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Monotone Confounding, Monotone Treatment Selection and Monotone Treatment Response

Manski (1997) and Manski and Pepper (2000) gave sharp bounds on causal effects under the assumptions of monotone treatment response (MTR) and monotone treatment selection (MTS). VanderWeele (2008) provided bounds for binary treatment under an assumption of monotone confounding (MC). We discuss the r...

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Bibliografski detalji
Izdano u:J Causal Inference
Glavni autori: VanderWeele, Tyler J., Jiang, Zhichao, Chiba, Yasutaka
Format: Artigo
Jezik:Inglês
Izdano: 2014
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4283804/
https://ncbi.nlm.nih.gov/pubmed/25574455
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/jci-2012-0006
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