Stability of principal component analysis studied by the bootstrap method
Résumé
The Bootstrap method allows to study the stability of the results of Principal Component Analysis without any underlying assumption. Several ways to apply this method are available. Some are equivalent and comparisons are made between the others. An index of stability of projection subspaces is given. Several examples are presented.