lsbs: Bandwidth Selection for Level Sets and HDR Estimation

Bandwidth selection for kernel density estimators of 2-d level sets and highest density regions. It applies a plug-in strategy to estimate the asymptotic risk function and minimize to get the optimal bandwidth matrix. See Doss and Weng (2018) <arXiv:1806.00731> for more detail.

Getting started

Package details

AuthorGuangwei Weng [aut, cre]
MaintainerGuangwei Weng <>
Package repositoryView on CRAN
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lsbs documentation built on May 2, 2019, 7:58 a.m.