FactoMineR's tutorials
Performing PCA with FactoMineR
- Video on how to perform PCA with FactoMineR
- Video on the package FactoShiny that gives a graphical interface of FactoMineR and that allows you to draw interactive plots.
FactoShiny is described with PCA and clustering but it can also be used for any principal component methods (PCA, CA, MCA or MFA).
- Tools to interpret the results obtained by principal component methods
- Rcode examples
- Wines data set (used in the PCA course): R code and script with the outputs
- Decathlon data set (used in the Facto's tutorial): R code and script with the outputs
Performing CA with FactoMineR
- Video on how to perform CA with FactoMineR
- Rcode examples
- Nobel data set (used in the CA course): R code and script with the outputs
- Birth data set (used in the Facto's tutorial): R code and script with the outputs
Performing MCA with FactoMineR
- Video on how to perform MCA with FactoMineR
- Rcode examples
- Hobbies data set (used in the MCA course): R code and script with the outputs
- Tea data set (used in the Facto's tutorial): R code and script with the outputs
Performing clustering with FactoMineR
- Video on how to perform Clustering with FactoMineR
- Rcode examples
- Temperatures in European countries data set (used in the clustering course): R code and script with the outputs
- Decathlon data set (used in the Facto's tutorial): R code and script with the outputs
Performing MFA with FactoMineR
- Video on how to perform MFA with FactoMineR
- Rcode examples
- Sensory description data set (used in the MFA course): R code and script with the outputs
- Wines data set (used in the Facto's tutorial, available in FactoMineR): R code
The Graphical User Interfaces
Several graphical interfaces are available for FactoMineR
- The interface Factoshiny allows you to perform principal component method with a menu and to draw interactive graphs: see the description.
- The RcmdrPlugin.FactoMineR is an RcmdrPlugin for FactoMineR: see a description and how to install it.
Automatic Reporting with FactoInvestigate
The package FactoInvestigate can propose you an automatic interpretation of your results obtained with PCA, CA or MCA.
See the section Automatic reporting to have a description of this package.
