Assuming that structural relations are causal , this background knowledge can be expressed in the following specification of the linear equation model ( SEM ) . Assuming that the structural relationships are causal , this background knowledge can be expressed in the following linear equation model ( SEM ) specification . On the assumption that causal relationships are linear , this background knowledge can be expressed in the following Structural Equation Model ( SEM ) specification .