Statistical Data Analysis of Microbiomes and Metabolomics

This book PDF is perfect for those who love Science genre, written by Yinglin Xia and published by American Chemical Society which was released on 03 February 2022 with total hardcover pages 229. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Statistical Data Analysis of Microbiomes and Metabolomics books below.

Statistical Data Analysis of Microbiomes and Metabolomics
Author : Yinglin Xia
File Size : 48,6 Mb
Publisher : American Chemical Society
Language : English
Release Date : 03 February 2022
ISBN : 9780841299160
Pages : 229 pages
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Statistical Data Analysis of Microbiomes and Metabolomics by Yinglin Xia Book PDF Summary

Compared with other research fields, both microbiome and metabolomics data are complicated and have some unique characteristics, respectively. Thus, choosing an appropriate statistical test or method is a very important step in the analysis of microbiome and metabolomics data. However, this is still a difficult task for those biomedical researchers without a statistical background and for those biostatisticians who do not have research experiences in these fields. Graduate students studying microbiome and metabolomics; statisticians, working on microbiome and metabolomics projects, either for their own research, or for their collaborative research for experimental design, grant application, and data analysis; and researchers who investigate biomedical and biochemical projects with the microbiome, metabolome, and multi-omics data analysis will benefit from reading this work.

Statistical Data Analysis of Microbiomes and Metabolomics

Compared with other research fields, both microbiome and metabolomics data are complicated and have some unique characteristics, respectively. Thus, choosing an appropriate statistical test or method is a very important step in the analysis of microbiome and metabolomics data. However, this is still a difficult task for those biomedical researchers

Get Book
Statistical Analysis of Microbiome Data

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

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An Integrated Analysis of Microbiomes and Metabolomics

Because the microbial community is dynamic, an individual’s microbiota at a given time is varied, and many factors, including age, host genetics, diet, and the local environment, significantly change the microbiota. Thus, microbiome researchers have naturally expanded their research to look for insights into the interaction of the microbiome

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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

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Statistical and Computational Methods for Microbiome Multi Omics Data

This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review

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This unique book officially defines Microbiome Statistics as a specific new field of statistics, and addresses the statistical analysis of correlation, association, interaction and composition in microbiome research. This book is useful for researchers of biostatistics and data analysts.

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Microbiome and the Eye

Microbiome and the Eye: What’s the connection? highlights how alterations in the gut and eye microbiomes can lead to systemic immune alterations with subsequent effects on the eye. The book is divided into two sections, one highlighting how alterations in the gut microbiome impact various components of health outside

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Handbook of Statistical Genomics

A timely update of a highly popular handbook on statistical genomics This new, two-volume edition of a classic text provides a thorough introduction to statistical genomics, a vital resource for advanced graduate students, early-career researchers and new entrants to the field. It introduces new and updated information on developments that

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