Allelic association between pairs of loci is derived in terms of the associ
ation probability rho as a function of recombination theta, effective popul
ation size N, linear systematic pressure v, and time t, predicting both rho
(rt), the decrease of association from founders and rho (ct), the increase
by genetic drift, with rho (t) = rho (rt) + rho (ct). These results confor
m to the Malecot equation, with time replaced by distance on the genetic ma
p, or on the physical map if recombination in the region is uniform. Earlie
r evidence suggested that rho is less sensitive to variations in marker all
ele frequencies than alternative metrics for which there is no probability
theory. This robustness is confirmed for six alternatives in eight samples.
In none of these 48 tests was the residual variance as small as for rho. O
verall, efficiency was less than 80% for all alternatives, and less than 30
% for two of them, Efficiency of alternatives did not increase when informa
tion was estimated simultaneously. The swept radius within which substantia
l values of rho are conserved lies between 385 and 893 kb, but deviation of
parameters between measures is enormously significant. The large effort no
w being devoted to allelic association has little value unless the rho metr
ic with the strongest theoretical basis and least sensitivity to marker all
ele frequencies is used for mapping of marker association and localization
of disease loci.