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portada Statistical Analysis of Microbiome Data
Type
Physical Book
Illustrated by
Publisher
Author
Language
English
Pages
346
Format
Paperback
Dimensions
23.4x15.6x1.9 cm
Weight
0.51 kg.
ISBN13
9783030733537
Categories

Statistical Analysis of Microbiome Data

Somnath Datta (Illustrated by) · Subharup Guha (Illustrated by) · Springer · Paperback

Statistical Analysis of Microbiome Data - Datta, Somnath ; Guha, Subharup

New Book Imported to Taiwan
Delivery: 23 Sep - 01 Oct Shipping: 5 to 6 business days.
NT$ 3,641
NT$ 3,641

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Synopsis "Statistical Analysis of Microbiome Data "

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.

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