Compositional Data Analysis: Theory and Applications

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9780470711354: Compositional Data Analysis: Theory and Applications

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 statisticians and users of statistics are unaware of the particular problems affecting compositional data, as well as their solutions. The issue of ``spurious correlation'', as the situation was phrased by Karl Pearson back in 1897, affects all data that measures parts of some whole, such as percentages, proportions, ppm and ppb. Such measurements are present in all fields of science, ranging from geology, biology, environmental sciences, forensic sciences, medicine and hydrology.

This book presents the history and development of compositional data analysis along with Aitchison's log-ratio approach. Compositional Data Analysis describes the state of the art both in theoretical fields as well as applications in the different fields of science.


Key Features:

  • Reflects the state-of-the-art in compositional data analysis.
  • Gives an overview of the historical development of compositional data analysis, as well as basic concepts and procedures.
  • Looks at advances in algebra and calculus on the simplex.
  • Presents applications in different fields of science, including, genomics, ecology, biology, geochemistry, planetology, chemistry and economics.
  • Explores connections to correspondence analysis and the Dirichlet distribution.
  • Presents a summary of three available software packages for compositional data analysis.
  • Supported by an accompanying website featuring R code.

Applied scientists working on compositional data analysis in any field of science, both in academia and professionals will benefit from this book, along with graduate students in any field of science working with compositional data.

"Sinopsis" puede pertenecer a otra edición de este libro.

From the Back Cover:

Compositional Data Analysis: Theory and Applications

Edited by

Vera Pawlowsky-Glahn, Department of Computer Science and Applied Mathematics, University of Girona, Spain.

Antonella Buccianti, Department of Earth Sciences, University of Florence, Italy

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 statisticians and users of statistics are unaware of the particular problems affecting compositional data, as well as their solutions. The issue of ``spurious correlation'', as the situation was phrased by Karl Pearson back in 1897, affects all data that measures parts of some whole, such as percentages, proportions, ppm and ppb. Such measurements are present in all fields of science, ranging from geology, biology, environmental sciences, forensic sciences, medicine and hydrology.

This book presents the history and development of compositional data analysis along with Aitchison's log-ratio approach. Compositional Data Analysis describes the state of the art both in theoretical fields as well as applications in the different fields of science.


Key Features:

· Reflects the state-of-the-art in compositional data analysis.
· Gives an overview of the historical development of compositional data analysis, as well as basic concepts and procedures.
· Looks at advances in algebra and calculus on the simplex.
· Presents applications in different fields of science, including, genomics, ecology, biology, geochemistry, planetology, chemistry and economics.
· Explores connections to correspondence analysis and the Dirichlet distribution.
· Presents a summary of three available software packages for compositional data analysis.
· Supported by an accompanying website featuring R code.

Applied scientists working on compositional data analysis in any field of science, both in academia and professionals will benefit from this book, along with graduate students in any field of science working with compositional data.

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Editorial: John Wiley and Sons Ltd, United States (2011)
ISBN 10: 0470711353 ISBN 13: 9780470711354
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Descripción John Wiley and Sons Ltd, United States, 2011. Hardback. Estado de conservación: New. Language: English . Brand New Book. 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 statisticians and users of statistics are unaware of the particular problems affecting compositional data, as well as their solutions. The issue of spurious correlation , as the situation was phrased by Karl Pearson back in 1897, affects all data that measures parts of some whole, such as percentages, proportions, ppm and ppb. Such measurements are present in all fields of science, ranging from geology, biology, environmental sciences, forensic sciences, medicine and hydrology. This book presents the history and development of compositional data analysis along with Aitchison s log-ratio approach. Compositional Data Analysis describes the state of the art both in theoretical fields as well as applications in the different fields of science. Key Features: * Reflects the state-of-the-art in compositional data analysis. * Gives an overview of the historical development of compositional data analysis, as well as basic concepts and procedures. * Looks at advances in algebra and calculus on the simplex. * Presents applications in different fields of science, including, genomics, ecology, biology, geochemistry, planetology, chemistry and economics. * Explores connections to correspondence analysis and the Dirichlet distribution. * Presents a summary of three available software packages for compositional data analysis. * Supported by an accompanying website featuring R code. Applied scientists working on compositional data analysis in any field of science, both in academia and professionals will benefit from this book, along with graduate students in any field of science working with compositional data. Nº de ref. de la librería AAH9780470711354

