Minimax rates for heterogeneous causal effect estimation

Edward H. Kennedy, Sivaraman Balakrishnan, James M. Robins +1

Estimation of heterogeneous causal effects - i.e., how effects of policies and treatments vary across subjects - is a fundamental task in causal inference. Many methods for estimat…