505 |
0 |
|
|a Part I. Introduction: 1. A Short History of Compositional Data Analysis / John Bacon-Shone -- 2. Basic Concepts and Procedures / Juan José Egozcue, Vera Pawlowsky-Glahn -- Part II. Theory : statistical modelling: 3. The Principle of Working on Coordinates / Glòria Mateu-Figueras, Vera Pawlowsky-Glahn, Juan José Egozcue -- 4. Dealing with Zeros / Josep Antoni Martín-Fernández, Javier Palarea-Albaladejo, Ricardo Antonio Olea -- 5. Robust Statistical Analysis / Peter Filzmoser, Karel Hron -- 6. Geostatistics for Compositions / Raimon Tolosana-Delgado, Karl Gerald van den Boogaart, Vera Pawlowsky-Glahn -- 7. Compositional VARIMA Time Series / Carles Barceló-Vidal, Lucía Aguilar, Josep Antoni Martín-Fernández -- 8. Compositional Data and Correspondence Analysis / Michael Greenacre -- 9. Use of Survey Weights for the Analysis of Compositional Data / Monique Graf -- 10. Notes on the Scaled Dirichlet Distribution / Gianna Serafina Monti, Gloria Mateu-Figueras, Vera Pawlowsky-Glahn -- Part III. Theory : algebra and calculus: 11. Elements of Simplicial Linear Algebra and Geometry / Juan José Egozcue, Carles Barceló-Vidal, Josep Antoni Martín-Fernández, Eusebi Jarauta-Bragulat, José Luis Díaz-Barrero, Glòria Mateu-Figueras -- 12. Calculus of Simplex-Valued Functions / Juan José Egozcue, Eusebi Jarauta-Bragulat, José Luis Díaz-Barrero -- 13. Compositional Differential Calculus on the Simplex / Carles Barceló-Vidal, Josep Antoni Martín-Fernández, Glòria Mateu-Figueras -- Part IV. Applications: 14. Proportions, Percentages, PPM: Do the Molecular Biosciences Treat Compositional Data Right? / David Lovell, Warren Müller, Jen Taylor, Alec Zwart, Chris Helliwell -- 15. Hardy-Weinberg Equilibrium: A Nonparametric Compositional Approach / Jan Graffelman, Juan José Egozcue -- 16. Compositional Analysis in Behavioural and Evolutionary Ecology / Michele Edoardo Raffaele Pierotti, Josep Antoni Martín-Fernández -- 17. Flying in Compositional Morphospaces: Evolution of Limb Proportions in Flying Vertebrates / Luis Azevedo Rodrigues, Josep Daunis-i-Estadella, Glòria Mateu-Figueras, Santiago Thió-Henestrosa -- 18. Natural Laws Governing the Distribution of the Elements in Geochemistry: The Role of the Log-Ratio Approach / Antonella Buccianti -- 19. Compositional Data Analysis in Planetology: The Surfaces of Mars and Mercury / Helmut Lammer, Peter Wurz, Josep Antoni Martín Fernández, Herbert Iwo Maria Lichtenegger -- 20. Spectral Analysis of Compositional Data in Cyclostratigraphy / Eulogio Pardo-Igúzquiza, Javier Heredia -- 21. Multivariate Geochemical Data Analysis in Physical Geography / Jennifer McKinley, Christopher David Lloyd -- 22. Combining Isotopic and Compositional Data: A Discrimination of Regions Prone to Nitrate Pollution / Roger Puig, Raimon Tolosana-Delgado, Neus Otero, Albert Folch -- 23. Applications in Economics / Tim Fry -- Part V. Software: 24. Exploratory Analysis Using CoDaPack 3D / Santiago Thió-Henestrosa, Josep Daunis-i-Estadella -- 25. robCompositions: An R-package for Robust Statistical Analysis of Compositional Data / Matthias Templ, Karel Hron, Peter Filzmoser -- 26. Linear Models with Compositions in R / Raimon Tolosana-Delgado, Karl Gerald van den Boogaart.
|