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Showing 1 to 2 of 2 for “"Semiparametric mixture models"”.
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Semiparametric mixture models
… consists of three parts that are related to semiparametric mixture models. In Part I, we construct the minimum profile Hellinger distance (MPHD) estimator for a class of semiparametric mixture models where one component has known distribution with possibly unknown parameters while the other …
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Statistical Inferences for Two-Component Semiparametric Location-Scale Mixture Models
Mixture models serve as a powerful statistical tool, particularly in capturing heterogeneous populations by representing them as a mixture of several distributions. These models are particularly useful in various fields, including genomics, economics, and social sciences, where data often arises …