AOS

A Common-Cause Principle for Eliminating Selection Bias in Causal Estimands Through Covariate Adjustment

Authors
Maya Mathur Ilya Shpitser Tyler VanderWeele
Research Topics
Causal Inference
Paper Information
  • Journal:
    Annals of Statistics
  • Added to Tracker:
    Jul 15, 2025
Author Details
Maya Mathur
Author
Ilya Shpitser
Author
Tyler VanderWeele
Author
Research Topics & Keywords
Causal Inference
Research Area
Citation Information
APA Format
Maya Mathur , Ilya Shpitser & Tyler VanderWeele . A Common-Cause Principle for Eliminating Selection Bias in Causal Estimands Through Covariate Adjustment. Annals of Statistics .
BibTeX Format
@article{paper179,
  title = { A Common-Cause Principle for Eliminating Selection Bias in Causal Estimands Through Covariate Adjustment },
  author = { Maya Mathur and Ilya Shpitser and Tyler VanderWeele },
  journal = { Annals of Statistics },
  url = { https://www.e-publications.org/ims/submission/AOS/user/submissionFile/59038?confirm=b83398e6 }
}
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