Journal
JOURNAL OF ECONOMETRICS
Volume 115, Issue 2, Pages 277-291Publisher
ELSEVIER SCIENCE SA
DOI: 10.1016/S0304-4076(03)00098-8
Keywords
Dirichlet process; Gini index; income distribution; inequality; Markov chain Monte Carlo (MCMC)
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In this article, we estimate Lorenz curves using the recent development of the Bayesian non-parametric 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. (C) 2003 Elsevier Science B.V. All rights reserved.
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