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Compositional data analysis : theory and applications

Author: Vera Pawlowsky-Glahn; Antonella Buccianti
Publisher: Chichester, West Sussex, U.K. : Wiley, 2011.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

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  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Vera Pawlowsky-Glahn; Antonella Buccianti
ISBN: 9780470711354 0470711353
OCLC Number: 722841810
Description: xxi, 378 pages : illustrations, map ; 25 cm
Contents: 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 Mar̕tn-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 Mar̕tn-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 Mar̕tn-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 Mar̕tin Fernandez, Herbert Iwo Maria Lichtenegger --
Spectral Analysis of Compositional Data in Cyclostratigraphy / Eulogio Pardo-Ig︢z︣quiza, 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.
Responsibility: edited by Vera Pawlowsky-Glahn, Antonella Buccianti.
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