The quantum statistical properties of photon fields can be characteriz
ed by the counting probability known as the Kelley-Kleiner- or Glauber
-formula. For the population statistics of an atomic beam, interacting
with a quantized cavity field, an equivalent analytical approach does
not exist yet. Here we present a concept for evaluating the atomic co
unting probability, the waiting-time distribution and the ''two-atom c
orrelation'' function for a Poissonian atomic beam exiting the micro-m
aser cavity. We show by an analytical treatment how the waiting-time d
istribution converges into the atom correlation function for vanishing
detection efficiency.