Estimation of Lorenz curves: a Bayesian nonparametric approach

In this article, we estimate Lorenz curves using the recent development of the Bayesian nonparametric method with Dirichlet process prior. We also consider contaminated observations of income and propose a method for removing these contaminated observations. Further, we present examples using both simulated data and real data to illustrate our approach.