This paper attempts to reproduce the time series properties of nominal
excess returns in a variety of financial markets using a representati
ve agent cash-in-advance model, modified to allow for time variation i
n the conditional variances of the exogenous processes. The exogenous
fundamental processes of the model are estimated from the data and the
remaining free parameters are estimated with a simulated method of mo
ments technique. Simulations demonstrate that the model can replicate
some of the predictability features of observed excess returns for the
period 1978-1991, but that it fails to account for the serial correla
tion and for the joint properties of one and three months excess retur
ns.