FactoMineR: Multivariate Exploratory Data Analysis and Data Mining
Version 1.35

Exploratory data analysis methods to summarize, visualize and describe datasets. The main principal component methods are available, those with the largest potential in terms of applications: principal component analysis (PCA) when variables are quantitative, correspondence analysis (CA) and multiple correspondence analysis (MCA) when variables are categorical, Multiple Factor Analysis when variables are structured in groups, etc. and hierarchical cluster analysis.

Browse man pages Browse package API and functions Browse package files

AuthorFrancois Husson, Julie Josse, Sebastien Le, Jeremy Mazet
Date of publication2017-02-20 15:12:05
MaintainerFrancois Husson <francois.husson@agrocampus-ouest.fr>
LicenseGPL (>= 2)
Version1.35
URL http://factominer.free.fr
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("FactoMineR")

Man pages

AovSum: Analysis of variance with the contrasts sum (the sum of the...
autoLab: Function to better position the labels on the graphs
CA: Correspondence Analysis (CA)
CaGalt: Correspondence Analysis on Generalised Aggregated Lexical...
catdes: Categories description
children: Children (data)
coeffRV: Calculate the RV coefficient and test its significance
condes: Continuous variable description
coord.ellipse: Construct confidence ellipses
decathlon: Performance in decathlon (data)
desfreq: Description of frequencies
dimdesc: Dimension description
DMFA: Dual Multiple Factor Analysis (DMFA)
ellipseCA: Draw confidence ellipses in CA
estim_ncp: Estimate the number of components in Principal Component...
FactoMineR-package: Multivariate Exploratory Data Analysis and Data Mining with R
FAMD: Factor Analysis for Mixed Data
footsize: footsize
geomorphology: geomorphology(data)
gpa: Generalised Procrustes Analysis
graph.var: Make graph of variables
HCPC: Hierarchical Clustering on Principle Components (HCPC)
health: health (data)
HMFA: Hierarchical Multiple Factor Analysis
hobbies: hobbies (data)
JO: Number of medals in athletism during olympic games per...
MCA: Multiple Correspondence Analysis (MCA)
MFA: Multiple Factor Analysis (MFA)
milk: milk
mortality: The cause of mortality in France in 1979 and 2006
PCA: Principal Component Analysis (PCA)
plot.CA: Draw the Correspondence Analysis (CA) graphs
plot.CaGalt: Draw the Correspondence Analysis on Generalised Aggregated...
plot.catdes: Plots for description of clusters (catdes)
plot.DMFA: Draw the Dual Multiple Factor Analysis (DMFA) graphs
plotellipses: Draw confidence ellipses around the categories
plot.FAMD: Draw the Multiple Factor Analysis for Mixt Data graphs
plot.GPA: Draw the General Procrustes Analysis (GPA) map
plot.GPApartial: Draw an interactive General Procrustes Analysis (GPA) map
plot.HCPC: Plots for Hierarchical Classification on Principle Components...
plot.HMFA: Draw the Hierarchical Multiple Factor Analysis (HMFA) graphs
plot.MCA: Draw the Multiple Correspondence Analysis (MCA) graphs
plot.MFA: Draw the Multiple Factor Analysis (MFA) graphs
plot.MFApartial: Plot an interactive Multiple Factor Analysis (MFA) graph
plot.PCA: Draw the Principal Component Analysis (PCA) graphs
poison: Poison
poison.text: Poison
poulet: Genomic data for chicken
predict.CA: Predict projection for new rows with Correspondence Analysis
predict.FAMD: Predict projection for new rows with Factor Analysis of Mixed...
predict.MCA: Predict projection for new rows with Multiple Correspondence...
predict.MFA: Predict projection for new rows with Multiple Factor Analysis
predict.PCA: Predict projection for new rows with Principal Component...
prefpls: Scatter plot and additional variables with quality of...
print.AovSum: Print the AovSum results
print.CA: Print the Correspondance Analysis (CA) results
print.CaGalt: Print the Correspondence Analysis on Generalised Aggregated...
print.FAMD: Print the Multiple Factor Analysis of mixt Data (FAMD)...
print.GPA: Print the Generalized Procrustes Analysis (GPA) results
print.HCPC: Print the Hierarchical Clustering on Principal Components...
print.HMFA: Print the Hierarchical Multiple Factor Analysis results
print.MCA: Print the Multiple Correspondance Analysis (MCA) results
print.MFA: Print the Multiple Factor Analysis results
print.PCA: Print the Principal Component Analysis (PCA) results
reconst: Reconstruction of the data from the PCA, CA or MFA results
RegBest: Select variables in multiple linear regression
senso: senso
simule: Simulate by bootstrap
summary.CA: Printing summeries of ca objects
summary.CaGalt: Printing summaries of CaGalt objects
summary.FAMD: Printing summeries of FAMD objects
summary.MCA: Printing summeries of MCA objects
summary.MFA: Printing summaries of MFA objects
summary.PCA: Printing summeries of PCA objects
svd.triplet: Singular Value Decomposition of a Matrix
tab.disjonctif: Make a disjonctif table
tab.disjonctif.prop: Make a disjunctive table when missing values are present
tea: tea (data)
textual: Text mining
wine: Wine
write.infile: Print in a file

