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Estimating and Combining National Income Distributions using Limited Data

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Author Info
Duangkamon Chotikapanich
William E. Griffiths
D.S. Prasada Rao

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Abstract

A major problem encountered in studies of income inequality at regional and global levels is the estimation of income distributions from data that are in a summary form. In this paper we estimate national and regional income distributions within a general framework that relaxes the assumption of constant income within groups. A technique to estimate the parameters of a beta-2 distribution using grouped data is proposed. Regional income distribution is modelled using a mixture of country-specific distributions and its properties are examined. The techniques are used to analyse national and regional inequality trends for eight East Asian countries and two benchmark years, 1988 and 1993.

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File URL: http://www.economics.unimelb.edu.au/SITE/research/workingpapers/wp05/926.pdf
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Paper provided by The University of Melbourne in its series Department of Economics - Working Papers Series with number 926.

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Length: 36 pages
Date of creation: 2005
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Handle: RePEc:mlb:wpaper:926

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Related research
Keywords: Gini coefficient beta-2 distribution

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Find related papers by JEL classification:
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation
C16 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Econometric and Statistical Methods; Specific Distributions
D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution

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  1. McDonald, James B & Ransom, Michael R, 1979. "Functional Forms, Estimation Techniques and the Distribution of Income," Econometrica, Econometric Society, vol. 47(6), pages 1513-25, November. [Downloadable!] (restricted)
  2. Wilfling, Bernd, 1996. "Lorenz ordering of generalized beta-II income distributions," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 381-388. [Downloadable!] (restricted)
  3. McDonald, James B. & Xu, Yexiao J., 1995. "A generalization of the beta distribution with applications," Journal of Econometrics, Elsevier, vol. 69(2), pages 427-428, October. [Downloadable!] (restricted)
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  4. Branko Milanovic, 2003. "The Ricardian Vice: Why Sala-i-Martin’s calculations of world income inequality are wrong," HEW 0305003, EconWPA. [Downloadable!]
  5. Steve Dowrick & Muhammad Akmal, 2005. "CONTRADICTORY TRENDS IN GLOBAL INCOME INEQUALITY: A TALE OF TWO BIASES ," Review of Income and Wealth, Blackwell Publishing, vol. 51(2), pages 201-229, 06. [Downloadable!] (restricted)
  6. Quah, Danny, 2002. "One Third of the World's Growth and Inequality," CEPR Discussion Papers 3316, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  7. McDonald, James B, 1984. "Some Generalized Functions for the Size Distribution of Income," Econometrica, Econometric Society, vol. 52(3), pages 647-63, May. [Downloadable!] (restricted)
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