Multivariate Analysis of Ecological Data with ade4 is popular PDF and ePub book, written by Jean Thioulouse in 2018-11-08, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, Multivariate Analysis of Ecological Data with ade4 can be Read Online from any device for your convenience.
Multivariate Analysis of Ecological Data with ade4 Book PDF Summary
This book introduces the ade4 package for R which provides multivariate methods for the analysis of ecological data. It is implemented around the mathematical concept of the duality diagram, and provides a unified framework for multivariate analysis. The authors offer a detailed presentation of the theoretical framework of the duality diagram and also of its application to real-world ecological problems. These two goals may seem contradictory, as they concern two separate groups of scientists, namely statisticians and ecologists. However, statistical ecology has become a scientific discipline of its own, and the good use of multivariate data analysis methods by ecologists implies a fair knowledge of the mathematical properties of these methods. The organization of the book is based on ecological questions, but these questions correspond to particular classes of data analysis methods. The first chapters present both usual and multiway data analysis methods. Further chapters are dedicated for example to the analysis of spatial data, of phylogenetic structures, and of biodiversity patterns. One chapter deals with multivariate data analysis graphs. In each chapter, the basic mathematical definitions of the methods and the outputs of the R functions available in ade4 are detailed in two different boxes. The text of the book itself can be read independently from these boxes. Thus the book offers the opportunity to find information about the ecological situation from which a question raises alongside the mathematical properties of methods that can be applied to answer this question, as well as the details of software outputs. Each example and all the graphs in this book come with executable R code.
Detail Book of Multivariate Analysis of Ecological Data with ade4 PDF
- Author : Jean Thioulouse
- Release : 08 November 2018
- Publisher : Springer
- ISBN : 9781493988501
- Genre : Medical
- Total Page : 334 pages
- Language : English
- PDF File Size : 11,8 Mb
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