Although the literature contains a number of suggestions for dealing with p
roblems caused by a preponderance of zero expenditure observations that fre
quently occur in micro level budget studies, in general, these suggestions
seem to be either empirically intractable or theoretically unappealing. In
this paper it is argued that a natural theoretical specification can be mot
ivated by duality theory and that the statistical technique of compositiona
l data analysis provides a corresponding complementary stochastic specifica
tion. The resulting model is a consistent theoretical and stochastic specif
ication for handling the possibility of a zero demand over a range of expen
ditures and/or prices. The model is then applied to the 1988/89 Australian
Household Expenditure Survey.