Theoretical analysis of nonparametric filament estimation
Work
Year: 2016
Type: article
Abstract: This paper provides a rigorous study of the nonparametric estimation of filaments or ridge lines of a probability density $f$. Points on the filament are considered as local extrema of the density whe... more
Source: The Annals of Statistics
Authors Wanli Qiao, Wolfgang Polonik
Institution University of California, Davis
Cites: 33
Cited by: 23
Related to: 10
FWCI: 4.026
Citation percentile (by year/subfield): 89.3
Subfield: Geometry and Topology
Field: Mathematics
Domain: Physical Sciences
Open Access status: hybrid