Package: prinvars 1.0.0

prinvars: Principal Variables

Provides methods for reducing the number of features within a data set. See Bauer JO (2021) <doi:10.1145/3475827.3475832> and Bauer JO, Drabant B (2021) <doi:10.1016/j.jmva.2021.104754> for more information on principal loading analysis.

Authors:Jan O. Bauer [aut], Ron Holzapfel [aut, cre]

prinvars_1.0.0.tar.gz
prinvars_1.0.0.zip(r-4.7)prinvars_1.0.0.zip(r-4.6)prinvars_1.0.0.zip(r-4.5)
prinvars_1.0.0.tgz(r-4.6-any)prinvars_1.0.0.tgz(r-4.5-any)
prinvars_1.0.0.tar.gz(r-4.7-any)prinvars_1.0.0.tar.gz(r-4.6-any)
prinvars_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
prinvars/json (API)

# Install 'prinvars' in R:

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

Bug tracker:https://github.com/ronho/prinvars/issues

On CRAN:

3.00 score 2 stars 2 scripts 185 downloads 5 exports 5 dependencies

Last updated from:344a3cdf23. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	130
source / vignettes	OK	187
linux-release-x86_64	OK	109
macos-release-arm64	OK	146
macos-oldrel-arm64	OK	168
windows-devel	OK	118
windows-release	OK	75
windows-oldrel	OK	76
wasm-release	OK	106

Exports:pla pla.drop_blocks pla.keep_blocks spla str

Dependencies:elasticnet lars PMA rbibutils Rdpack

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Block	Block-class
Principal Loading Analysis	pla
Drop Blocks	pla.drop_blocks
Keep Blocks	pla.keep_blocks
Print Function for pla S3	print.pla
Block - Show	show,Block-method
Sparse Principal Loading Analysis	spla
Block - str	str,Block-method