Maximum likelihood estimators for the parameters of a GI/G/1 queue are
derived based on the information on waiting times {W-t}, t = 1,...,n,
of n successive customers. The consistency and asymptotic normality o
f the estimators are established. A simulation study of the M/M/1 and
M/E-k/1 queues is presented.