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Advances in Compositional Data Analysis - Festschrift in Honour of Vera Pawlowsky-Glahn (Hardcover, 1st ed. 2021): Peter... Advances in Compositional Data Analysis - Festschrift in Honour of Vera Pawlowsky-Glahn (Hardcover, 1st ed. 2021)
Peter Filzmoser, Karel Hron, Josep Antoni Martin-Fernandez, Javier Palarea-Albaladejo
R5,014 Discovery Miles 50 140 Ships in 10 - 15 working days

This book presents modern methods and real-world applications of compositional data analysis. It covers a wide variety of topics, ranging from an updated presentation of basic concepts and ideas in compositional data analysis to recent advances in the context of complex data structures. Further, it illustrates real-world applications in numerous scientific disciplines and includes references to the latest software solutions available for compositional data analysis, thus providing a valuable and up-to-date guide for researchers and practitioners working with compositional data. Featuring selected contributions by leading experts in the field, the book is dedicated to Vera Pawlowsky-Glahn on the occasion of her 70th birthday.

Applied Compositional Data Analysis - With Worked Examples in R (Hardcover, 1st ed. 2018): Peter Filzmoser, Karel Hron,... Applied Compositional Data Analysis - With Worked Examples in R (Hardcover, 1st ed. 2018)
Peter Filzmoser, Karel Hron, Matthias Templ
R3,538 Discovery Miles 35 380 Ships in 10 - 15 working days

This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data analysis, such as supervised and unsupervised methods like PCA, correlation analysis, classification and regression. In addition, it considers special data structures like high-dimensional compositions and compositional tables. The methodology introduced is also frequently compared to methods which ignore the specific nature of compositional data. It focuses on practical aspects of compositional data analysis rather than on detailed theoretical derivations, thus issues like graphical visualization and preprocessing (treatment of missing values, zeros, outliers and similar artifacts) form an important part of the book. Since it is primarily intended for researchers and students from applied fields like geochemistry, chemometrics, biology and natural sciences, economics, and social sciences, all the proposed methods are accompanied by worked-out examples in R using the package robCompositions.

Advances in Compositional Data Analysis - Festschrift in Honour of Vera Pawlowsky-Glahn (Paperback, 1st ed. 2021): Peter... Advances in Compositional Data Analysis - Festschrift in Honour of Vera Pawlowsky-Glahn (Paperback, 1st ed. 2021)
Peter Filzmoser, Karel Hron, Josep Antoni Martin-Fernandez, Javier Palarea-Albaladejo
R4,985 Discovery Miles 49 850 Ships in 10 - 15 working days

This book presents modern methods and real-world applications of compositional data analysis. It covers a wide variety of topics, ranging from an updated presentation of basic concepts and ideas in compositional data analysis to recent advances in the context of complex data structures. Further, it illustrates real-world applications in numerous scientific disciplines and includes references to the latest software solutions available for compositional data analysis, thus providing a valuable and up-to-date guide for researchers and practitioners working with compositional data. Featuring selected contributions by leading experts in the field, the book is dedicated to Vera Pawlowsky-Glahn on the occasion of her 70th birthday.

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