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Definition and Evaluation of the Monotonicity Condition for Preference-Based Instruments

BACKGROUND: Preference-based instrumental variable methods are often used in comparative effectiveness research. Many instrumental variable studies estimate the local average treatment effect (i.e., the effect in the “compliers”) under the assumption of monotonicity, i.e., no “defiers,” and well-def...

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Pubblicato in:Epidemiology
Autori principali: Swanson, Sonja A., Miller, Matthew, Robins, James M., Hernán, Miguel A.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4669963/
https://ncbi.nlm.nih.gov/pubmed/25782755
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/EDE.0000000000000279
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