Package: kdevine 0.4.6

kdevine: Multivariate Kernel Density Estimation with Vine Copulas

Implements the vine copula based kernel density estimator of Nagler and Czado (2016) <doi:10.1016/j.jmva.2016.07.003>. The estimator does not suffer from the curse of dimensionality and is therefore well suited for high-dimensional applications.

Authors:Thomas Nagler [aut, cre]

kdevine_0.4.6.tar.gz
kdevine_0.4.6.zip(r-4.7-x86_64)kdevine_0.4.6.zip(r-4.7-arm64)kdevine_0.4.6.zip(r-4.6-x86_64)kdevine_0.4.6.zip(r-4.6-arm64)kdevine_0.4.6.zip(r-4.5-x86_64)
kdevine_0.4.6.tgz(r-4.6-arm64)kdevine_0.4.6.tgz(r-4.6-x86_64)kdevine_0.4.6.tgz(r-4.5-x86_64)kdevine_0.4.6.tgz(r-4.5-arm64)
kdevine_0.4.6.tar.gz(r-4.7-arm64)kdevine_0.4.6.tar.gz(r-4.7-x86_64)kdevine_0.4.6.tar.gz(r-4.6-arm64)kdevine_0.4.6.tar.gz(r-4.6-x86_64)
kdevine_0.4.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
kdevine/json (API)

# Install 'kdevine' in R:
install.packages('kdevine', repos = c('https://tnagler.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/tnagler/kdevine/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • wdbc - Wisconsin Diagnostic Breast Cancer

On CRAN:

Conda:

cpp

4.47 score 16 stars 37 scripts 288 downloads 11 exports 17 dependencies

Last updated from:ec7f5b7a08. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK98
linux-devel-x86_64OK115
source / vignettesOK165
linux-release-arm64OK91
linux-release-x86_64OK114
macos-release-arm64OK133
macos-release-x86_64OK321
macos-oldrel-arm64OK134
macos-oldrel-x86_64OK206
windows-devel-arm64OK190
windows-devel-x86_64OK144
windows-release-arm64OK199
windows-release-x86_64OK103
windows-oldrel-x86_64OK102
wasm-releaseOK85

Exports:dkde1ddkdevinedkdevinecopkde1dkdevinekdevinecoppkde1dqkde1drkde1drkdevinerkdevinecop

Dependencies:ADGofTestcctoolscodetoolsdoParallelforeachiteratorskdecopulaKernSmoothlatticelocfitMASSmvtnormqrngquadprogRcppRcppArmadilloVineCopula