We compare two portfolios: in the heterogeneous portfolio the individual ri
sks are independent but not identically distributed. In the homogeneous por
tfolio the risks are independent and identically distributed. We compare th
e heterogeneous portfolio with two types of homogeneous portfolios. First,
we assume that the distribution of each risk in the homogeneous portfolio i
s a mixture with equal weights of the risks in the heterogeneous portfolio,
and get an upper bound for the heterogeneous portfolio. To get a lower bou
nd we assume that the risks in the homogeneous portfolio are the average of
the individual risks in the heterogeneous portfolio. (C) 2001 Elsevier Sci
ence B.V. All rights reserved.