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Vera Pawlowskyand#8211;Glahn
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ISBN 10: 0470711353 ISBN 13: 9780470711354
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Descripción Wileyand#8211;Blackwell, 2011. HRD. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería FW-9780470711354

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Vera Pawlowsky-Glahn (editor), Antonella Buccianti (editor)
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ISBN 10: 0470711353 ISBN 13: 9780470711354
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Descripción Wiley 2011-09-02, Chichester, West Sussex, U.K., 2011. hardback. Estado de conservación: New. Nº de ref. de la librería 9780470711354

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Editorial: John Wiley and Sons Ltd, United States (2011)
ISBN 10: 0470711353 ISBN 13: 9780470711354
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Descripción John Wiley and Sons Ltd, United States, 2011. Hardback. Estado de conservación: New. Language: English . Brand New Book. 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 statisticians and users of statistics are unaware of the particular problems affecting compositional data, as well as their solutions. The issue of spurious correlation , as the situation was phrased by Karl Pearson back in 1897, affects all data that measures parts of some whole, such as percentages, proportions, ppm and ppb. Such measurements are present in all fields of science, ranging from geology, biology, environmental sciences, forensic sciences, medicine and hydrology. This book presents the history and development of compositional data analysis along with Aitchison s log-ratio approach. Compositional Data Analysis describes the state of the art both in theoretical fields as well as applications in the different fields of science. Key Features: * Reflects the state-of-the-art in compositional data analysis. * Gives an overview of the historical development of compositional data analysis, as well as basic concepts and procedures. * Looks at advances in algebra and calculus on the simplex. * Presents applications in different fields of science, including, genomics, ecology, biology, geochemistry, planetology, chemistry and economics. * Explores connections to correspondence analysis and the Dirichlet distribution. * Presents a summary of three available software packages for compositional data analysis. * Supported by an accompanying website featuring R code. Applied scientists working on compositional data analysis in any field of science, both in academia and professionals will benefit from this book, along with graduate students in any field of science working with compositional data. Nº de ref. de la librería AAH9780470711354

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Editor: Vera Pawlowsky-Glahn (University of Girona, Spain); Editor: Antonella Buccianti (University of Florence, Italy)
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Vera Pawlowsky-Glahn (Editor), Antonella Buccianti (Editor)
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Descripción Wiley, 2011. Hardcover. Estado de conservación: New. 1. Nº de ref. de la librería DADAX0470711353

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Descripción 2011. Hardback. Estado de conservación: NEW. 9780470711354 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE0780006

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Descripción John Wiley and Sons Ltd, United States, 2011. Hardback. Estado de conservación: New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. 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 statisticians and users of statistics are unaware of the particular problems affecting compositional data, as well as their solutions. The issue of spurious correlation , as the situation was phrased by Karl Pearson back in 1897, affects all data that measures parts of some whole, such as percentages, proportions, ppm and ppb. Such measurements are present in all fields of science, ranging from geology, biology, environmental sciences, forensic sciences, medicine and hydrology. This book presents the history and development of compositional data analysis along with Aitchison s log-ratio approach. Compositional Data Analysis describes the state of the art both in theoretical fields as well as applications in the different fields of science. Key Features: * Reflects the state-of-the-art in compositional data analysis. * Gives an overview of the historical development of compositional data analysis, as well as basic concepts and procedures. * Looks at advances in algebra and calculus on the simplex. * Presents applications in different fields of science, including, genomics, ecology, biology, geochemistry, planetology, chemistry and economics. * Explores connections to correspondence analysis and the Dirichlet distribution. * Presents a summary of three available software packages for compositional data analysis. * Supported by an accompanying website featuring R code. Applied scientists working on compositional data analysis in any field of science, both in academia and professionals will benefit from this book, along with graduate students in any field of science working with compositional data. Nº de ref. de la librería BZV9780470711354

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