2025
PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects
AAAI 2025technical
For a data-generating process for random variables that can be described with a linear structural equation model, we consider a situation in which (i) a set of covariates satisfying the back-door criterion cannot be observed or (ii) such a set can be observed, but standard statistical estimation met…