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Statistical Analysis of Microbiome Data (Frontiers in Probability and the Statistical Sciences) - Hardcover

 
9783030733506: Statistical Analysis of Microbiome Data (Frontiers in Probability and the Statistical Sciences)
  • PublisherSpringer
  • Publication date2021
  • ISBN 10 3030733505
  • ISBN 13 9783030733506
  • BindingHardcover
  • LanguageEnglish
  • Edition number1
  • Number of pages360
  • EditorDatta Somnath, Guha Subharup

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9783030733537: Statistical Analysis of Microbiome Data (Frontiers in Probability and the Statistical Sciences)

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Datta, S. et al. (eds.)
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Hardcover. Condition: Brand New. 1st edition. 346 pages. 9.75x6.50x1.00 inches. In Stock. This item is printed on demand. Seller Inventory # __3030733505

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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 364 pp. Englisch. Seller Inventory # 9783030733506

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