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Use R K Gerald Van Den Boogaart Raimon Tolosana Delgado Auth Analyzing Compositional Data With R Springer Verlag Berlin Heidelberg 2013 by Karl Gerald van den Boogaart; Raimon Tolosana-Delgado is a nonfiction available to read on EtoBox.
What is Use R K Gerald Van Den Boogaart Raimon Tolosana Delgado Auth Analyzing Compositional Data With R Springer Verlag Berlin Heidelberg 2013 about?
This book presents the statistical analysis of compositional data sets, i.e., data in percentages, proportions, concentrations, etc. The subject is covered from its grounding principles to the practical use in descriptive exploratory analysis, robust linear models and advanced multivariate statistical methods, including zeros and missing values, and paying special attention to data visualization and model display issues. Many illustrated examples and code chunks guide the reader into their modeling and interpretation. And, though the book primarily serves as a reference guide for the R package ́ compositions, ́ it is also a general introductory text on Compositional Data Analysis. Awareness of their special characteristics spread in the Geosciences in the early sixties, but a strategy for properly dealing with them was not available until the works of Aitchison in the eighties. Since then, research has expanded our understanding of their theoretical principles and the potentials and limitations of their interpretation. This is the first comprehensive textbook addressing these issues, as well as their practical implications with regard to software. The book is intended for scienti
Who reads Use R K Gerald Van Den Boogaart Raimon Tolosana Delgado Auth Analyzing Compositional Data With R Springer Verlag Berlin Heidelberg 2013?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Karl Gerald van den Boogaart; Raimon Tolosana-Delgado
- Publisher
- Springer Science & Business Media
- Published
- 2013
- Language
- EN
- ISBN
- 9781299860582
- Category
- nonfiction
- Subjects
- Mathematics, Computer Science, Science
Other editions & translations
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