Interventions are of fundamental importance in Pearl’s probabilisticcausality regime . In this paper, we will inspect how interventions influencethe interpretation of causation in causal models in specific situation . We will introduce a priori relationships as non-causal relationships in acausal system . Then we will proceed to discuss the cases that interventions lead to spurious causation interpretations . This includes the cases where theinterventional detection of causality forms structural causal models that are not valid in natural situations .

Author(s) : Mehrzad Saremi

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Keywords : causal - interventions - relationships - cases - causation -

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