This paper considers a partitioned population and develops a decomposition of the Gini index in two components, which measure the within and the between groups inequality. Differently from the most widespread inequality measure decompositions, having a between component that compares the means of the groups, ours informs about the distance between their entire distributions. This makes the decom position helpful in several frameworks, such as in the measurement of spatial concentration A Monte Carlo experiment supports the appropriateness of our components highlighting that they strongly corre late with two axiomatically derived benchmarks. The presentation of a case study concerning the income distribution in the Italian provinces concludes the work and stresses the informativeness of the proposed decomposition.

Within-between decomposition of the Gini index: a novel proposal / Federico Attili. - ELETTRONICO. - (2021), pp. 1-27.

Within-between decomposition of the Gini index: a novel proposal

Federico Attili
Primo
Methodology
2021

Abstract

This paper considers a partitioned population and develops a decomposition of the Gini index in two components, which measure the within and the between groups inequality. Differently from the most widespread inequality measure decompositions, having a between component that compares the means of the groups, ours informs about the distance between their entire distributions. This makes the decom position helpful in several frameworks, such as in the measurement of spatial concentration A Monte Carlo experiment supports the appropriateness of our components highlighting that they strongly corre late with two axiomatically derived benchmarks. The presentation of a case study concerning the income distribution in the Italian provinces concludes the work and stresses the informativeness of the proposed decomposition.
2021
Quaderni - Working Paper DSE N°1153
1
27
Within-between decomposition of the Gini index: a novel proposal / Federico Attili. - ELETTRONICO. - (2021), pp. 1-27.
Federico Attili
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/970896
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