Maksim Gladyshev

Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models

Structural equation models (SEM) are a standard approach to representing causal dependencies between variables. In this paper we propose a new interpretation of existing formalisms in the field of Actual Causality in which SEM's are viewed as mechanisms transforming the dynamics of exogenous variabl…