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On varieties of doubly robust estimators under missingness not at random with a shadow variable

Suppose we are interested in the mean of an outcome variable missing not at random. Suppose however that one has available a fully observed shadow variable, which is associated with the outcome but independent of the missingness process conditional on covariates and the possibly unobserved outcome....

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Publicat a:Biometrika
Autors principals: Miao, Wang, Tchetgen Tchetgen, Eric J.
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2016
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4890127/
https://ncbi.nlm.nih.gov/pubmed/27279671
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asw016
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