Overview:Applied Compositional Data Analysis: With Worked Examples in R - Springer Series in Statistics - 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.

This book is on page /88f0ff300130a9332bf7ee8997e69000/book/1603728606-9783319964201. It was written by the following authors: Peter Filzmoser, Karel Hron, Matthias Templ. Book Applied Compositional Data Analysis: With Worked Examples in R - Springer Series in Statistics, which can be read online, published by the company: Springer International Publishing AG. Other books on similar topics can be found in sections: Politics, Science, Education, Medicine, Technology, Society. The book was published on 2018-11-13 00:00:00. It has 280 pages and is published in Hardback format and weight 607 g. File for download Applied Compositional Data Analysis: With Worked Examples in R - Springer Series in Statistics has PDF format and is called applied-compositional-data-analysis-with-worked-examples-in-r-springer-series-in-statistics.pdf. Other books you can download below. Our nottedeiricercatoriaq.it site is not responsible for the content of PDF files.


How to download book Applied Compositional Data Analysis: With Worked Examples in R - Springer Series in Statistics?

1. Select the button you need.
2. Go to the file view page.
3. The link to the file will be available if you are logged into your account.
4. If you don't have an account, click Subscribe.
5. Enjoy your favorite book.

Related
  • Books Download
  • eBooks PDF
  • Books PDF
  • Read Books