Compositional data analysis : theory and applications /

• Άλλοι συγγραφείς: Pawlowsky-Glahn, Vera, Buccianti, Antonella
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, N.J. : Wiley, 2011.
• Θέματα: Multivariate analysis.; Correlation (Statistics); MATHEMATICS > Probability & Statistics > Multivariate Analysis.; Electronic books.

Πίνακας περιεχομένων:

• 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-Ig︢zquiza, 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.