By Vera Pawlowsky-Glahn,Antonella Buccianti
This ebook offers the heritage and improvement of compositional facts research besides Aitchison's log-ratio strategy. Compositional info Analysis describes the cutting-edge either in theoretical fields in addition to purposes within the various fields of science.
- Reflects the cutting-edge in compositional information analysis.
- Gives an outline of the historic improvement of compositional info research, in addition to uncomplicated ideas and procedures.
- Looks at advances in algebra and calculus at the simplex.
- Presents functions in numerous fields of technological know-how, together with, genomics, ecology, biology, geochemistry, planetology, chemistry and economics.
- Explores connections to correspondence research and the Dirichlet distribution.
- Presents a precis of 3 to be had software program applications for compositional information analysis.
- Supported via an accompanying web site that includes R code.
Applied scientists engaged on compositional info research in any box of technology, either in academia and pros will reap the benefits of this e-book, besides graduate scholars in any box of technological know-how operating with compositional data.
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Compositional Data Analysis: Theory and Applications by Vera Pawlowsky-Glahn,Antonella Buccianti