Provides some easy-to-use functions to extract and visualize the output of multivariate data analyses, including 'PCA' (Principal Component Analysis), 'CA' (Correspondence Analysis), 'MCA' (Multiple Correspondence Analysis), 'FAMD' (Factor Analysis of Mixed Data), 'MFA' (Multiple Factor Analysis) and 'HMFA' (Hierarchical Multiple Factor Analysis) functions from different R packages. It contains also functions for simplifying some clustering analysis steps and provides 'ggplot2' - based elegant data visualization.
| Version: | 1.0.7 |
| Depends: | R (≥ 3.1.2), ggplot2 (≥ 2.2.0) |
| Imports: | abind, cluster, dendextend, FactoMineR, ggpubr (≥ 0.1.5), grid, stats, reshape2, ggrepel, tidyr |
| Suggests: | ade4, ca, igraph, MASS, knitr, mclust |
| Published: | 2020-04-01 |
| DOI: | 10.32614/CRAN.package.factoextra |
| Author: | Alboukadel Kassambara [aut, cre], Fabian Mundt [aut] |
| Maintainer: | Alboukadel Kassambara <alboukadel.kassambara at gmail.com> |
| BugReports: | https://github.com/kassambara/factoextra/issues |
| License: | GPL-2 |
| URL: | http://www.sthda.com/english/rpkgs/factoextra |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | Cluster |
| CRAN checks: | factoextra results |
| Reference manual: | factoextra.pdf |
| Package source: | factoextra_1.0.7.tar.gz |
| Windows binaries: | r-devel: factoextra_1.0.7.zip, r-release: factoextra_1.0.7.zip, r-oldrel: factoextra_1.0.7.zip |
| macOS binaries: | r-release (arm64): factoextra_1.0.7.tgz, r-oldrel (arm64): factoextra_1.0.7.tgz, r-release (x86_64): factoextra_1.0.7.tgz, r-oldrel (x86_64): factoextra_1.0.7.tgz |
| Old sources: | factoextra archive |
| Reverse imports: | ASRgenomics, chooseGCM, CINNA, compindPCA, CytoGLMM, didec, disto, drclust, fmf, GEOexplorer, ggheatmap, hclusteasy, ihclust, immcp, immunarch, interca, InterCellar, jrSiCKLSNMF, kissDE, KMEANS.KNN, LDABiplots, metaCluster, MissCP, MSmix, MSstatsLiP, MultiRNAflow, MultivariateAnalysis, musicatk, OMICsPCA, omXplore, PhageCocktail, phoenics, powdR, protGear, qvirus, RclusTool, rKOMICS, rYWAASB, sejmRP, SensMap, statgenHTP, statVisual, SurvHiDim, tRigon, UEI, wilson, WormTensor |
| Reverse suggests: | artMS, DAPAR, eclust, FACT, FuzzyDBScan, GDAtools, longmixr, MARVEL, parameters, PLNmodels, ppclust, PSMatch, ReporterScore, see, SSLR, Statsomat, tinyarray, wrGraph |
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