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Semiparametric Estimation with Data Missing Not at Random Using an Instrumental Variable

Missing data occur frequently in empirical studies in health and social sciences, often compromising our ability to make accurate inferences. An outcome is said to be missing not at random (MNAR) if, conditional on the observed variables, the missing data mechanism still depends on the unobserved ou...

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Bibliographic Details
Published in:Stat Sin
Main Authors: Sun, BaoLuo, Liu, Lan, Miao, Wang, Wirth, Kathleen, Robins, James, Tchetgen Tchetgen, Eric J.
Format: Artigo
Language:Inglês
Published: 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7743916/
https://ncbi.nlm.nih.gov/pubmed/33335381
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.202016.0324
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