Auto-associative models, nonlinear Principal component analysis, manifolds and projection pursuit

Stéphane Girard, Serge Iovleff

In this paper, auto-associative models are proposed as candidates to the generalization of Principal Component Analysis. We show that these models are dedicated to the approximatio…