We study the statistics of gamma-ray bursts, assuming that gamma-ray bursts
are cosmological and that they are beamed in the form of a conical jet wit
h a large bulk Lorentz factor of similar to 100. In such a conic beam, the
relativistic ejecta may have a spatial variation in the bulk Lorentz factor
and the density distribution of gamma-ray-emitting jet material. An appare
nt luminosity function arises because the axis of the cone is randomly orie
nted with respect to the observer's line of sight. The width and shape of t
he luminosity function are determined by the ratio of the beam opening angl
e of the conical jet to the inverse of the bulk Lorentz factor, when the bu
lk Lorentz factor and the jet material density are uniform on the photon-em
itting jet surface. We calculate the effect of spatial variation of the Lor
entz factor and the spatial density fluctuations within the cone on the lum
inosity function and the statistics of gamma-ray bursts. In particular, we
focus on the redshift distribution of the observed gamma-ray bursts. The ga
mma-ray bursts' maximum distance and average redshift are both strongly aff
ected by the beaming-induced luminosity function. The bursts with an angle-
dependent Lorentz factor that peaks at the center of the cone have substant
ially higher average gamma-ray burst redshifts. When both the jet material
density and the Lorentz factor are inhomogeneous in the conical beam, the a
verage redshift of the bursts could be 10 times higher than for the case in
which the relativistic jet is completely homogeneous and structureless. Ev
en the simplest models for the gamma-ray burst jets and their apparent lumi
nosity distributions have a significant effect on the redshift distribution
of the gamma-ray bursts.