Package: bpca 1.5-1

bpca: Biplot Analysis for Multivariate Data Using Principal Components

Provides tools for creating 2D and 3D biplots of multivariate data based on principal components analysis, together with diagnostics for reduction quality and enhanced visualization of variables and objects.

Authors:J. C. Faria [aut, cre], I. B. Allaman [aut], C. G. B. Demétrio [aut]

bpca_1.5-1.tar.gz
bpca_1.5-1.zip(r-4.7)bpca_1.5-1.zip(r-4.6)bpca_1.5-1.zip(r-4.5)
bpca_1.5-1.tgz(r-4.6-any)bpca_1.5-1.tgz(r-4.5-any)
bpca_1.5-1.tar.gz(r-4.7-any)bpca_1.5-1.tar.gz(r-4.6-any)
bpca_1.5-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
bpca/json (API)
NEWS

# Install 'bpca' in R:

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

Bug tracker:https://github.com/jcfaria/bpca/issues

Datasets:

gabriel1971 - Percentages of households having various facilities and appliances in East Jerusalem Arab areas, by quarters of the town
gge2003 - A didactic matrix of genotypes
marina - Films shown at five festivals in Brazil from 2007 to 2011
ontario - Ontario winter wheat

On CRAN:

5.56 score 4 stars 40 scripts 858 downloads 9 mentions 6 exports 30 dependencies

Last updated from:c4b254fd7d. Checks:7 WARNING, 1 ERROR, 1 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	WARNING	216
source / vignettes	ERROR	3225
linux-release-x86_64	WARNING	180
macos-release-arm64	WARNING	106
macos-oldrel-arm64	WARNING	127
windows-devel	WARNING	88
windows-release	WARNING	82
windows-oldrel	WARNING	85
wasm-release	OK	151

Exports:bpca dt.tools qbpca var.rbf var.rdf xtable.bpca

Dependencies:base64enc bslib cachem cli digest evaluate fastmap fontawesome fs highr htmltools htmlwidgets jquerylib jsonlite knitr lifecycle magrittr memoise mime R6 rappdirs rgl rlang rmarkdown sass scatterplot3d tinytex xfun xtable yaml

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Biplot of Multivariate Data Based on Principal Component Analysis	bpca-package
Biplot of Multivariate Data Based on Principal Component Analysis	bpca bpca.default bpca.prcomp
Data Tools for Multivariate Analysis	dt.tools
Percentages of households having various facilities and appliances in East Jerusalem Arab areas, by quarters of the town	gabriel1971
A didactic matrix of genotypes (rows) and environments (columns)	gge2003
Films shown at five festivals in Brazil from 2007 to 2011	marina
Ontario winter wheat (1993)	ontario
Biplot of Multivariate Data Based on Principal Component Analysis	plot.bpca.2d plot.bpca.3d plot.qbpca
Print Method for xtable.bpca Objects	print.xtable print.xtable.bpca print.xtable.default
Quality of the Representation of Variables by Biplot	qbpca
Summary Method for bpca Objects	print.summary.bpca summary.bpca
Projected Correlations by BPCA	var.rbf
Diagnostic of Projected Correlations	var.rdf
LaTeX Table for Biplot Results	xtable.bpca