Eternally inflating universes can contain thermalized regions with differen
t values of the cosmological parameters. In particular, the spectra of dens
ity fluctuations should be different, because of the different realizations
of quantum fluctuations of the inflaton field. I discuss a general method
for calculating probability distributions for such variable parameters and
analyze the density fluctuation spectrum as aspecific application.