Probably approximately correct high-dimensional causal effect estimation given a valid adjustment set

Davin Choo, Chandler Squires, Arnab Bhattacharyya +1

Accurate estimates of causal effects play a key role in decision-making across applications such as healthcare, economics, and operations. In the absence of randomized experiments,…