News bulletin

A new book was just released: Exploratory Multivariate Analysis by Example using R

A french version of the FactoMineR's Rcmdr plug-in is available!

dynGraph: a new package for exploring dynamically graphical outputs is now released!

A description of FactoMineR is available in "FactoMineR: an R package for multivariate analysis", Journal of Statistical Software.

A presentation of Multiple Factor Analysis or how to handle multi-way data tables.

About FactoMineR

FactoMineR is an R package dedicated to multivariate exploratory analysis (the French way). It is developped and maintained by F. Husson*, J. Josse*, S. Lê*, from Agrocampus Rennes, and J. Mazet.

Why Use FactoMineR?

  1. It performs classical methods such as Principal Components Analysis (PCA), Correspondence analysis (CA), Multiple Correspondence Analysis (MCA) as well as more advanced methods.
  2. It allows to add supplementary informations such as supplementary individuals and/or variables.
  3. It provides a geometrical point of view and a lot of graphical outputs.
  4. It provides a lot of helps to interpret (automatic description of the dimensions, various indicators, ...).
  5. It can take into account a structure on the data (structure on the variables, hierarchy on the variables, structure on the individuals).
  6. A GUI is available.

Installing FactoMineR and its Graphical User Interface

You have the possibility to install FactoMineR just as an usual R package or to install FactoMineR and its GUI, in order to perform multivariate analysis in a more user-friendly way.

Installing FactoMineR...

  1. Download the R software at the following adress: http://lib.stat.cmu.edu/R/CRAN/.
  2. Download the FactoMineR package: you can download the Package from the CRAN or from this site (FactoMineR 1.14: Linux, Windows).
  3. Download FactoMineR in your R session by writing the following line code:
  4. library(FactoMineR)

...and its GUI

  1. Open the R software.
  2. Copy and paste the following line code: (be careful, you have to be connected to internet):
  3. Download FactoMineR in your R session by writing the following line code:
  4. source("http://factominer.free.fr/install-facto.r") Or, for the french version: source("http://factominer.free.fr/install-facto-fr.r")

  5. Answer "yes" to all the questions.

Loading FactoMineR and its Graphical User Interface

FactoMineR is then included in the R commander environment. You now beneficiate from all the functionality proposed in the Rcmdr package and consequently have now a very pleasant working environment.
Every time you want to realize multivariate analysis with FactoMineR and its GUI:

  1. Load FactoMineR for each new R session by typing the following line code:
  2. library(FactoMineR)

  3. Or load FactoMineR and its GUI for each new R session by typing the following line code:
  4. library(Rcmdr)