Bioinformatic and Statistical Analysis of Microbiome Data

Bioinformatic and Statistical Analysis of Microbiome Data

AngličtinaEbook
Xia, Yinglin
Springer International Publishing
EAN: 9783031213915
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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 sequencing reads to community analysis and statistical hypothesis testing.  It includes real-world data from the authors' research and from the public domain, and discusses the implementation of QIIME 2 and R for data analysis step-by-step. The data as well as QIIME 2 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. Bioinformatic and Statistical Analysis of Microbiome Data is an ideal book for advanced graduate students and researchers in the clinical, biomedical, agricultural, and environmental fields, as well as those studying bioinformatics, statistics, and big data analysis.
EAN 9783031213915
ISBN 3031213912
Typ produktu Ebook
Vydavatel Springer International Publishing
Datum vydání 15. května 2023
Jazyk English
Autoři Sun, Jun; Xia, Yinglin