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Minimax Density Estimation Under Radial Symmetry

This study illustrates a dimensionality reduction effect of radial symmetry in nonparametric density estimation. To deal with the class of radially symmetric functions, we adopt a generalized translation operation that preserves the symmetry structure. Radial kernel density estimators based on direc...

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Bibliografske podrobnosti
Principais autores: Kwan-Young Bak, Ja-Yong Koo
Format: Artigo
Jezik:Inglês
Izdano: IEEE 2023-01-01
Serija:IEEE Access
Teme:
Online dostop:https://ieeexplore.ieee.org/document/10310217/
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