Statistical Analysis of Microbiome Data with R (ICSA Book Series in Statistics)
暫譯: 使用 R 進行微生物組數據的統計分析 (ICSA 統計書系列)

Yinglin Xia, Jun Sun, Ding-Geng Chen

商品描述

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.

商品描述(中文翻譯)

這本獨特的書籍探討了使用尖端的 R 軟體進行微生物組數據的統計建模和分析。書中包含了來自作者研究和公共領域的真實數據,並逐步討論了 R 在數據分析中的實施。數據和 R 程式碼是公開可用的,讓讀者能夠重現每一章中所呈現的模型開發和數據分析,從而使這些新方法能夠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,以及在方法論開發和應用中,下一代測序和大數據的最新進展。這本及時的書籍將對所有參與微生物組、生態學和微陣列數據分析的讀者,以及其他研究領域的研究人員帶來極大的益處。