Multivariate Exploratory Data Analysis and Data Mining

---

Documentation for package ‘FactoMineR’ version 2.11

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

FactoMineR-package	Multivariate Exploratory Data Analysis and Data Mining with R
AovSum	Analysis of variance with the contrasts sum (the sum of the coefficients is 0)
autoLab	Function to better position the labels on the graphs
CA	Correspondence Analysis (CA)
CaGalt	Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt)
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)
descfreq	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 Analysis
FactoMineR	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 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
MCA	Multiple Correspondence Analysis (MCA)
meansComp	Perform pairwise means comparisons
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 Lexical Table (CaGalt) graphs
plot.catdes	Plots for description of clusters (catdes)
plot.DMFA	Draw the Dual Multiple Factor Analysis (DMFA) graphs
plot.FAMD	Draw the Multiple Factor Analysis for Mixt Data graphs
plot.GPA	Draw the General Procrustes Analysis (GPA) map
plot.HCPC	Plots for Hierarchical Classification on Principle Components (HCPC) results
plot.HMFA	Draw the Hierarchical Multiple Factor Analysis (HMFA) graphs
plot.MCA	Draw the Multiple Correspondence Analysis (MCA) graphs
plot.meansComp	Draw the means comparisons
plot.MFA	Draw the Multiple Factor Analysis (MFA) graphs
plot.PCA	Draw the Principal Component Analysis (PCA) graphs
plotellipses	Draw confidence ellipses around the categories
plotGPApartial	Draw an interactive General Procrustes Analysis (GPA) map
plotMFApartial	Plot an interactive Multiple Factor Analysis (MFA) graph
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 Data
predict.LinearModel	Predict method for Linear Model Fits
predict.MCA	Predict projection for new rows with Multiple Correspondence Analysis
predict.MFA	Predict projection for new rows with Multiple Factor Analysis
predict.PCA	Predict projection for new rows with Principal Component Analysis
prefpls	Scatter plot and additional variables with quality of representation contour lines
print.AovSum	Print the AovSum results
print.CA	Print the Correspondance Analysis (CA) results
print.CaGalt	Print the Correspondence Analysis on Generalised Aggregated Lexical Table (CaGalt) results
print.catdes	Print the catdes results
print.condes	Print the condes results
print.FAMD	Print the Multiple Factor Analysis of mixt Data (FAMD) results
print.GPA	Print the Generalized Procrustes Analysis (GPA) results
print.HCPC	Print the Hierarchical Clustering on Principal Components (HCPC) results
print.HMFA	Print the Hierarchical Multiple Factor Analysis results
print.LinearModel	Print the LinearModel 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