Section: New Results

Axis 1: Model-Based Co-clustering with Co-variables

Participant : Serge Iovleff.

This work has been motivated by an epidemiological and genetic survey of malaria disease in Senegal. Data were collected between 1990 and 2008. It is based on a latent block model taking into account the problem of grouping variables and clustering individuals by integrating information given by a set of co-variables. Numerical experiments on simulated data sets and an application on real genetic data highlight the interest of this approach. An article has been submitted to Journal of Classification and should incorporate “Major Revisions”.