Statistical Analysis of Microbiome Data

Language: English

Published by Springer International Publishing, 2021

3030733505 / 9783030733506

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - 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.…

Seller Inventory # 9783030733506

Title
Statistical Analysis of Microbiome Data
Author
Subharup Guha
Publisher
Springer International Publishing
Publication year
2021
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030733505
ISBN 13
9783030733506
Item weight
711 grams
Dimensions
241x160x26 mm

AHA-BUCH GmbH

Einbeck, Germany

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