Allelic association has proven useful to refine the location of major genes
prior to positional cloning, but it is of uncertain value for genome scans
in complex inheritance. We have extended kinship theory to give informatio
n content for linkage and allelic association. Application to pairs of clos
ely linked markers as a surrogate for marker x oligogene pairs indicates th
at association is largely determined by regional founders, with little effe
ct of subsequent demography. Sub-Saharan Africa has the least allelic assoc
iation, consistent with settlement of other regions by small numbers of fou
nders. Recent speculation about substantial advantages of isolates over lar
ge populations, of constant size over expansion, and of F-1 hybrids over in
crosses is not supported by theory or data. On the contrary, fewer affected
cases, less opportunity for replication, and more stochastic variation ten
d to make isolates less informative for allelic association, as they are fo
r linkage.