Advances in Compositional Data Analysis
Festschrift in Honour of Vera Pawlowsky-Glahn
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Beschreibung
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.
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.
Presents modern concepts and methods in compositional data analysis Illustrates how statistical methods are used and interpreted in practice Will appeal to researches and practitioners alike
Autor*in
Peter Filzmoser
Themen in »Advances in Compositional Data Analysis«
compositional data analysis statistical methods log-ratio approach compositions CoDa complex data structures fundamentals of compositional data analysis CoDa applications in geology and the health sciences simplex proportions and percentages 62Pxx, 62Hxx, 62Jxx, 62Exx