Research Article

Some properties of the Canberra inequality index

Volume: 46 Number: 6 December 1, 2017
EN

Some properties of the Canberra inequality index

Abstract

In this paper, we study some properties of the Canberra index which is based on Canberra distance function. Some features that required to an inequality index are investigated. Also we present explicit expression for the Canberra curve in some important inequality distributions. Further, we compare the Canberra curve with the traditional Lorenz curve. A simulation study based on fitted distribution to real income data is performed in order to investigate the asymptotic behavior of the proposed sampling estimator. Finally, the superiority of this index is illustrated by means of a real data set.

Keywords

References

  1. Arcagni, A. and Porro, F. The graphical reprensentation of inequality, Revista Colombiana de Estadistica 37 (2), 419-436, 2014.
  2. Arnold, B. C. On Zenga and Bonferroni curves, Metron 73 (1), 25-30, 2015.
  3. Bonferroni, C. E. Elementi di statistica generale, Università commerciale L. Bocconi, 1961.
  4. Cha, S. H. Comprehensive survey on distance measures between probability density function, International Journal of Mathematical Models and Methods in Applied Sciences 4, 343-356, 2007.
  5. Chakravarty, S. R. Extended Gini indices of inequality, International Economic Review 29, 147-156, 1988.
  6. Gini, C. Variabilita e mutabilita. Reprinted in Memorie di metodologica statistica (Ed. Pizetti E & Salvemini, T), Rome: Libreria Eredi Virgilio Veschi 1, 1912.
  7. Hoeffding, W. A class of statistics with asymptotically normal distribution, Journal of Annals of Mathematical Statistics 19, 293-325, 1948.
  8. Jedrzejczak, A. Estimation of concentration measures and their standard errors for income distributions in Poland, International Advanced Economic Research 18, 287–297, 2012.

Details

Primary Language

English

Subjects

Mathematical Sciences

Journal Section

Research Article

Authors

Shahryar Mirzaei This is me

Mohammad Amini This is me

Hadi Jabbari This is me

Publication Date

December 1, 2017

Submission Date

November 26, 2015

Acceptance Date

January 24, 2016

Published in Issue

Year 2017 Volume: 46 Number: 6

APA
Mirzaei, S., Borzadaran, G. R. M., Amini, M., & Jabbari, H. (2017). Some properties of the Canberra inequality index. Hacettepe Journal of Mathematics and Statistics, 46(6), 1159-1174. https://izlik.org/JA46NX29AZ
AMA
1.Mirzaei S, Borzadaran GRM, Amini M, Jabbari H. Some properties of the Canberra inequality index. Hacettepe Journal of Mathematics and Statistics. 2017;46(6):1159-1174. https://izlik.org/JA46NX29AZ
Chicago
Mirzaei, Shahryar, Gholam Reza Mohtashami Borzadaran, Mohammad Amini, and Hadi Jabbari. 2017. “Some Properties of the Canberra Inequality Index”. Hacettepe Journal of Mathematics and Statistics 46 (6): 1159-74. https://izlik.org/JA46NX29AZ.
EndNote
Mirzaei S, Borzadaran GRM, Amini M, Jabbari H (December 1, 2017) Some properties of the Canberra inequality index. Hacettepe Journal of Mathematics and Statistics 46 6 1159–1174.
IEEE
[1]S. Mirzaei, G. R. M. Borzadaran, M. Amini, and H. Jabbari, “Some properties of the Canberra inequality index”, Hacettepe Journal of Mathematics and Statistics, vol. 46, no. 6, pp. 1159–1174, Dec. 2017, [Online]. Available: https://izlik.org/JA46NX29AZ
ISNAD
Mirzaei, Shahryar - Borzadaran, Gholam Reza Mohtashami - Amini, Mohammad - Jabbari, Hadi. “Some Properties of the Canberra Inequality Index”. Hacettepe Journal of Mathematics and Statistics 46/6 (December 1, 2017): 1159-1174. https://izlik.org/JA46NX29AZ.
JAMA
1.Mirzaei S, Borzadaran GRM, Amini M, Jabbari H. Some properties of the Canberra inequality index. Hacettepe Journal of Mathematics and Statistics. 2017;46:1159–1174.
MLA
Mirzaei, Shahryar, et al. “Some Properties of the Canberra Inequality Index”. Hacettepe Journal of Mathematics and Statistics, vol. 46, no. 6, Dec. 2017, pp. 1159-74, https://izlik.org/JA46NX29AZ.
Vancouver
1.Shahryar Mirzaei, Gholam Reza Mohtashami Borzadaran, Mohammad Amini, Hadi Jabbari. Some properties of the Canberra inequality index. Hacettepe Journal of Mathematics and Statistics [Internet]. 2017 Dec. 1;46(6):1159-74. Available from: https://izlik.org/JA46NX29AZ