Abstract
Evaluating and selecting animals based on genomic information has been an increasingly promising tendency in breeding programs. Nevertheless, principal approaches to perform genomic prediction involve parametric methodologies and in the mostly cases only assume additive variance for the markers effects, ignoring possible cryptic non-linear effects. Considering such effects may be importan…