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 umn.edu> License: GPL-3 URL: http://arxiv.org/abs/1806.00731 NeedsCompilation: no CRAN checks: lsbs results Documentation: Reference manual: lsbs.pdf Downloads: Package source: lsbs_0.1.tar.gz Windows binaries: r-devel: lsbs_0.1.zip, r-release: lsbs_0.1.zip, r-oldrel: lsbs_0.1.zip 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 Linking:Please use the canonical form https://CRAN.R-project.org/package=lsbs to link to this page.
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