Comment on “Blessings of Multiple Causes”

DOI10.1080/01621459.2019.1689139zbMath1428.62058arXiv1910.05438OpenAlexW2998239384MaRDI QIDQ5208067

Elizabeth L. Ogburn, Eric J. Tchetgen Tchetgen, Ilya Shpitser

Publication date: 15 January 2020

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1910.05438

zbMATH Keywords

causal inferenceunobserved confoundingunconfoundedness

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Causal inference from observational studies (62D20)

Related Items (2)

Identifying Effects of Multiple Treatments in the Presence of Unmeasured Confounding ⋮ Mitigating unobserved spatial confounding when estimating the effect of supermarket access on cardiovascular disease deaths

Uses Software

• Eigenstrat

Cites Work

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• Confounder adjustment in multiple hypothesis testing
• Measurement bias and effect restoration in causal inference
• Foundations of Modern Probability
• The Blessings of Multiple Causes

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