  We consider a spiked population model, proposed by Johnstone, whose
population eigenvalues are all unit except for a few fixed eigenvalues. The
question is to determine how the sample eigenvalues depend on the non-unit
population ones when both sample size and population size become large. This
paper completely determines the almost sure limits for a general class of
samples.
