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A Criterion for Parameter Identification in Structural Equation Models

20 June 2012
Jin Tian
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Abstract

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.

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