An Upper Bound for Random Measurement Error in Causal Discovery

Tineke Blom, Anna Klimovskaia, Sara Magliacane +1

Causal discovery algorithms infer causal relations from data based on several assumptions, including notably the absence of measurement error. However, this assumption is most like…