Invariance of Clustering Operations in Causal Effect Identification

Jani Nykänen, Otto Tabell, Santtu Tikka +1

Clustering variables in causal graphs reduces the size of the graph and simplifies causal inference. However, arbitrary clustering can alter crucial causal relations among variable…