Sample-Specific Root Causal Inference with Latent Variables

Eric V. Strobl, Thomas A. Lasko

Abstract: Root causal analysis seeks to identify the set of initial perturbations that induce an unwanted outcome. In prior work, we defined sample-specific root causes of disease using exogenous error terms...