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Estimation and selection in high-dimensional genomic studies for developing molecular diagnostics

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In the development of molecular diagnostics, the main objective in high-dimensional genomic studies such as DNA microarray studies is to screen out genes strongly associated with clinical phenotypes to significantly improve diagnostic capabilities. The basic s... ...