Compositional data analysis : theory and applications /
It is difficult to imagine that the statistical analysis of compositional data has been a major issue of concern for more than 100 years. It is even more difficult to realize that so many statisticians and users of statistics are unaware of the particular problems affecting compositional data, as we...
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| Other Authors: | , |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, N.J. :
Wiley,
2011.
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| Subjects: | |
| Online Access: | CONNECT |
Table of Contents:
- Front Matter
- Introduction. A Short History of Compositional Data Analysis / John Bacon-Shone
- Basic Concepts and Procedures / Juan Jose Egozcue, Vera Pawlowsky-Glahn
- Theory
- Statistical Modelling. The Principle of Working on Coordinates / Gloria Mateu-Figueras, Vera Pawlowsky-Glahn, Juan Jose Egozcue
- Dealing with Zeros / Josep Antoni Mart̕n-Ferǹndez, Javier Palarea-Albaladejo, Ricardo Antonio Olea
- Robust Statistical Analysis / Peter Filzmoser, Karel Hron
- Geostatistics for Compositions / Raimon Tolosana-Delgado, Karl Gerald van den Boogaart, Vera Pawlowsky-Glahn
- Compositional VARIMA Time Series / Carles Barcelo-Vidal, Lucia Aguilar, Josep Antoni Mart̕n-Ferǹndez
- Compositional Data and Correspondence Analysis / Michael Greenacre
- Use of Survey Weights for the Analysis of Compositional Data / Monique Graf
- Notes on the Scaled Dirichlet Distribution / Gianna Serafina Monti, Gloria Mateu-Figueras, Vera Pawlowsky-Glahn
- Theory
- Algebra and Calculus. Elements of Simplicial Linear Algebra and Geometry / Juan Jose Egozcue, Carles Barcelo-Vidal, Josep Antoni Mart̕n-Fernandez, Eusebi Jarauta-Bragulat, Jose Luis Diaz-Barrero, Gloria Mateu-Figueras
- Calculus of Simplex-Valued Functions / Juan Jose Egozcue, Eusebi Jarauta-Bragulat, Jose Luis Diaz-Barrero
- Compositional Differential Calculus on the Simplex / Carles Barcelo-Vidal, Josep Antoni Martin-Fernandez, Gloria Mateu-Figueras
- Applications. Proportions, Percentages, PPM: Do the Molecular Biosciences Treat Compositional Data Right? / David Lovell, Warren Muller, Jen Taylor, Alec Zwart, Chris Helliwell
- Hardy-Weinberg Equilibrium: A Nonparametric Compositional Approach / Jan Graffelman, Juan Jose Egozcue
- Compositional Analysis in Behavioural and Evolutionary Ecology / Michele Edoardo Raffaele Pierotti, Josep Antoni Martin-Fernandez
- Flying in Compositional Morphospaces: Evolution of Limb Proportions in Flying Vertebrates / Luis Azevedo Rodrigues, Josep Daunis-i-Estadella, Gloria Mateu-Figueras, Santiago Thio-Henestrosa
- Natural Laws Governing the Distribution of the Elements in Geochemistry: The Role of the Log-Ratio Approach / Antonella Buccianti
- Compositional Data Analysis in Planetology: The Surfaces of Mars and Mercury / Helmut Lammer, Peter Wurz, Josep Antoni Mart̕in Fernandez, Herbert Iwo Maria Lichtenegger
- Spectral Analysis of Compositional Data in Cyclostratigraphy / Eulogio Pardo-Ig͠zquiza, Javier Heredia
- Multivariate Geochemical Data Analysis in Physical Geography / Jennifer McKinley, Christopher David Lloyd
- Combining Isotopic and Compositional Data: A Discrimination of Regions Prone to Nitrate Pollution / Roger Puig, Raimon Tolosana-Delgado, Neus Otero, Albert Folch
- Applications in Economics / Tim Fry
- Software. Exploratory Analysis Using CoDaPack 3D / Santiago Thio-Henestrosa, Josep Daunis-i-Estadella
- robCompositions: An R-package for Robust Statistical Analysis of Compositional Data / Matthias Templ, Karel Hron, Peter Filzmoser
- Linear Models with Compositions in R / Raimon Tolosana-Delgado, Karl Gerald van den Boogaart
- Index.
