Sean McGrath

Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional under Proportional Asymptotics

In this paper, we explore the asymptotically optimal tuning parameter choice in ridge regression for estimating nuisance functions of a statistical functional that has recently gained prominence in conditional independence testing and causal inference. Given a sample of size $n$, we study estimat…