Distributional Causal Mediation via Conditional Generative Modeling

Jinlun Zhang, Haoneng Huang, Zishu Zhan +1

Mediation analysis has traditionally focused on outcome-level summary contrasts, such as mean effects, which may obscure substantial distributional changes induced by complex and n…