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Statistical Analysis of Microbiome Data

Name: Statistical Analysis of Microbiome Data
Brand: Springer, Berlin
SKU: 41632232
Price: 2196 CZK
Availability: InStock
Author: Somnath Datta
ISBN: 9783030733537

Somnath Datta

Subharup Guha

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 41632232

Nakladatelství Springer, Berlin, listopad 2021

Microbiome research has focused on microorganisms that live within the human body and their effects... Celý popis

Libristo kód: 41632232

220 b

2 196 Kč

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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.