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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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Hlavní autoři: Yuan, Ying, Zhu, Hongtu, Lin, Weili, Marron, J. S.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup: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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