The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

HPLB: High-Probability Lower Bounds for the Total Variance Distance

An implementation of high-probability lower bounds for the total variance distance as introduced in Michel & Naef & Meinshausen (2020) <doi:10.48550/arXiv.2005.06006>. An estimated lower-bound (with high-probability) on the total variation distance between two probability distributions from which samples are observed can be obtained with the function HPLB.

Version: 1.0.0
Depends: data.table, stats, graphics
Suggests: testthat, fields, ranger, distrEx
Published: 2020-06-09
DOI: 10.32614/CRAN.package.HPLB
Author: Loris Michel, Jeffrey Naef
Maintainer: Loris Michel <michel at stat.math.ethz.ch>
License: GPL-3
NeedsCompilation: no
Materials: README
CRAN checks: HPLB results

Documentation:

Reference manual: HPLB.pdf

Downloads:

Package source: HPLB_1.0.0.tar.gz
Windows binaries: r-devel: HPLB_1.0.0.zip, r-release: HPLB_1.0.0.zip, r-oldrel: HPLB_1.0.0.zip
macOS binaries: r-release (arm64): HPLB_1.0.0.tgz, r-oldrel (arm64): HPLB_1.0.0.tgz, r-release (x86_64): HPLB_1.0.0.tgz, r-oldrel (x86_64): HPLB_1.0.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=HPLB to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.