Modelling Income Distributions with Limited Data

Abstract

Minimum distance and maximum likelihood methods for estimating parametric income distributions from grouped data are summarized. Formulas for computing inequality and poverty measures from the parameters of the income distributions are presented. The paper is a convenient source for applied researchers wishing to estimate inequality and poverty from grouped data.