Discusses the efficiency of generations for estimating marker-associated quantitative trait loci (QTL) effects by multiple regression. Double haploid (DH) lines as the most efficient generation for estimating additive effects; North Carolina design as the most inefficient; Dominance effects' less efficient estimation than additive effects.