Téléchargez le livre : Statistical Analysis of Microbiome Data

Statistical Analysis of Microbiome Data

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Éditeur :

Springer


Collection :

Frontiers in Probability and the Statistical Sciences

Paru le : 2021-10-27

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Description

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.
Pages
346 pages
Collection
Frontiers in Probability and the Statistical Sciences
Parution
2021-10-27
Marque
Springer
EAN papier
9783030733506
EAN PDF
9783030733513
Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
34
Taille du fichier
9267 Ko
Prix
116,04 €
EAN EPUB
9783030733513
Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
34
Taille du fichier
23849 Ko
Prix
116,04 €

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