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Central Limit Theorems for S-Gini and Theil Inequality Coefficients

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Author Info
Pablo Martínez-Camblor ()
Abstract

The Hungarian Construction (Komlós et al. 1975) is used for getting a proof of asymptotic normality of S-Gini coefficient; this method is very interesting because it can be used to check asymptotic normality of other income inequality measures as Theil coefficient. Besides, explicit expressions of asymptotic means and variances are given for S-Gini and Theil estimators. Finally, to illustrate the performance of obtained results, we carry out a simulation study comparing the asymptotic and Smoothed Bootstrap approximations.

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File URL: http://www.ciencias.unal.edu.co/publicaciones/estadistica/rce/V30/v30n2a09Martinez.pdf
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Article provided by REVISTA COLOMBIANA DE ESTADISTICA in its journal Revista Colombiana de Estadística.

Volume (Year): (2007)
Issue (Month): ()
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Handle: RePEc:col:000163:004458

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  1. Corrado Crocetta & Nicola Loperfido, 2005. "The exact sampling distribution of L-statistics," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(2), pages 213-223. [Downloadable!]
  2. Chakravarty, Satya R, 1988. "Extended Gini Indices of Inequality," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 29(1), pages 147-56, February. [Downloadable!] (restricted)
  3. Yitzhaki, Shlomo, 1983. "On an Extension of the Gini Inequality Index," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 24(3), pages 617-28, October. [Downloadable!] (restricted)
  4. Donaldson, David & Weymark, John A., 1983. "Ethically flexible gini indices for income distributions in the continuum," Journal of Economic Theory, Elsevier, vol. 29(2), pages 353-358, April. [Downloadable!] (restricted)
  5. Zitikis, Ricardas, 2003. "Asymptotic Estimation Of The E-Gini Index," Econometric Theory, Cambridge University Press, vol. 19(04), pages 587-601, August. [Downloadable!]
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This page was last updated on 2009-11-27.


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