We compare the statistical properties of J = 1 --> 0 (CO)-C-13 spectra obse
rved in the Perseus molecular cloud with synthetic J = 1 --> 0 (CO)-C-13 sp
ectra, computed solving the non-LTE radiative transfer problem for a model
cloud obtained as solutions of the three-dimensional magnetohydrodynamic (M
HD) equations. The model cloud is a randomly forced super-Alfvenic and high
ly supersonic turbulent isothermal flow. The purpose of the present work is
to test if idealized turbulent flows, without self-gravity, stellar radiat
ion, stellar outflows, or any other effect of star formation, are inconsist
ent or not with statistical properties of star-forming molecular clouds. We
present several statistical results that: demonstrate remarkable similarit
y between real data and the synthetic cloud. Statistical properties-of mole
cular clouds like Perseus are appropriately described by random supersonic
and super-Alfvenic MHD flows. Although the description of gravity and stell
ar radiation are essential to understand the formation of single protostars
and the effects of star formation in the cloud dynamics, the overall descr
iption of the cloud and of the initial conditions for star formation can ap
parently be provided on intermediate scales without accounting for gravity,
stellar radiation, and a detailed modeling of stellar outflows. We also sh
ow that the relation between equivalent line width and integrated antenna t
emperature indicates the presence of a relatively strong magnetic field in
the core B1, in agreement with Zeeman splitting measurements.