V. Springel et Sdm. White, ESTIMATES FOR THE LUMINOSITY FUNCTION OF GALAXIES AND ITS EVOLUTION, Monthly Notices of the Royal Astronomical Society, 298(1), 1998, pp. 143-152
A new method is presented to obtain a non-parametric maximum Likelihoo
d estimate of the luminosity function and the selection function of a
flux-limited redshift survey. The method parametrizes the selection fu
nction as a series of stepwise power laws and allows possible evolutio
n of the luminosity function. We also propose a new technique to estim
ate the rate of evolution of the luminosity function. This is based on
a minimization of the observed large-scale power with respect to the
evolutionary model. We use an ensemble of mock surveys extracted from
an N-body simulation to verify the power of this method. We apply our
estimators to the 1.2-Jy survey of IRAS galaxies. We find a far-infrar
ed luminosity function in good agreement with previously published res
ults and evidence for rather strong evolution. If the comoving number
density of IRAS galaxies is assumed to scale proportional to(1 + z)(P)
, we estimate P = 4.3 +/- 1.4.