Causal structure based root cause analysis of outliers

Dominik Janzing, Kailash Budhathoki, Lenon Minorics +1

We describe a formal approach to identify 'root causes' of outliers observed in $n$ variables $X_1,\dots ,X_n$ in a scenario where the causal relation between the variables is a kno…