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Abstract

The temptation to seek multivariate generalizations of majorization and the Lorenz order is strong, and has not been resisted. In an income setting it is reasonable to consider income from several sources or income in incommensurable units. In fact, the idea that income can be measured undimensionally is perhaps the radical point of view, and interest should center on multivariate measures of income. Let us first consider various possible multivariate generalizations of majorization.

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References

  • Arnold, B. C. (1987). Majorization and the Lorenz order: A brief introduction. Lecture notes in statistics (Vol. 43). Berlin: Springer.

    Google Scholar 

  • Arnold, B. C. (2015b). Pareto distributions (2nd ed.). Boca Raton, FL: CRC Press, Taylor & Francis Group.

    Google Scholar 

  • Arnold, B. C., & Sarabia, J. M. (2018). Analytic expressions for multivariate Lorenz surfaces (submitted)

    Google Scholar 

  • Bairamov, I., & Kotz, S. (2003). On a new family of positive quadrant dependent bivariate distributions. International Journal of Mathematics, 3, 1247–1254.

    Google Scholar 

  • Darbellay, G. A., & Vajda, I. (2000). Entropy expressions for multivariate continuous distributions. IEEE Transactions on Information Theory, 46, 709–712.

    Google Scholar 

  • Elton, J., & Hill, T. P. (1992). Fusions of a probability distribution. Annals of Probability, 20, 421–454.

    Google Scholar 

  • Huang, J. S., & Kotz, S. (1999). Modifications of the Farlie-Gumbel-Morgenstern distributions a tough hill to climb. Metrika, 49, 135–145.

    Google Scholar 

  • Joe, H., & Verducci, J. (1992). Multivariate majorization by positive combinations. In M. Shaked & Y. L. Tong (Eds.), Stochastic inequalities. IMS lecture notes - Monograph series (Vol. 22, pp. 159–181).

    Google Scholar 

  • Kakwani, N. C. (1977). Applications of Lorenz curves in economic analysis. Econometrica, 45, 719–728.

    Google Scholar 

  • Karlin, S., & Rinott, Y. (1988). A generalized Cauchy-Binet formula and applications to total positivity and majorization. Journal of Multivariate Analysis, 27, 284–299.

    Google Scholar 

  • Koshevoy, G. (1995). Multivariate Lorenz majorization. Social Choice and Welfare, 12, 93–102.

    Google Scholar 

  • Koshevoy, G., & Mosler, K. (1996). The Lorenz zonoid of a multivariate distribution. Journal of the American Statistical Association, 91, 873–882.

    Google Scholar 

  • Koshevoy, G., & Mosler, K. (1997). Multivariate Gini indices. Journal of Multivariate Analysis, 60, 252–276.

    Google Scholar 

  • Lee, M.-L. T. (1996). Properties and applications of the Sarmanov family of bivariate distributions. Communications in Statistics, Theory and Methods, 25, 1207–1222.

    Article  MathSciNet  Google Scholar 

  • Lunetta, G. (1972). Di un indice di cocentrazione per variabili statistische doppie. Annali della Facoltá di Economia e Commercio dell Universitá di Catania, A 18.

    Google Scholar 

  • Marshall, A. W., Olkin, I., & Arnold, B. C. (2011). Inequalities: Theory of majorization and its applications (2nd ed.). New York: Springer.

    Google Scholar 

  • Meyer, P. A. (1966). Probability and potentials. Waltham, MA: Blaisdell.

    Google Scholar 

  • Mosler, K. (2002). Multivariate dispersion, central regions and depth: The lift Zonoid approach. Lecture notes in statistics (Vol. 165). Berlin: Springer.

    Google Scholar 

  • Sarabia, J. M., & Jordá, V. (2013). Modeling Bivariate Lorenz Curves with Applications to Multidimensional Inequality in Well-Being. Fifth ECINEQ Meeting, Bari, Italy, 201. Document available at: http://www.ecineq.org/ecineq_bari13/documents/booklet05.pdf

  • Sarabia, J. M., & Jordá, V. (2014a). Bivariate Lorenz curves based on the Sarmanov-Lee distribution. In V. B. Velas, S. Mignani, P. Monari, & L. Salmano (Eds.), Topics in statistical simulation. New York: Springer.

    Google Scholar 

  • Sarabia, J. M. , & Jordá, V. (2014b). Explicit expressions of the Pietra index for the generalized function for the size distribution of income. Physica A: Statistical Mechanics and Its Applications, 416, 582–595.

    Google Scholar 

  • Sarabia, J. M., Jordá, V., & Remuzgo, L. (2017a). The Theil indices in parametric families of income distributions - A short review. The Review of Income and Wealth, 63, 867–880.

    Google Scholar 

  • Taguchi, T. (1972a). On the two-dimensional concentration surface and extensions of concentration coefficient and Pareto distribution to the two dimensional case-I. Annals of Institute of Statistical Mathematics, 24, 355–382.

    Google Scholar 

  • Taguchi, T. (1972b). On the two-dimensional concentration surface and extensions of concentration coefficient and Pareto distribution to the two dimensional case-II. Annals of Institute of Statistical Mathematics, 24, 599–619.

    Google Scholar 

  • Whitt, W. (1980). The effect of variability in the GI/G/s queue. Journal of Applied Probability, 17, 1062–1071.

    Google Scholar 

  • Zografos, K., & Nadarajah, S. (2005). Expressions for Renyi and Shannon entropies for multivariate distributions. Statistics & Probability Letter, 71, 71–84.

    Google Scholar 

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Arnold, B.C., Sarabia, J.M. (2018). Multivariate Majorization and Multivariate Lorenz Ordering. In: Majorization and the Lorenz Order with Applications in Applied Mathematics and Economics. Statistics for Social and Behavioral Sciences. Springer, Cham. https://doi.org/10.1007/978-3-319-93773-1_7

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