Stochastic Intervention
arXiv:2604.19352
Abstract
This article discusses the application of stochastic intervention to find the optimal treatment distribution yielding a high value of expected potential outcome under the setting where the number of treatments is allowed to vary with . The primary motivation is to obtain a novel summarization of the effect of various treatments which would guide practitioners towards better decision regarding which intervention to choose.
Stochastic Intervention, Causal Inference, High Dimensional Treatments, High Dimensional Inference