Big Data in Omics and Imaging

Name: Big Data in Omics and Imaging
Brand: CRC Press

CRC Press

Big Data in Omics and ImagingAssociation Analysis\nAuthor(s): Momiao Xiong\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Chapman & Hall/CRC\nISBN-13: 9781032095981, 978-1032095981\nSynopsis\nBig Data in Omics and Imaging: Association Analysis addresses the recent development of association analysis and machine learning for both population and family genomic data in sequencing era. It is unique in that it presents both hypothesis testing and a data mining approach to holistically dissecting the genetic structure of complex traits and to designing efficient strategies for precision medicine. The general frameworks for association analysis and machine learning, developed in the text, can be applied to genomic, epigenomic and imaging data.\n\nFEATURES\n\nBridges the gap between the traditional statistical methods and computational tools for small genetic and epigenetic data analysis and the modern advanced statistical methods for big data\n\nProvid.