k-Nearest neighbor density estimation on Riemannian Manifolds

zbMath1296.62081arXiv1106.4763MaRDI QIDQ2920819

Daniela Rodriguez, Andres Muñoz, Guillermo Henry

Publication date: 29 September 2014

Full work available at URL: https://arxiv.org/abs/1106.4763

zbMATH Keywords

Riemannian manifoldsasymptotic resultsdensity estimationnonparametric

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20)

Related Items (4)

A roughness penalty approach to estimate densities over two-dimensional manifolds ⋮ Rates of the strong uniform consistency for the kernel-type regression function estimators with general kernels on manifolds ⋮ Density estimation on an unknown submanifold ⋮ Kernel Density Estimation on Spaces of Gaussian Distributions and Symmetric Positive Definite Matrices

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