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A Nuisance-Free Inference Procedure Accounting for the Unknown Missingness with Application to Electronic Health Records

We study how to conduct statistical inference in a regression model where the outcome variable is prone to missing values and the missingness mechanism is unknown. The model we consider might be a traditional setting or a modern high-dimensional setting where the sparsity assumption is usually impos...

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Detalles Bibliográficos
Autores principales: Zhao, Jiwei, Chen, Chi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597318/
https://www.ncbi.nlm.nih.gov/pubmed/33286923
http://dx.doi.org/10.3390/e22101154