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 <[email protected]>
LicenseGPL-3
Version0.1
URL http://arxiv.org/abs/1806.00731
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("lsbs")

Try the lsbs package in your browser

Any scripts or data that you put into this service are public.

lsbs documentation built on Oct. 26, 2018, 5:04 p.m.