This paper concerns the estimation of an intertemporal model for labou
r supply and consumption that recognises the presence of nonworkers an
d which is cast in a structural optimising framework that allows for u
ncertainly. Through the utilisation of a micro-data source that measur
es consumption and labour supply we are able to estimate a flexible pr
eference model which incorporates corner solutions and uncertainty.