The consistency and asymptotic normality of estimators for two classes
of poverty indices, decomposable indices, and Sen-like indices is dem
onstrated. Asymptotic variance expressions are obtained that allow for
easy distribution-free statistical inference on the resulting estimat
es. An empirical example using Canadian microdata demonstrates the fea
sibility and usefulness of the techniques.