Statistical Analysis of Microbiome Data

Released on by Somnath Datta
preview-18

  • Statistical Analysis of Microbiome Data Book Detail

  • Author : Somnath Datta
  • Release Date : 2021-10-27
  • Publisher : Springer Nature
  • Genre : Medical
  • Pages : 349
  • ISBN 13 : 3030733513
  • File Size : 18,18 MB
DOWNLOAD BOOK

Statistical Analysis of Microbiome Data by Somnath Datta PDF Summary

Book 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.

Disclaimer: www.yourbookbest.com does not own Statistical Analysis of Microbiome Data books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Statistical Analysis of Microbiome Data

Statistical Analysis of Microbiome Data

File Size : 33,33 MB
Total View : 3787 Views
DOWNLOAD

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