The authors use finite mixture distribution theory to develop a segmen
tation model for targeting potential consumer durable buyers. The mode
l enables them to identify simultaneously durable replacer segments on
the basis of household characteristics and product ages and determine
which of the household characteristics are significant predictors of
segment membership. Using household data for five home appliances, the
authors present an empirical application of the model. They also disc
uss managerial implications and uses of this approach.