If gamma-ray bursts are cosmological in origin, the sources are expect
ed to trace the large-scale structure of luminous matter in the univer
se. I use a new likelihood method that compares the counts-in-cells di
stribution of gamma-ray bursts in the BATSE 3B catalog with that expec
ted from the known large-scale structure of the universe, in order to
place a constraint on the distance scale to cosmological bursts. I fin
d, at the 95% confidence level, that the comoving distance to the ''ed
ge'' of the burst distribution is greater than 630 h(-1) Mpc (z > 0.25
), and that the nearest burst is farther than 40 h(-1) Mpc. The median
distance to the nearest burst is 170 h(-1) Mpc, implying that the tot
al energy released in gamma-rays during a burst event is of order 3 x
10(51) h(-2) ergs. None of the bursts that have been observed by BATSE
are in nearby galaxies, nor is a signature from the Coma Cluster or t
he ''Great Wall'' likely to be seen in the data at present.