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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
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
Applied Compositional Data Analysis
Language: en
Pages: 288
Authors: Peter Filzmoser
Categories: Mathematics
Type: BOOK - Published: 2018-11-03 - Publisher: Springer

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This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical met
Analyzing Compositional Data with R
Language: en
Pages: 269
Authors: K. Gerald van den Boogaart
Categories: Mathematics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

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This book presents the statistical analysis of compositional data sets, i.e., data in percentages, proportions, concentrations, etc. The subject is covered from
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