Causal Estimation of Exposure Shifts with Neural Networks

Mauricio Tec, Kevin Josey, Oladimeji Mudele +1

A fundamental task in causal inference is estimating the effect of distribution shift in the treatment variable. We refer to this problem as shift-response function (SRF) estimatio…