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Sample-constrained partial identification with application to selection bias

Many partial identification problems can be characterized by the optimal value of a function over a set where both the function and set need to be estimated by empirical data. Despite some progress for convex problems, statistical inference in this general setting remains to be developed. To address...

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Detalles Bibliográficos
Autores principales: Tudball, Matthew J, Hughes, Rachael A, Tilling, Kate, Bowden, Jack, Zhao, Qingyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10183833/
https://www.ncbi.nlm.nih.gov/pubmed/37197741
http://dx.doi.org/10.1093/biomet/asac042