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Analysis of Antibody Data Using Skew-normal and Skew-T Mixture Models

Dias Domingues , Tiago; Mouriño, Helena; Sepúlveda, Nuno

Gaussian mixture models, which assume a Normal distribution for each component, are popular in antibody (or serological) data analysis to help determining antibody-positive and antibody-negative individuals. In this work, we advocate using finite mixture models based on Skew-Normal and Skew-t distributions for serological data analysis. These flexible mixing distributions have the advantage of describing right ...

Date: 2024   |   Origin: REVSTAT-Statistical Journal
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