Counterfactual Inference

Counterfactual Inference is a statistical and machine learning method aimed at inferring causal relationships by analyzing alternative scenarios. Its core objective is to evaluate how outcomes would differ if a certain variable were to change. This approach is of significant application value in fields such as policy evaluation, medical decision-making, and economic analysis, helping decision-makers understand the potential impacts of different interventions, thereby making more scientific and rational decisions.