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Efficiency Loss Caused by Linearity Condition in Dimension Reduction

Linearity, sometimes jointly with constant variance, is routinely assumed in the context of sufficient dimension reduction. It is well understood that, when these conditions do not hold, blindly using them may lead to inconsistency in estimating the central subspace and the central mean subspace. Su...

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Autors principals: Yanyuan, MA, Liping, ZHU
Format: Artigo
Idioma:Inglês
Publicat: 2013
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3685771/
https://ncbi.nlm.nih.gov/pubmed/23794746
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/ass075
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