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Classification Methods for the Serological Status Based on Mixtures of Skew-Normal and Skew-t Distributions

Gaussian mixture models are widely employed in serological data analysis to discern between seropositive and seronegative individuals. However, serological populations often exhibit significant skewness, making symmetric distributions like Normal or Student-t distributions unreliable. In this study,...

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書誌詳細
主要な著者: Tiago Dias-Domingues, Helena Mouriño, Nuno Sepúlveda
フォーマット: Artigo
言語:Inglês
出版事項: MDPI AG 2024-01-01
シリーズ:Mathematics
主題:
オンライン・アクセス:https://www.mdpi.com/2227-7390/12/2/217
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