Compositional Data Analysis in Practice

Compositional Data Analysis in Practice
Author: Michael Greenacre
Publisher: CRC Press
Total Pages: 117
Release: 2018-07-17
Genre: Business & Economics
ISBN: 042984901X


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Compositional data are quantitative descriptions of the parts of some whole, conveying exclusively relative information. Examples are found in various fields, including geology, medicine, chemistry, agriculture, economics, social science, etc. This concise book presents a very applied introduction to compositional data analysis, focussing on the use of R for analysis. It includes lots of real examples, code snippets, and colour figures, to illustrate the methods.


Compositional Data Analysis in Practice
Language: en
Pages: 117
Authors: Michael Greenacre
Categories: Business & Economics
Type: BOOK - Published: 2018-07-17 - Publisher: CRC Press

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Compositional data are quantitative descriptions of the parts of some whole, conveying exclusively relative information. Examples are found in various fields, i
Modeling and Analysis of Compositional Data
Language: en
Pages: 274
Authors: Vera Pawlowsky-Glahn
Categories: Mathematics
Type: BOOK - Published: 2015-02-17 - Publisher: John Wiley & Sons

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Modeling and Analysis of Compositional Data presents a practical and comprehensive introduction to the analysis of compositional data along with numerous exampl
Compositional Data Analysis in the Geosciences
Language: en
Pages: 232
Authors: Antonella Buccianti
Categories: Mathematics
Type: BOOK - Published: 2006 - Publisher: Geological Society of London

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Since Karl Pearson wrote his paper on spurious correlation in 1897, a lot has been said about the statistical analysis of compositional data, mainly by geologis
Compositional Data Analysis
Language: en
Pages: 405
Authors: Vera Pawlowsky-Glahn
Categories: Mathematics
Type: BOOK - Published: 2011-09-19 - Publisher: John Wiley & Sons

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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 diffic
Advances in Compositional Data Analysis
Language: en
Pages: 404
Authors: Peter Filzmoser
Categories: Mathematics
Type: BOOK - Published: 2021-06-01 - Publisher: Springer Nature

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This book presents modern methods and real-world applications of compositional data analysis. It covers a wide variety of topics, ranging from an updated presen