Causal Graphs: Addressing the Confounding Problem Without Instruments or Ignorability
arXiv:1410.0473 · doi:10.1214/14-STS488
Abstract
Discussion of "Instrumental Variables: An Econometrician's Perspective" by Guido W. Imbens [arXiv:1410.0163].
Published in at http://dx.doi.org/10.1214/14-STS488 the Statistical Science (http://www.imstat.org/sts/) by the Institute of Mathematical Statistics (http://www.imstat.org)
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- On the definition of a confounder
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- Identification of Conditional Interventional Distributions
- On the Testable Implications of Causal Models with Hidden Variables