Delwedd Flaen

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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Xia, Yinglin (Awdur), Sun, Jun (Awdur)
Awdur Corfforaethol: SpringerLink (Online service)
Fformat: Electronig eLyfr
Iaith:Saesneg
Cyhoeddwyd: Cham : Springer International Publishing : Imprint: Springer, 2023.
Rhifyn:1st ed. 2023.
Pynciau:
Bioinformatics.
Biometry.
Big data.
Mathematical statistics > Data processing.
Biotechnology.
Biomedical engineering.
Biostatistics.
Big Data.
Statistics and Computing.
Biomedical Engineering and Bioengineering.
Mynediad Ar-lein:https://doi.org/10.1007/978-3-031-21391-5
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
Tabl Cynhwysion:
  • 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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