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) <doi:10.48550/arXiv.1806.00731> for more detail.

Version: 0.1
Depends: R (≥ 3.4.0)
Imports: ks, numDeriv, Matrix
Published: 2018-10-26
DOI: 10.32614/CRAN.package.lsbs
Author: Guangwei Weng [aut, cre]
Maintainer: Guangwei Weng <wengx076 at>
License: GPL-3
NeedsCompilation: no
CRAN checks: lsbs results


Reference manual: lsbs.pdf


Package source: lsbs_0.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): lsbs_0.1.tgz, r-oldrel (arm64): lsbs_0.1.tgz, r-release (x86_64): lsbs_0.1.tgz, r-oldrel (x86_64): lsbs_0.1.tgz


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