Using a newly available comprehensive micro-data set we examine changes in the shape of the Brazilian income distribution during the "lost decade" of the 1980s. We adopt alternative parametric and non-parametric approaches to modelling the distribution. We show that inequality changed...

We show how a collection of results in the literature on the empirical estimation of welfare indicators from sample data can be unified. We also demonstrate how some of these ideas can be extended to empirically important cases where the data have been trimmed or censored.