Búsqueda de LIBROS DEL AUTOR: yinglin xia

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  • APPLIED MICROBIOME STATISTICS
    ebook
    APPLIED MICROBIOME STATISTICS
    YINGLIN XIA / JUN SUN
    This unique book officially defines microbiome statistics as a specific new field of statistics and addresses the statistical analysis of correlation, association, interaction, and composition in microbiome research. It also defines the study of the microbiome as a hypothesis-driven experimental science and describes two microbiome research themes and six unique characteristics...

    $1,480.00

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  • MACHINE LEARNING FOR MICROBIOME STATISTICS
    ebook
    MACHINE LEARNING FOR MICROBIOME STATISTICS
    YINGLIN XIA / JUN SUN
    Machine learning fundamentally learns from the past experiences (seen data) to make predictions about future (unseen data). Predictions in nature are often uncertain. Microbiome data have unique characteristics, including high-dimensionality, over-dispersion, sparsity and zero-inflation, and heterogeneity. Thus, machine learning involving microbiome data for predicting the outc...

    $1,480.00

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