Christopher R. Genovese

Density Level Sets: Asymptotics, Inference, and Visualization

2015 · arXiv (Cornell University)

We derive asymptotic theory for the plug-in estimate for density level sets under Hausdoff loss. Based on the asymptotic theory, we propose two bootstrap confidence regions for level sets. The confidence regions can be used …