Section: New Results

Semi-Linear Auto-Associative Model

Participant : Serge Iovleff.

We design a new model for data analysis which is a generalization of the probabilistic PCA. The interpretation properties of the PCA are preserved while presence of non-linear repartitions in data can be detected and adjusted using B-spline regression. This model has been published in [18] .