The posterior mean of a multinomial-Dirichlet model with uniform prior fit to data on allele prevalence in initial episodes. Because the model is fit to allele prevalence (observed) not allele frequency (would requires integrating-out unknown multiplicities of infection) it is liable to underestimate the frequencies of common alleles and overestimate those of rare but detected alleles.