2 papers
stat.ME2026
Multivariate incremental effects for continuous treatments: Studying the health effects of environmental mixtures
Zhuochao Huang, Kejin Dong, Tuo Lin +1
Evaluating the causal health effects of multivariate, continuous exposures, such as air pollution mixtures, is a critical public health challenge. A primary obstacle is the frequen…
stat.ME2026
Surrogate-Assisted Targeted Learning for Nested Bridge Functionals under Administrative Censoring
Lin Li, Tuo Lin, Yiwen Chen +1
Delayed primary outcomes and administratively censored follow-up create a general semiparametric estimation problem: the target causal functional depends on an endpoint observed on…