A theory is presented (and supported by numerical simulations) for pha
se-coherent reflection of light by a disordered medium which either ab
sorbs or amplifies radiation. The distribution of reflection eigenvalu
es is shown to be the Laguerre ensemble of random-matrix theory. The s
tatistical fluctuations of the albedo (the ratio of reflected and inci
dent power) are computed for arbitrary ratio of sample thickness, mean
foe path, and absorption or amplification length. On approaching the
laser threshold all moments of the distribution of the albedo diverge.
Its modal value remains finite, however, and acquires an anomalous de
pendence on the illuminated surface area.