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Semiparametric dimension reduction estimation for mean response with missing data
Model misspecification can be a concern for high-dimensional data. Nonparametric regression obviates model specification but is impeded by the curse of dimensionality. This paper focuses on the estimation of the marginal mean response when there is missingness in the response and multiple covariates...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2010
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3412576/ https://ncbi.nlm.nih.gov/pubmed/23049121 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asq005 |
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