A flat, scale-free, low-density cold dark matter model with a positive
cosmological constant is one of the surviving scenarios after the COB
E discovery of large-scale anisotropy in the cosmic background radiati
on. We calculate the expected properties of the model when normalized
to the anisotropy measured by COBE, for various large-scale structure
observations: the CfA and IRAS galaxy power spectra, the galaxy peculi
ar velocities, the bulk-flow motion, the APM galaxy angular correlatio
n function, and the cluster mass function. Several effects due to the
cosmological constant and properties of primordial fluctuations from i
nflation are taken into account. We find that a flat model (OMEGA + OM
EGA(LAMBDA) = 1) with OMEGAh almost-equal-to 0.25-0.3 is consistent wi
th all the above large-scale structure observations. A value of OMEGA
greater than or similar to 0.3-0.4 is also consistent with the observe
d age of the globular clusters and a galaxy bias of b approximately 1.
5. The streaming velocity test fits the data at the 1.6 sigma level an
d appears to be a critical test for the model.