Properties of infinite sequences of exchangeable random variables result di
rectly in explicit expressions for calculating asymptotic densities of eige
nvalues p(infinity)(lambda) of any ensemble of random matrices H whose dist
ribution depends only on tr((HH)-H-dagger), where H-dagger is the Hermitian
conjugate of H. For real symmetric matrices and for Hermitian matrices, th
e densities p(infinity)(lambda) are constructed by summing up Wigner semici
rcles with varying radii and weights as confirmed by Monte Carlo simulation
s. Extensions to more general matrix ensembles are also considered. [S1063-
651X(99)09504-5].