On the Validity of Covariate Adjustment for Estimating Causal Effects

Ilya Shpitser, Tyler J. VanderWeele, James M. Robins. On the Validity of Covariate Adjustment for Estimating Causal Effects. In Peter Grünwald, Peter Spirtes, editors, UAI 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010. pages 527-536, AUAI Press, 2010. [doi]

Authors

Ilya Shpitser

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Tyler J. VanderWeele

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James M. Robins

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