Causality: models, reasoning, and inference
Causality: models, reasoning, and inference
Causal Mechanism-based Model Constructions
UAI '00 Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence
A graphical criterion for the identification of causal effects in linear models
Eighteenth national conference on Artificial intelligence
Identifying linear causal effects
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Identifying direct causal effects in linear models
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
Generalized instrumental variables
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Parameter identification in a class of linear structural equation models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
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This paper deals with the problem of identifying direct causal effects in recursive linear structural equation models. The paper provides a procedure for solving the identification problem in a special class of models.