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A Semiparametric Approach to Dimension Reduction

We provide a novel and completely different approach to dimension-reduction problems from the existing literature. We cast the dimension-reduction problem in a semiparametric estimation framework and derive estimating equations. Viewing this problem from the new angle allows us to derive a rich clas...

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Main Authors: Ma, Yanyuan, Zhu, Liping
Format: Artigo
Jezik:Inglês
Izdano: 2012
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3698620/
https://ncbi.nlm.nih.gov/pubmed/23828688
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2011.646925
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