Probabilities of Causation and Root Cause Analysis with Quasi-Markovian Models

Eduardo Rocha Laurentino, Fabio Gagliardi Cozman, Denis Deratani Maua +3

Probabilities of causation provide principled ways to assess causal relationships but face computational challenges due to partial identifiability and latent confounding. This pape…