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Local Polynomial Regression for Symmetric Positive Definite Matrices

Local polynomial regression has received extensive attention for the nonparametric estimation of regression functions when both the response and the covariate are in Euclidean space. However, little has been done when the response is in a Riemannian manifold. We develop an intrinsic local polynomial...

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Detalhes bibliográficos
Main Authors: Yuan, Ying, Zhu, Hongtu, Lin, Weili, Marron, J. S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3448376/
https://ncbi.nlm.nih.gov/pubmed/23008683
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1467-9868.2011.01022.x
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