Region 1 was created without LD, that is, the probabilities of all haplotypes were randomly generated, but we chose a restricted number of haplotypes to act as controls on the procedures we described above. Thirty haplotypes were chosen arbitrarily to carry the disease allele and their frequencies adjusted so that their sum equaled the disease gene frequency.