Cargando…

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....

Descripción completa

Detalles Bibliográficos
Autores principales: Miao, Wang, Tchetgen Tchetgen, Eric J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4890127/
https://www.ncbi.nlm.nih.gov/pubmed/27279671
http://dx.doi.org/10.1093/biomet/asw016