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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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Veröffentlicht in:J Causal Inference
Hauptverfasser: VanderWeele, Tyler J., Jiang, Zhichao, Chiba, Yasutaka
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2014
Schlagworte:
Online Zugang: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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