A Criterion for Parameter Identification in Structural Equation Models
  This paper deals with the problem of identifying direct causal effects in recursive linear structural equation models. The paper establishes a sufficient criterion for identifying individual causal effects and provides a procedure computing identified causal effects in terms of observed covariance matrix. 
Jin Tian
stat.ME cs.AI