AUTALASSO: An automatic adaptive LASSO for genome-wide prediction

Genome-wide prediction has become the method of choice in animal and plant breeding. Prediction of breeding values and phenotypes are routinely performed using large genomic data sets with number of markers on the order of several thousands to millions.