电子书与随书资料Applied compositional data analysis with worked Examples in R

【作者(必填)】
Filzmoser, Peter, Hron, Karel, Templ, Matthias            
【文题(必填)】
Applied compositional data analysis with worked Examples in R
【年份(必填)】
2018
【全文链接或数据库名称(选填)】
https://www.springer.com/us/book/9783319964201#aboutAuthors

• Fills the gap in the existing literature by providing a practical approach to compositional data analysis
• Presents a concise and easy-to-interpret methodology which guarantees a scale invariant analysis of data carrying relative information
• Uses the log-ratio approach, including various aspects of data processing
• Includes numerous real-world examples with implementations in R from a wide range of applications
  

This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data analysis, such as supervised and unsupervised methods like PCA, correlation analysis, classification and regression. In addition, it considers special data structures like high-dimensional compositions and compositional tables. The methodology introduced is also frequently compared to methods which ignore the specific nature of compositional data. It focuses on practical aspects of compositional data analysis rather than on detailed theoretical derivations, thus issues like graphical visualization and preprocessing (treatment of missing values, zeros, outliers and similar artifacts) form an important part of the book. Since it is primarily intended for researchers and students from applied fields like geochemistry, chemometrics, biology and natural sciences, economics, and social sciences, all the proposed methods are accompanied by worked-out examples in R using the package robCompositions.

Applied compositional data analysis with worked Examples in R

等待中

这本书还没有上线，还要等等

Due: November 30, 2018

mynncs 发表于 2018-10-26 20:13
这本书还没有上线，还要等等

Due: November 30, 2018

springer网上电子版已出，有办法吗？

先来本书，是不是这个啊？

随书资料是个什么东东？来个链接啊@caas_rikey

nanometer 发表于 2018-11-5 12:29
随书资料是个什么东东？来个链接啊@caas_rikey

随书资料不需要了，已联系作者。感谢相助！

nanometer 发表于 2018-11-5 12:25
先来本书，是不是这个啊？

你好 很需要这本书了 请问可以发下吗

mynncs 发表于 2018-9-21 15:43
Applied compositional data analysis with worked Examples in R

您好，现在下载不了啦，烦请方便的时候再发一下，谢谢！