We analyze the consequences of models of structure formation for highe
r order (n-point) galaxy correlation functions in the mildly nonlinear
regime. Several variations of the standard Omega=1 cold dark matter m
odel with scale-invariant primordial perturbations have recently been
introduced to obtain more power on large scales, R(p) similar to 20 h(
-1) Mpc, e.g., low matter-density (nonzero cosmological constant) mode
ls, ''tilted'' primordial spectra, and scenarios with a mixture of col
d and hot dark matter. They also include models with an effective scal
e-dependent bias, such as the cooperative galaxy formation scenario of
Bower et al. We show that higher-order (n-point) galaxy correlation f
unctions can provide a useful test of such models and can discriminate
between models with true large-scale power in the density field and t
hose where the galaxy power arises from scale-dependent bias: a bias w
ith rapid scale dependence leads to a dramatic decrease of the hierarc
hical amplitudes Q(J) at large scales, r greater than or similar to R(
p). Current observational constraints on the three-point amplitudes Q(
3) and S-3 can place limits on the bias parameter(s) and appear to dis
favor, but not yet rule out, the hypothesis that scale-dependent bias
is responsible for the extra power observed on large scales.