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.

Version: 0.1
Depends: R (≥ 3.4.0)
Imports: ks, numDeriv, Matrix
Published: 2018-10-26
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

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Reference manual: lsbs.pdf
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
OS X binaries: r-release: lsbs_0.1.tgz, r-oldrel: lsbs_0.1.tgz

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