2021
DOI: 10.1057/s41599-021-00948-x
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A simple method for estimating the Lorenz curve

Abstract: Given many popular functional forms for the Lorenz curve do not have a closed-form expression for the Gini index and no study has utilized the observed Gini index to estimate parameter(s) associated with the corresponding parametric functional form, a simple method for estimating the Lorenz curve is introduced. It utilizes three indicators, namely, the Gini index and the income shares of the bottom and the top in order to calculate the values of parameters associated with the specified functional form which ha… Show more

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Cited by 17 publications
(26 citation statements)
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“…This would give us the actual Lorenz plot for each type of sports. Next, we fit the estimated Lorenz curve to the actual Lorenz plot for each type of 11 professional sports by employing a parametric functional form which has a closed-form expression for the Gini index developed by Sitthiyot and Holasut (2021) . This specified functional form is constructed based on the weighted average of 2 well-known functional forms for estimating the Lorenz curve which are the exponential function and the functional form implied by Pareto distribution .…”
Section: Methodsmentioning
confidence: 99%
See 2 more Smart Citations
“…This would give us the actual Lorenz plot for each type of sports. Next, we fit the estimated Lorenz curve to the actual Lorenz plot for each type of 11 professional sports by employing a parametric functional form which has a closed-form expression for the Gini index developed by Sitthiyot and Holasut (2021) . This specified functional form is constructed based on the weighted average of 2 well-known functional forms for estimating the Lorenz curve which are the exponential function and the functional form implied by Pareto distribution .…”
Section: Methodsmentioning
confidence: 99%
“…According to Sitthiyot and Holasut (2021) , the parameter is the weight that controls the curvature of the estimated Lorenz curve such that the Gini index remains constant, whereas the parameter P represents the degree of inequality in the distribution of the athlete’s salary. The values of parameters and P can vary depending upon the curvature of the estimated Lorenz curve and the degree of inequality in the distribution of the athlete’s salary for each professional sport.…”
Section: Methodsmentioning
confidence: 99%
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“…Other more general (but not necessarily symmetric) deformation operators could be defined, e.g., exponential-Pareto ones, as used for the example of the estimation of Lorenz curves [17].…”
Section: A Ambiguity About Fωmentioning
confidence: 99%
“…It measures the market concentration by showing the percentage of sellers that control the total revenue obtained from a product in a market. Following Sitthiyot, and Holasut (2021), using the equations in (1) and ( 2 Where: P represents the degree of inequality in income distribution as measured by the Gini index; X represents the function of variable of interest (revenue, output)…”
Section: Analytical Framework Gini Coefficient/ Lorenz Curvementioning
confidence: 99%