This paper discusses the problems that are encountered when dynamic, discre
te choice models are specified with continuous, serially correlated state v
ariables. A variety of approximation methods that can deal with these probl
ems is examined, and an empirical example that allows continuous variables
to be serially correlated is presented. Copyright (C) 2000 John Wiley & Son
s, Ltd.