, where the only observable data for a subject is the random inspection time and the event status at inspe…