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Bioinformatic and Statistical Analysis of Microbiome Data From Raw Sequences to Advanced Modeling with QIIME 2 and R

This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioinformatics and statistics, which provides a complete workflow for microbiome data analysis: from raw s...

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Bibliographic Details
Main Authors: Xia, Yinglin, Sun, Jun (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2023, 2023
Edition:1st ed. 2023
Subjects:
Big Data
Bioinformatics
Biomedical Engineering
Biostatistics
Biomedical Engineering And Bioengineering
Biotechnology
Mathematical Statistics / Data Processing
Statistics And Computing
Biometry
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Chapter 1. Introduction to Linux and Unix
  • Chapter 2. Introduction to R, Rstudio
  • Chapter 3. Bioinformatic Analysis of Next-Generation Sequencing
  • Chapter 4. Bioinformatic Analysis of Metagenomics
  • Chapter 5. Alpha Diversity
  • Chapter 6. Beta Diversity
  • Chapter 7. Differential Abundance Analysis
  • Chapter 8. Analyzing Zero-Inflated Microbiome Data
  • Chapter 9. Compositional Analysis of Microbiome Data
  • Chapter 10. Longitudinal Data Analysis of Microbiome
  • Chapter 11. Meta-analysis of Microbiome Data (optional)

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