Statistical Analysis of Metric Graph Reconstruction

zbMath1319.62076arXiv1305.1212MaRDI QIDQ2934135

Alessandro Rinaldo, Fabrizio Lecci, Larry Alan Wasserman

Publication date: 8 December 2014

Full work available at URL: https://arxiv.org/abs/1305.1212

zbMATH Keywords

reconstructionminimax estimationmanifold learningmetric graphfilament

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Nonparametric estimation (62G05) Minimax procedures in statistical decision theory (62C20) Pattern recognition, speech recognition (68T10) Graph algorithms (graph-theoretic aspects) (05C85)

Related Items

On the Reconstruction of Geodesic Subspaces of ℝN, Asymptotic theory for density ridges, Vietoris-Rips complexes of metric spaces near a metric graph, Nonparametric ridge estimation