Efficient and Scalable Estimation of Distributional Treatment Effects with Multi-Task Neural Networks

Tomu Hirata, Undral Byambadalai, Tatsushi Oka +2

We propose a novel multi-task neural network approach for estimating distributional treatment effects (DTE) in randomized experiments. While DTE provides more granular insights int…