Measuring Segregation When Units are Small: A Parametric Approach |
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Authors: | Roland Rathelot |
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Institution: | CREST , Batiment MK2 Bureau 2020, Timbre J310, 15 Boulevard Gabriel Péri, 92245 , Malakoff Cedex , France |
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Abstract: | This article considers the issue of measuring segregation in a population of units that contain few individuals (e.g., establishments, classrooms). When units are small, the usual segregation indices, which are based on sample proportions, are biased. We propose a parametric solution: the probability that an individual within a given unit belongs to the minority is assumed to be distributed as a mixture of Beta distributions. The model can be estimated and indices deduced. Simulations show that this new method performs well compared to existing ones, even in the case of misspecification. An application to residential segregation in France according to parents’ nationalities is then undertaken. This article has online supplementary materials. |
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Keywords: | Beta-binomial model Dissimilarity index Ethnic concentration Mixture of Beta distributions |
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