Doubly Robust Adaptive Conformal Inference for Causal Effects Under Temporal Dependence

Abstract

We propose doubly robust adaptive conformal inference (DR-ACI), which constructs prediction intervals for doubly robust pseudo-outcomes under temporal dependence.