Recent experiments on atomic-scale metallic contacts have shown that t
he quantization of the conductance appears clearly only after the aver
age of the experimental results. Motivated by these results we have an
alyzed a simplified model system in which a narrow neck is randomly co
upled to wide ideal leads, both in absence and presence of time revers
al invariance. Based on random matrix theory we study analytically the
probability distribution for the conductance of such system. As the w
idth of the leads increases the distribution becomes sharply peaked cl
ose to an integer multiple of the quantum of conductance. Our results
suggest a possible statistical origin of conductance quantization in a
tomic-scale metallic contacts. [S0163-1829(98)04604-9].