Stochastic Intervention
Statistics Theory
2026-04-22 v1 Statistics Theory
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.
Cite
@article{arxiv.2604.19352,
title = {Stochastic Intervention},
author = {Rohit Chaudhuri},
journal= {arXiv preprint arXiv:2604.19352},
year = {2026}
}
Comments
Stochastic Intervention, Causal Inference, High Dimensional Treatments, High Dimensional Inference