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Published by Clever Fox Publishing, 2025
ISBN 10: 9367073658 ISBN 13: 9789367073650
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Published by World Scientific Publishing, 2022
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Published by Springer Nature Switzerland AG, CH, 2022
ISBN 10: 303073353X ISBN 13: 9783030733537
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Published by World Scientific Publishing, 2021
ISBN 10: 9811228116 ISBN 13: 9789811228117
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Published by World Scientific Publishing Co Pte Ltd, 2021
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Published by Springer Nature Switzerland AG, Cham, 2021
ISBN 10: 3030733505 ISBN 13: 9783030733506
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Hardcover. Condition: new. Hardcover. Microbiome research has focused on microorganisms that live within the human body and their effects on health. During the last few years, the quantification of microbiome composition in different environments has been facilitated by the advent of high throughput sequencing technologies. The statistical challenges include computational difficulties due to the high volume of data; normalization and quantification of metabolic abundances, relative taxa and bacterial genes; high-dimensionality; multivariate analysis; the inherently compositional nature of the data; and the proper utilization of complementary phylogenetic information. This has resulted in an explosion of statistical approaches aimed at tackling the unique opportunities and challenges presented by microbiome data.This book provides a comprehensive overview of the state of the art in statistical and informatics technologies for microbiome research. In addition to reviewing demonstrably successful cutting-edge methods, particular emphasis is placed on examples in R that rely on available statistical packages for microbiome data. With its wide-ranging approach, the book benefits not only trained statisticians in academia and industry involved in microbiome research, but also other scientists working in microbiomics and in related fields. This has resulted in an explosion of statistical approaches aimed at tackling the unique opportunities and challenges presented by microbiome data.This book provides a comprehensive overview of the state of the art in statistical and informatics technologies for microbiome research. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Published by World Scientific Publishing, 2021
ISBN 10: 9811228116 ISBN 13: 9789811228117
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Published by World Scientific Pub Co Inc, 2021
ISBN 10: 9811228116 ISBN 13: 9789811228117
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Published by Springer Nature Switzerland AG, CH, 2022
ISBN 10: 303073353X ISBN 13: 9783030733537
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