Abstract
QTL mapping is an important tool for identifying regions in chromosomes which are relevant to explain a quantitative trait. It is a special case of regression model where an unknown number of missing (non-observable) covariates, usually large, are involved leading to a complex variable selection modeling. It is also a special case of mixture models where one of the major challenge is to e…