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lsbs (version 0.1)

Bandwidth Selection for Level Sets and HDR Estimation

Description

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) for more detail.

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Version

Install

install.packages('lsbs')

Monthly Downloads

159

Version

0.1

License

GPL-3

Maintainer

Guangwei Weng

Last Published

October 26th, 2018

Functions in lsbs (0.1)

hdrbs

Calculate the optiaml bandwidth matrix for highest density region estimation
lsbs

Calculate the optiaml bandwidth matrix for level set estimation