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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")

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Version

Install

install.packages('FactoMineR')

Monthly Downloads

104,140

Version

2.6

License

GPL (>= 2)

Maintainer

Francois Husson

Last Published

September 9th, 2022

Functions in FactoMineR (2.6)

DMFA

Dual Multiple Factor Analysis (DMFA)
CaGalt

Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt)
condes

Continuous variable description
LinearModel

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

Categories description
coord.ellipse

Construct confidence ellipses
autoLab

Function to better position the labels on the graphs
PCA

Principal Component Analysis (PCA)
children

Children (data)
HCPC

Hierarchical Clustering on Principle Components (HCPC)
JO

Number of medals in athletism during olympic games per country
HMFA

Hierarchical Multiple Factor Analysis
RegBest

Select variables in multiple linear regression
FAMD

Factor Analysis for Mixed Data
dimdesc

Dimension description
AovSum

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

Performance in decathlon (data)
descfreq

Description of frequencies
plot.GPA

Draw the General Procrustes Analysis (GPA) map
plotGPApartial

Draw an interactive General Procrustes Analysis (GPA) map
ellipseCA

Draw confidence ellipses in CA
FactoMineR-package

Multivariate Exploratory Data Analysis and Data Mining with R
hobbies

hobbies (data)
MCA

Multiple Correspondence Analysis (MCA)
meansComp

Perform pairwise means comparisons
MFA

Multiple Factor Analysis (MFA)
coeffRV

Calculate the RV coefficient and test its significance
graph.var

Make graph of variables
health

health (data)
CA

Correspondence Analysis (CA)
estim_ncp

Estimate the number of components in Principal Component Analysis
plotMFApartial

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

Draw the Correspondence Analysis (CA) graphs
plot.PCA

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

Draw the Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt) graphs
predict.MFA

Predict projection for new rows with Multiple Factor Analysis
plot.meansComp

Draw the means comparisons
prefpls

Scatter plot and additional variables with quality of representation contour lines
poulet

Genomic data for chicken
poison.text

Poison
plot.catdes

Plots for description of clusters (catdes)
plot.HCPC

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

Draw the Hierarchical Multiple Factor Analysis (HMFA) graphs
geomorphology

geomorphology(data)
summary.FAMD

Printing summeries of FAMD objects
print.HCPC

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

Predict projection for new rows with Principal Component Analysis
footsize

footsize
tab.disjonctif

Make a disjonctif table
print.HMFA

Print the Hierarchical Multiple Factor Analysis results
milk

milk
summary.CaGalt

Printing summaries of CaGalt objects
print.catdes

Print the catdes results
GPA

Generalised Procrustes Analysis
print.LinearModel

Print the LinearModel results
tab.disjonctif.prop

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

Print the AovSum results
print.MCA

Print the Multiple Correspondance Analysis (MCA) results
print.condes

Print the condes results
mortality

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

Draw the Dual Multiple Factor Analysis (DMFA) graphs
print.FAMD

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

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

Predict projection for new rows with Correspondence Analysis
print.MFA

Print the Multiple Factor Analysis results
plot.FAMD

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

Print the Generalized Procrustes Analysis (GPA) results
senso

senso
reconst

Reconstruction of the data from the PCA, CA or MFA results
plot.MCA

Draw the Multiple Correspondence Analysis (MCA) graphs
predict.LinearModel

Predict method for Linear Model Fits
predict.MCA

Predict projection for new rows with Multiple Correspondence Analysis
plot.MFA

Draw the Multiple Factor Analysis (MFA) graphs
print.CA

Print the Correspondance Analysis (CA) results
plotellipses

Draw confidence ellipses around the categories
summary.CA

Printing summeries of ca objects
simule

Simulate by bootstrap
tea

tea (data)
print.PCA

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

Printing summeries of MCA objects
print.CaGalt

Print the Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt) results
wine

Wine
poison

Poison
summary.PCA

Printing summeries of PCA objects
svd.triplet

Singular Value Decomposition of a Matrix
summary.MFA

Printing summaries of MFA objects
write.infile

Print in a file
textual

Text mining