Statistical Analysis of Microbiome Data with R (ICSA Book Series in Statistics)

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.

這本獨特的書籍使用尖端的R軟體，探討了微生物組數據的統計建模和分析。書中包含了作者的研究和公共領域的真實數據，並逐步討論了使用R進行數據分析的實施過程。這些數據和R電腦程式是公開可用的，讀者可以在每個章節中複製模型開發和數據分析，以便這些新方法可以輕鬆應用於他們自己的研究中。

本書還討論了微生物組研究中統計建模和數據分析的最新發展，以及下一代测序和大數據在方法學發展和應用方面的最新進展。這本及時的書籍將對所有從事微生物組、生態學和微陣列數據分析以及其他研究領域的讀者都有很大的幫助。