In this focus group Prof. Gianola and Prof. Schön will develop new methods for predicting complex traits in plant and animal breeding and in human or veterinary medicine using genomic information and statistical learning techniques. The goal is to develop methodology that accounts for the highly-dimensional nature of genomic information as well as genome complexity, from the perspective of genetic improvement of agricultural species, as well as personalized prediction of treatment outcomes in medicine.