Learn R Programming
⚠️There's a newer version (2.9) of this package.Take me there.

FactoMineR

You can see the Website dedicated to FactoMineR (link for English version, and for the French version)

How do you install the latest version of FactoMineR available on GitHub?

if (!require("devtools")) install.packages("devtools")
library(devtools)
install_github("husson/FactoMineR")

Copy Link

Version

Install

install.packages('FactoMineR')

Monthly Downloads

98,691

Version

2.8

License

GPL (>= 2)

Maintainer

Francois Husson

Last Published

March 27th, 2023

Functions in FactoMineR (2.8)

CA

Correspondence Analysis (CA)
CaGalt

Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt)
DMFA

Dual Multiple Factor Analysis (DMFA)
FactoMineR-package

Multivariate Exploratory Data Analysis and Data Mining with R
FAMD

Factor Analysis for Mixed Data
LinearModel

Linear Model with AIC or BIC selection, and with the contrasts sum (the sum of the coefficients is 0) if any categorical variables
JO

Number of medals in athletism during olympic games per country
coeffRV

Calculate the RV coefficient and test its significance
RegBest

Select variables in multiple linear regression
children

Children (data)
autoLab

Function to better position the labels on the graphs
PCA

Principal Component Analysis (PCA)
catdes

Categories description
MFA

Multiple Factor Analysis (MFA)
MCA

Multiple Correspondence Analysis (MCA)
coord.ellipse

Construct confidence ellipses
condes

Continuous variable description
ellipseCA

Draw confidence ellipses in CA
estim_ncp

Estimate the number of components in Principal Component Analysis
footsize

footsize
geomorphology

geomorphology(data)
graph.var

Make graph of variables
health

health (data)
dimdesc

Dimension description
GPA

Generalised Procrustes Analysis
decathlon

Performance in decathlon (data)
meansComp

Perform pairwise means comparisons
hobbies

hobbies (data)
descfreq

Description of frequencies
milk

milk
plot.CA

Draw the Correspondence Analysis (CA) graphs
mortality

The cause of mortality in France in 1979 and 2006
plot.CaGalt

Draw the Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt) graphs
plot.FAMD

Draw the Multiple Factor Analysis for Mixt Data graphs
plot.GPA

Draw the General Procrustes Analysis (GPA) map
plotGPApartial

Draw an interactive General Procrustes Analysis (GPA) map
plot.DMFA

Draw the Dual Multiple Factor Analysis (DMFA) graphs
plot.HCPC

Plots for Hierarchical Classification on Principle Components (HCPC) results
plot.catdes

Plots for description of clusters (catdes)
plot.MCA

Draw the Multiple Correspondence Analysis (MCA) graphs
plotellipses

Draw confidence ellipses around the categories
plot.meansComp

Draw the means comparisons
poison

Poison
plotMFApartial

Plot an interactive Multiple Factor Analysis (MFA) graph
plot.HMFA

Draw the Hierarchical Multiple Factor Analysis (HMFA) graphs
plot.PCA

Draw the Principal Component Analysis (PCA) graphs
predict.MCA

Predict projection for new rows with Multiple Correspondence Analysis
predict.LinearModel

Predict method for Linear Model Fits
predict.FAMD

Predict projection for new rows with Factor Analysis of Mixed Data
predict.CA

Predict projection for new rows with Correspondence Analysis
plot.MFA

Draw the Multiple Factor Analysis (MFA) graphs
poison.text

Poison
poulet

Genomic data for chicken
print.CaGalt

Print the Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt) results
print.CA

Print the Correspondance Analysis (CA) results
prefpls

Scatter plot and additional variables with quality of representation contour lines
print.AovSum

Print the AovSum results
print.PCA

Print the Principal Component Analysis (PCA) results
summary.MCA

Printing summeries of MCA objects
summary.MFA

Printing summaries of MFA objects
print.condes

Print the condes results
print.HMFA

Print the Hierarchical Multiple Factor Analysis results
print.MFA

Print the Multiple Factor Analysis results
print.catdes

Print the catdes results
print.HCPC

Print the Hierarchical Clustering on Principal Components (HCPC) results
predict.PCA

Predict projection for new rows with Principal Component Analysis
predict.MFA

Predict projection for new rows with Multiple Factor Analysis
print.GPA

Print the Generalized Procrustes Analysis (GPA) results
print.FAMD

Print the Multiple Factor Analysis of mixt Data (FAMD) results
print.LinearModel

Print the LinearModel results
summary.CaGalt

Printing summaries of CaGalt objects
tab.disjonctif

Make a disjonctif table
tab.disjonctif.prop

Make a disjunctive table when missing values are present
summary.CA

Printing summeries of ca objects
wine

Wine
print.MCA

Print the Multiple Correspondance Analysis (MCA) results
reconst

Reconstruction of the data from the PCA, CA or MFA results
summary.FAMD

Printing summeries of FAMD objects
senso

senso
summary.PCA

Printing summeries of PCA objects
textual

Text mining
simule

Simulate by bootstrap
tea

tea (data)
write.infile

Print in a file
svd.triplet

Singular Value Decomposition of a Matrix
HMFA

Hierarchical Multiple Factor Analysis
HCPC

Hierarchical Clustering on Principle Components (HCPC)
AovSum

Analysis of variance with the contrasts sum (the sum of the coefficients is 0)