“…The effect is usually found in the fixed part of the model (Wilmink, 1987, Meyer et al, 1989. As seen from the literature, most authors treated only the additive genetic effect in the random part of the model in dairy cattle (Danell, 1982, Wilmink, 1987, Meyer et al, 1989 as well as in dairy sheep (Baro et al, 1994, Serrano et al, 2001, Volanis et al, 2002. Some of them (Swalve, 1995, Kominakis et al, 2001, Ilatsia et al, 2006, Tonhati et al, 2008 included the permanent environment effect over lactations in the random part as we did.…”