Functions

AovSum Man page Source code
CA Man page Source code
CaGalt Man page Source code
DMFA Man page Source code
FAMD Man page Source code
FactoMineR Man page
FactoMineR-package Man page
GPA Man page Source code
HCPC Man page Source code
HMFA Man page Source code
JO Man page
MCA Man page Source code
MFA Man page Source code
PCA Man page Source code
RegBest Man page Source code
affichetableau Source code
affichlist Source code
affichmatrice Source code
affichtabldon Source code
autoLab Man page Source code
catdes Man page Source code
children Man page
coeffRV Man page Source code
condes Man page Source code
coord.ellipse Man page Source code
decathlon Man page
descfreq Man page Source code
dimdesc Man page Source code
ellipseCA Man page Source code
estim_ncp Man page Source code
footsize Man page
geomorphology Man page
graph.var Man page Source code
health Man page
hobbies Man page
milk Man page
mortality Man page
plot.CA Man page Source code
plot.CaGalt Man page Source code
plot.DMFA Man page Source code
plot.FAMD Man page Source code
plot.GPA Man page Source code
plot.HCPC Man page Source code
plot.HMFA Man page Source code
plot.MCA Man page Source code
plot.MFA Man page Source code
plot.PCA Man page Source code
plot.catdes Man page Source code
plotGPApartial Man page Source code
plotMFApartial Man page Source code
plotellipses Man page Source code
poison Man page
poison.text Man page
poulet Man page
predict.CA Man page Source code
predict.FAMD Man page Source code
predict.MCA Man page Source code
predict.MFA Man page Source code
predict.PCA Man page Source code
prefpls Man page
print.AovSum Man page Source code
print.CA Man page Source code
print.CaGalt Man page Source code
print.FAMD Man page Source code
print.GPA Man page Source code
print.HCPC Man page Source code
print.HMFA Man page Source code
print.MCA Man page Source code
print.MFA Man page Source code
print.PCA Man page Source code
reconst Man page Source code
senso Man page
simule Man page Source code
summary.CA Man page Source code
summary.CaGalt Man page Source code
summary.FAMD Man page Source code
summary.MCA Man page Source code
summary.MFA Man page Source code
summary.PCA Man page Source code
svd.triplet Man page Source code
tab.disjonctif Man page Source code
tab.disjonctif.prop Man page Source code
tea Man page
textual Man page Source code
wine Man page
write.infile Man page Source code

