1 citations · 1 across the 5 of their papers we have counts for
5 papers
Semiparametric Causal Inference for Right-Censored Outcomes with Many Weak Invalid Instruments
Qiushi Bu, Wen Su, Xingqiu Zhao +1
We propose a semiparametric framework for causal inference with right-censored survival outcomes and many weak invalid instruments, motivated by Mendelian randomization in biobank…
Optimal Transport Learning: Balancing Value Optimization and Fairness in Individualized Treatment Rules
Wenhai Cui, Xiaoting Ji, Wen Su +2
Individualized treatment rules (ITRs) have gained significant attention due to their wide-ranging applications in fields such as precision medicine, ridesharing, and advertising re…
Demographic Parity-aware Individualized Treatment Rules
Wenhai Cui, Wen Su, Xiaodong Yan +2
There has been growing interest in developing optimal individualized treatment rules (ITRs) in various fields, such as precision medicine, business decision-making, and social welf…
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…
Kernel meets sieve: transformed hazards models with sparse longitudinal covariates
Dayu Sun, Zhuowei Sun, Xingqiu Zhao +1
We study the transformed hazards model with time-dependent covariates observed intermittently for the censored outcome. Existing work assumes the availability of the whole trajecto…