Inequality Analysis The Gini Index

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A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual &Group Unfairness via Inequality Indices (2018, methodology): “Traditionally, inequality indices such as Coefficient of Variation [1], Gini [5, 16], Atkinson [3], Hoover [29], and Theil [37], have been proposed to quantify how unequally incomes are distributed across individuals and groups in a population.”