Package: dHSIC 2.2

dHSIC: Independence Testing via Hilbert Schmidt Independence Criterion

Contains an implementation of the d-variable Hilbert Schmidt independence criterion and several hypothesis tests based on it, as described in Pfister et al. (2018) <doi:10.1111/rssb.12235>.

Authors:Niklas Pfister [aut, cre], Jonas Peters [aut]

dHSIC_2.2.tar.gz
dHSIC_2.2.zip(r-4.7)dHSIC_2.2.zip(r-4.6)dHSIC_2.2.zip(r-4.5)
dHSIC_2.2.tgz(r-4.6-x86_64)dHSIC_2.2.tgz(r-4.6-arm64)dHSIC_2.2.tgz(r-4.5-x86_64)dHSIC_2.2.tgz(r-4.5-arm64)
dHSIC_2.2.tar.gz(r-4.7-arm64)dHSIC_2.2.tar.gz(r-4.7-x86_64)dHSIC_2.2.tar.gz(r-4.6-arm64)dHSIC_2.2.tar.gz(r-4.6-x86_64)
dHSIC_2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
dHSIC/json (API)

# Install 'dHSIC' in R:

install.packages('dHSIC', repos = c('https://niklaspfister.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/niklaspfister/dhsic/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

cpp

4.94 score 2 stars 3 packages 96 scripts 893 downloads 2 exports 1 dependencies

Last updated from:6edf2516db. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	123
linux-devel-x86_64	OK	179
source / vignettes	OK	174
linux-release-arm64	OK	162
linux-release-x86_64	OK	107
macos-release-arm64	OK	151
macos-release-x86_64	OK	270
macos-oldrel-arm64	OK	219
macos-oldrel-x86_64	OK	278
windows-devel	OK	85
windows-release	OK	90
windows-oldrel	OK	87
wasm-release	OK	93

Exports:dhsic dhsic.test

Dependencies:Rcpp

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Independence Testing via Hilbert Schmidt Independence Criterion	dHSIC-package dHSIC
d-variable Hilbert Schmidt independence criterion - dHSIC	dhsic
Independence test based on dHSIC	dhsic.test