Files

inst
inst/CITATION
inst/doc
inst/doc/clustering.Rmd
inst/doc/clustering.pdf
inst/doc/FactoMineR.pdf
inst/doc/FactoMineR.Rmd
NAMESPACE
data
data/milk.rda
data/JO.rda
data/decathlon.rda
data/geomorphology.rda
data/health.rda
data/poison.rda
data/children.rda
data/datalist
data/poison.text.rda
data/footsize.rda
data/hobbies.rda
data/poulet.rda
data/wine.rda
data/mortality.rda
data/senso.rda
data/tea.rda
R
R/print.MFA.R
R/summary.MFA.r
R/plot.GPA.R
R/predict.CA.R
R/print.GPA.R
R/print.HMFA.R
R/print.CaGalt.R
R/summary.CaGalt.R
R/tab.disjonctif.prop.R
R/print.HCPC.R
R/dimdesc.r
R/predict.MFA.R
R/print.CA.R
R/plot.HCPC.R
R/plot.PCA.R
R/summary.CA.r
R/print.MCA.R
R/summary.PCA.r
R/plot.DMFA.R
R/coeffRV.R
R/HMFA.R
R/print.AovSum.R
R/plotellipses.r
R/summary.MCA.r
R/prefpls.r
R/RegBest.r
R/CaGalt.R
R/CA.R
R/PCA.R
R/write.infile.R
R/predict.FAMD.R
R/HCPC.R
R/graph.var.R
R/plot.catdes.R
R/condes.r
R/ellipseCA.R
R/coord.ellipse.R
R/DMFA.R
R/descfreq.R
R/tab.disjonctif.R
R/GPA.R
R/plot.HMFA.R
R/textual.r
R/simule.r
R/AovSum.r
R/summary.FAMD.r
R/svd.triplet.R
R/estim_ncp.r
R/plotGPApartial.R
R/autoLab.R
R/print.PCA.R
R/plot.MCA.R
R/plotMFApartial.R
R/plot.CA.R
R/MCA.R
R/print.FAMD.R
R/reconst.R
R/plot.MFA.R
R/catdes.r
R/plot.CaGalt.R
R/plot.FAMD.R
R/MFA.R
R/predict.MCA.R
R/predict.PCA.R
R/FAMD.R
vignettes
vignettes/clustering.Rmd
vignettes/FactoMineR.Rmd
vignettes/clustering.html
vignettes/FactoMineR.html
MD5
README
build
build/vignette.rds
DESCRIPTION
man
man/summary.FAMD.Rd
man/print.MCA.Rd
man/gpa.Rd
man/plotellipses.Rd
man/prefpls.Rd
man/graph.var.Rd
man/FactoMineR-package.Rd
man/children.Rd
man/wine.Rd
man/poison.text.Rd
man/HCPC.Rd
man/senso.Rd
man/plot.GPA.Rd
man/milk.Rd
man/plot.MFApartial.Rd
man/print.MFA.Rd
man/tab.disjonctif.prop.Rd
man/autoLab.Rd
man/AovSum.Rd
man/condes.Rd
man/dimdesc.Rd
man/plot.FAMD.Rd
man/print.PCA.Rd
man/predict.PCA.Rd
man/DMFA.Rd
man/print.AovSum.Rd
man/plot.GPApartial.Rd
man/geomorphology.Rd
man/decathlon.Rd
man/coord.ellipse.Rd
man/plot.HMFA.Rd
man/print.HCPC.Rd
man/tea.Rd
man/MFA.Rd
man/predict.MCA.Rd
man/poison.Rd
man/reconst.Rd
man/plot.HCPC.Rd
man/plot.catdes.Rd
man/RegBest.Rd
man/CA.Rd
man/predict.MFA.Rd
man/plot.DMFA.Rd
man/print.FAMD.Rd
man/textual.Rd
man/health.Rd
man/tab.disjonctif.Rd
man/HMFA.Rd
man/estim_ncp.Rd
man/summary.MCA.Rd
man/summary.PCA.Rd
man/predict.FAMD.Rd
man/print.CA.Rd
man/plot.PCA.Rd
man/write.infile.Rd
man/coeffRV.Rd
man/ellipseCA.Rd
man/FAMD.Rd
man/svd.triplet.Rd
man/mortality.Rd
man/PCA.Rd
man/plot.MCA.Rd
man/predict.CA.Rd
man/poulet.Rd
man/MCA.Rd
man/print.CaGalt.Rd
man/summary.MFA.Rd
man/plot.MFA.Rd
man/print.HMFA.Rd
man/simule.Rd
man/summary.CA.Rd
man/print.GPA.Rd
man/plot.CaGalt.Rd
man/catdes.Rd
man/summary.CaGalt.Rd
man/footsize.Rd
man/plot.CA.Rd
man/CaGalt.Rd
man/hobbies.Rd
man/desfreq.Rd
man/JO.Rd
FactoMineR documentation built on May 19, 2017, 10:24 a.m.