Population geneticists have long been interested in the behavior of ra
re variants. The definition of a rare variant has been the subject of
some debate, centered mainly on whether alleles with small relative fr
equency should be considered rare, or whether alleles with small numbe
rs should be. We study the behavior of the counts of rare alleles in s
amples taken from a population genetics model that allows for selectio
n and infinitely-many-alleles mutation structure. We show that in larg
e samples the counts of rare alleles - those represented once, twice,
... - are approximately distributed as a Poisson process, with a param
eter that depends on the total mutation rate, but not on the selection
parameters. This result is applied to the problem of estimating the f
raction of neutral mutations.