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Missing at random: a stochastic process perspective

We offer a natural and extensible measure-theoretic treatment of missingness at random. Within the standard missing-data framework, we give a novel characterization of the observed data as a stopping-set sigma algebra. We demonstrate that the usual missingness-at-random conditions are equivalent to...

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Detalles Bibliográficos
Autores principales: Farewell, D. M., Daniel, R. M., Seaman, S. R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612310/
https://www.ncbi.nlm.nih.gov/pubmed/35115732
http://dx.doi.org/10.1093/biomet/asab002