In order to investigate the performance of haplotype frequency estimat
ion methods using unrelated individuals, we compared the results of th
ree estimation methods with those from the haplotypes deduced from fam
ily pedigrees. To chat end we used the HLA phenotypes of the parents o
f 1040 families as data for the estimation methods and the full pedigr
ee information as data for the deductive method. We evaluated the resu
lts of the following estimation methods: the method using two by two t
ables described by Mattiuz et al., the maximum likelihood method descr
ibed by Yasuda and Tsuji and a crude method that uses the information
on homozygosity in the phenotypes. All estimation methods generate rel
iable haplotype frequencies for the more frequent haplotypes, but are
unreliable for the less frequent haplotypes. The maximum likelihood es
timation method shows the Lest overall correlation with the results of
the deductive method. Human Immunology 59, 518-523 (1998). (C) Americ
an Society for Histocompatibility and Immunogenetics, 1998. Published
by Elsevier Science Inc.