“…We want to emphasize that this approach is able to generate realistic dependence structures for markers as well as expressions. Real marker data was obtained from the CEPH genotype database (Dausset et al, 1990). Fifteen families from the CEPH/Utah family collection were selected with the family identifiers 1334, 1340, 1345, 1346, 1349, 1350, 1358, 1362, 1375, 1377, 1408, 1418, 1421, 1424 and 1477.…”