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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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Detalhes bibliográficos
Publicado no:J Causal Inference
Main Authors: VanderWeele, Tyler J., Jiang, Zhichao, Chiba, Yasutaka
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha: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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