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Statistical Analysis of Microbiome Data with R

  • Yinglin Xia
  • Jun Sun
  • Ding-Geng Chen

Part of the ICSA Book Series in Statistics book series (ICSABSS)

Table of contents

  1. Front Matter
    Pages i-xxiii
  2. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 1-27
  3. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 29-41
  4. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 43-75
  5. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 77-127
  6. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 129-166
  7. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 167-190
  8. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 191-249
  9. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 251-283
  10. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 285-330
  11. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 331-393
  12. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 395-451
  13. Yinglin Xia, Jun Sun, Ding-Geng Chen
    Pages 453-496
  14. Back Matter
    Pages 497-505

About this book

Introduction

This unique book addresses the statistical modelling and analysis of microbiome data using cutting-edge R software. It includes real-world data from the authors’ research and from the public domain, and discusses the implementation of R for data analysis step by step. The data and R computer programs are publicly available, allowing readers to replicate the model development and data analysis presented in each chapter, so that these new methods can be readily applied in their own research.

The book also discusses recent developments in statistical modelling and data analysis in microbiome research, as well as the latest advances in next-generation sequencing and big data in methodological development and applications. This timely book will greatly benefit all readers involved in microbiome, ecology and microarray data analyses, as well as other fields of research.

Keywords

Microbiome Data Analysis statistical Models Multivariate Data Analysis Metagenomics R software Statistics

Authors and affiliations

  • Yinglin Xia
    • 1
  • Jun Sun
    • 2
  • Ding-Geng Chen
    • 3
  1. 1.Department of MedicineUniversity of Illinois at ChicagoChicagoUSA
  2. 2.Department of MedicineUniversity of Illinois at ChicagoChicagoUSA
  3. 3.School of Social WorkUniversity of North CarolinaChapel HillUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-13-1534-3
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-981-13-1533-6
  • Online ISBN 978-981-13-1534-3
  • Series Print ISSN 2199-0980
  • Series Online ISSN 2199-0999
  • Buy this book on publisher's site