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The ?-Statistics Approach to Income Distribution Analysis

The ?-Statistics Approach to Income Distribution Analysis

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Product Details
Author:
Fabio Clementi, Simone Landini, Mauro Gallegati, Lisa Gianmoena, Giorgio Kaniadakis
Publisher:
Cambridge University Press
Publication Date:
May 08, 2025
Binding:
Paperback / softback
ISBN-13:
9781009446358
ISBN10:
1009446355

Overview

This Element presents the ?-generalized distribution, a statistical model tailored for the analysis of income distribution. Developed over years of collaborative, multidisciplinary research, it clarifies the statistical properties of the model, assesses its empirical validity and compares its effectiveness with other parametric models. This Element presents the ?-generalized distribution, a statistical model tailored for the analysis of income distribution. Developed over years of collaborative, multidisciplinary research, it clarifies the statistical properties of the model, assesses its empirical validity and compares its effectiveness with other parametric models. It also presents formulas for calculating inequality indices within the ?-generalized framework, including the widely used Gini coefficient and the relatively lesser-known Zanardi index of Lorenz curve asymmetry. Through empirical illustrations, the Element criticizes the conventional application of the Gini index, pointing out its inadequacy in capturing the full spectrum of inequality characteristics. Instead, it advocates the adoption of the Zanardi index, accentuating its ability to capture the inherent heterogeneity and asymmetry in income distributions.


  • | Author: Fabio Clementi, Simone Landini, Mauro Gallegati, Lisa Gianmoena, Giorgio Kaniadakis
  • | Publisher: Cambridge University Press
  • | Publication Date: May 08, 2025
  • | Number of Pages:
  • | Language:
  • | Binding: Paperback / softback
  • | ISBN-13: 9781009446358
  • | ISBN-10: 1009446355

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