arXiv stat.ML
· Papers
Dynamic Structural Causal Models
arXiv:2406.01161v3 Announce Type: replace-cross Abstract: We study a specific type of SCM, called a Dynamic Structural Causal Model (DSCM), whose endogenous variables represent functions of time, which is possibly cyclic and allows for latent confounding. As a motivating use-case, we show that certain systems of Stocha