Uncertainty Measures and Limiting Distributions for Filament Estimation

Yen-Chi Chen, Christopher R. Genovese, Larry Wasserman

A filament is a high density, connected region in a point cloud. There are several methods for estimating filaments but these methods do not provide any measure of uncertainty. We…