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

104,140

Version

2.7

License

GPL (>= 2)

Maintainer

Francois Husson

Last Published

December 14th, 2022

Functions in FactoMineR (2.7)

HMFA

Hierarchical Multiple Factor Analysis
FactoMineR-package

Multivariate Exploratory Data Analysis and Data Mining with R
MCA

Multiple Correspondence Analysis (MCA)
DMFA

Dual Multiple Factor Analysis (DMFA)
AovSum

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

Number of medals in athletism during olympic games per country
LinearModel

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

Function to better position the labels on the graphs
FAMD

Factor Analysis for Mixed Data
PCA

Principal Component Analysis (PCA)
CaGalt

Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt)
RegBest

Select variables in multiple linear regression
estim_ncp

Estimate the number of components in Principal Component Analysis
CA

Correspondence Analysis (CA)
geomorphology

geomorphology(data)
HCPC

Hierarchical Clustering on Principle Components (HCPC)
condes

Continuous variable description
children

Children (data)
dimdesc

Dimension description
ellipseCA

Draw confidence ellipses in CA
MFA

Multiple Factor Analysis (MFA)
coeffRV

Calculate the RV coefficient and test its significance
plotGPApartial

Draw an interactive General Procrustes Analysis (GPA) map
footsize

footsize
plot.DMFA

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

Draw the General Procrustes Analysis (GPA) map
plot.FAMD

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

Draw the Correspondence Analysis (CA) graphs
descfreq

Description of frequencies
plot.CaGalt

Draw the Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt) graphs
decathlon

Performance in decathlon (data)
hobbies

hobbies (data)
GPA

Generalised Procrustes Analysis
health

health (data)
graph.var

Make graph of variables
meansComp

Perform pairwise means comparisons
coord.ellipse

Construct confidence ellipses
plot.PCA

Draw the Principal Component Analysis (PCA) graphs
plot.HMFA

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

Plots for Hierarchical Classification on Principle Components (HCPC) results
plotMFApartial

Plot an interactive Multiple Factor Analysis (MFA) graph
mortality

The cause of mortality in France in 1979 and 2006
milk

milk
print.AovSum

Print the AovSum results
plotellipses

Draw confidence ellipses around the categories
poison

Poison
prefpls

Scatter plot and additional variables with quality of representation contour lines
poison.text

Poison
poulet

Genomic data for chicken
print.HCPC

Print the Hierarchical Clustering on Principal Components (HCPC) results
print.GPA

Print the Generalized Procrustes Analysis (GPA) results
predict.MCA

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

Predict method for Linear Model Fits
predict.PCA

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

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

Print the Hierarchical Multiple Factor Analysis results
print.LinearModel

Print the LinearModel results
print.FAMD

Print the Multiple Factor Analysis of mixt Data (FAMD) results
plot.meansComp

Draw the means comparisons
plot.catdes

Plots for description of clusters (catdes)
plot.MFA

Draw the Multiple Factor Analysis (MFA) graphs
plot.MCA

Draw the Multiple Correspondence Analysis (MCA) graphs
catdes

Categories description
print.catdes

Print the catdes results
reconst

Reconstruction of the data from the PCA, CA or MFA results
senso

senso
print.condes

Print the condes results
predict.CA

Predict projection for new rows with Correspondence Analysis
tab.disjonctif

Make a disjonctif table
predict.FAMD

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

Print the Correspondance Analysis (CA) results
print.PCA

Print the Principal Component Analysis (PCA) results
tab.disjonctif.prop

Make a disjunctive table when missing values are present
print.MFA

Print the Multiple Factor Analysis results
summary.FAMD

Printing summeries of FAMD objects
wine

Wine
write.infile

Print in a file
summary.CaGalt

Printing summaries of CaGalt objects
textual

Text mining
summary.MCA

Printing summeries of MCA objects
tea

tea (data)
print.CaGalt

Print the Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt) results
summary.MFA

Printing summaries of MFA objects
summary.CA

Printing summeries of ca objects
summary.PCA

Printing summeries of PCA objects
print.MCA

Print the Multiple Correspondance Analysis (MCA) results
simule

Simulate by bootstrap
svd.triplet

Singular Value Decomposition of a Matrix