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Distributional dominance with dirty data

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  • Cowell, Frank
  • Victoria-Feser, Maria-Pia

Abstract

Distributional dominance criteria are commonly applied to draw welfare in- ferences about comparisons, but conclusions drawn from empirical imple- mentations of dominance criteria may be inßuenced by data contamination. We examine a non-parametric approach to reÞning Lorenz-type comparisons and apply the technique to two important examples from the LIS data-base.

Suggested Citation

  • Cowell, Frank & Victoria-Feser, Maria-Pia, 2001. "Distributional dominance with dirty data," LSE Research Online Documents on Economics 2239, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:2239
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    1. Moyes, Patrick, 1987. "A new concept of Lorenz domination," Economics Letters, Elsevier, vol. 23(2), pages 203-207.
    2. Amiel, Yoram & Cowell, Frank, 1994. "Monotonicity, dominance and the Pareto principle," Economics Letters, Elsevier, vol. 45(4), pages 447-450, August.
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    4. Cowell, Frank A & Victoria-Feser, Maria-Pia, 1996. "Robustness Properties of Inequality Measures," Econometrica, Econometric Society, vol. 64(1), pages 77-101, January.
    5. Frank A. Cowell & Maria-Pia Victoria-Feser, 2002. "Welfare Rankings in the Presence of Contaminated Data," Econometrica, Econometric Society, vol. 70(3), pages 1221-1233, May.
    6. Frank A Cowell & Maria-Pia Victoria-Feser, 1999. "Statistical Inference for Welfare under Complete and Incomplete Information," STICERD - Distributional Analysis Research Programme Papers 47, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    7. Bishop, John A. & Formby, John P. & Thistle, Paul D., 1991. "Rank dominance and international comparisons of income distributions," European Economic Review, Elsevier, vol. 35(7), pages 1399-1409, October.
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    12. Ben-Horim, Moshe, 1990. "Stochastic Dominance and Truncated Sample Data," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 13(2), pages 105-116, Summer.
    13. Brigitte Buhmann & Lee Rainwater & Guenther Schmaus & Timothy M. Smeeding, 1988. "Equivalence Scales, Well‐Being, Inequality, And Poverty: Sensitivity Estimates Across Ten Countries Using The Luxembourg Income Study (Lis) Database," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 34(2), pages 115-142, June.
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    16. Cowell, Frank A, 1984. "The Structure of American Income Inequality," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 30(3), pages 351-375, September.
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    18. Coulter, Fiona A E & Cowell, Frank A & Jenkins, Stephen P, 1992. "Equivalence Scale Relativities and the Extent of Inequality and Poverty," Economic Journal, Royal Economic Society, vol. 102(414), pages 1067-1082, September.
    19. Rubin Saposnik, 1983. "On evaluating income distributions: Rank dominance, the Suppes-Sen grading principle of justice, and Pareto optimality," Public Choice, Springer, vol. 40(3), pages 329-336, January.
    20. Buhmann, Brigitte, et al, 1988. "Equivalence Scales, Well-Being, Inequality, and Poverty: Sensitivity Estimates across Ten Countries Using the Luxembourg Income Study (LIS) Database," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 34(2), pages 115-142, June.
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    1. Cowell, Frank & Litchfield, Julie & Mercader-Prats, Magda, 1999. "Income inequality comparisons with dirty data: the UK and Spain during the 1980s," LSE Research Online Documents on Economics 2240, London School of Economics and Political Science, LSE Library.
    2. Frank A Cowell & Maria-Pia Victoria-Feser, 2001. "Robust Lorenz Curves: A Semiparametric Approach," STICERD - Distributional Analysis Research Programme Papers 50, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    3. Lubrano, Michel & Protopopescu, Camelia, 2004. "Density inference for ranking European research systems in the field of economics," Journal of Econometrics, Elsevier, vol. 123(2), pages 345-369, December.
    4. Frank Cowell & Maria-Pia Victoria-Feser, 2003. "Distribution-Free Inference for Welfare Indices under Complete and Incomplete Information," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(3), pages 191-219, December.
    5. Josep Oliver Alonso & Xavier Ramos & José Luis Raymond-Bara, 2001. "Recent trends in Spanish Income Distribution: A Robust Picture of Falling Income Inequality," Working Papers wp0107, Department of Applied Economics at Universitat Autonoma of Barcelona.

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    More about this item

    Keywords

    Distributional dominance; Lorenz curve; robustness;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

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