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Accueil du site > Publications > Working Papers > 2011 > Inequality, Entropy and Goodness of Fit

Inequality, Entropy and Goodness of Fit

Frank A. Cowell, Emmanuel Flachaire, Sanghamitra Bandyopadhyay

Résumé

Specific functional forms are often used in economic models of distributions ; goodness-of-fit measures are used to assess whether a functional form is ap- propriate in the light of real-world data. Standard approaches use a distance criterion based on the EDF, an aggregation of differences in observed and theoretical cumulative frequencies. However, an economic approach to the problem should involve a measure of the information loss from using a badly- fitting model. This would involve an aggregation of, for example, individual income discrepancies between model and data. We provide an axiomatisation of an approach and applications to illustrate its importance.

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Numéro du document : 2011-23
Mots clefs : goodness of fit, discrepancy, income distribution, inequality measurement


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