ML Anthology

A Criterion for Parameter Identification in Structural Equation Models

Jin Tian
UAI 2007 pp. 392-399
/uai/2007/tian2007uai-criterion/

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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Cite

Text

Tian. "A Criterion for Parameter Identification in Structural Equation Models." Conference on Uncertainty in Artificial Intelligence, 2007.

Markdown

[Tian. "A Criterion for Parameter Identification in Structural Equation Models." Conference on Uncertainty in Artificial Intelligence, 2007.](https://mlanthology.org/uai/2007/tian2007uai-criterion/)

BibTeX

@inproceedings{tian2007uai-criterion,
  title     = {{A Criterion for Parameter Identification in Structural Equation Models}},
  author    = {Tian, Jin},
  booktitle = {Conference on Uncertainty in Artificial Intelligence},
  year      = {2007},
  pages     = {392-399},
  url       = {https://mlanthology.org/uai/2007/tian2007uai-criterion/}
}