There is considerable debate about the methodologies used to estimate
VNTR (Variable Number of Tandem Repeats) multi-locus genotype frequenc
ies or odds of inclusion in forensic cases. To compare two of the meth
ods in use, allele frequency distributions among six populations were
compared and the effect of population heterogeneity on VNTR multi-locu
s genotype frequency estimation was examined. Genotype frequencies est
imated from single population data were one or two orders of magnitude
smaller than those estimated by picking the highest allele frequency
in a group of subpopulations to estimate genotype frequencies using a
ceiling principle. The average change does not appear to be very sensi
tive to the set of subpopulations used; four locus frequencies still g
ive inclusion odds of one in a million or less. We think that use of t
he ceiling principle solves both the statistical problem engendered by
subpopulation heterogeneity and the legal problem of assuming that th
e prepetrator and suspect belong to the same subpopulation. The counte
rintuitive fact of human genetic polymorphism is that it is easier to
identify an individual than it is to identify the subpopulation, ethni
c group or race to which that individual belongs.